Browse: MCP Servers
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
Ruflo CLI - Enterprise AI agent orchestration with 60+ specialized agents, swarm coordination, MCP server, self-learning hooks, and vector memory for Claude Code
Official, Anthropic-managed directory of high quality Claude Code Plugins.
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA,
Write HTML. Render video. Built for agents.
Stop prompting. Start specifying.
Natural (2-way) voice conversations with Claude Code
All-in-one terminal workspace — local shells, SSH, SFTP, remote IDE, AI agent, and file manager in a single native binary. Built with Tauri 2 and pure Rust SSH (no OpenSSL). Smart reconnect, MCP, RAG,
Create a plan from a description in minutes
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind, K3d, Talos, VCluster) with built-in GitOps, secrets, AI assistant, and MCP server. Only requires Docker.
No description
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
Experimental and pre-release tools for .NET MAUI
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Build, deploy, and orchestrate event-driven agents natively on Apache Flink® and Apache Kafka®
The @aws/nx-plugin is a collection of code generators that automate the creation and configuration of cloud-native applications using AWS, TypeScript, Python and React within the Nx development ecosys
Appwrite’s MCP server. Operating your backend has never been easier.
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Streaming music player that finds free music for you
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
A community driven registry service for Model Context Protocol (MCP) servers.
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, runs on you
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Model Context Protocol (MCP) server for Kubernetes and OpenShift
OpenTelemetry Instrumentation for AI Observability
An AI agent for internationalization
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) — desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills manageme
A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
Browser automation clicks buttons. OpenTabs calls APIs.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
Semantic code searcher and codebase utility
Tableau's official MCP Server. Helping Agents see and understand data.
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
The engine powering hundreds of thousands of MCP connections 🤖 🔥
Linter for AI agent configurations. Validates SKILL.md, CLAUDE.md, hooks, MCP, and more.
Nextcloud MCP Server
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Declarative Agent Orchestration. Ship while you sleep.
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
A modular MCP server that provides commonly used developer tools for AI coding agents
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Agentic Coding Rules, Templates etc...
Rails Engine with MCP compliant Spec.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
Security scanner for GitHub repos, Agent Skills, Plugins, and MCP servers. 18 scanners. Zero dependencies.
Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Production-ready platform for agentic workflow development.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Chrome DevTools for coding agents
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
MCP Toolbox for Databases is an open source MCP server for databases.
本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
A model-driven approach to building AI agents in just a few lines of code.
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedbac
Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.
An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-s
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.
Conversation memory SDK — query meeting transcripts, decisions, and action items from any AI agent or application
Published in CNCF Landscape: A MCP server for Kubernetes.
The best way to create, deploy, and share MCP Servers
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding a
MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
Open-source Python, TypeScript, and Go SAST with dead code detection. Finds secrets, exploitable flows, and AI regressions. VS Code extension, GitHub Action, and MCP server for AI agents.
Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
Agentica: Lightweight async-first Python framework for AI agents. 轻量级异步优先的AI Agent框架，支持工具调用、RAG、多智能体和MCP。
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
A comprehensive set of samples of creating and using MCP servers and clients with .NET
c4 GenAI Suite
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
MCP Server to previewing mermaid diagrams with live reload
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
Agent Sandbox is an E2B compatible, enterprise-grade ai-first, cloud-native runtime environment for AI Agents. Allows Agents to securely run untrusted LLM-generated Code, Browser use, Computer use, an
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
Sage Mode for F# development — REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM — local or cloud.
An open-source AI agent that brings the power of Gemini directly into your terminal.
🚀 The fast, Pythonic way to build MCP servers and clients.
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all f
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automa
Open-source calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
Agent samples built using the Strands Agents SDK.
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
AI image generation skill for Claude Code -- Creative Director powered by Gemini
Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
LeanKG: Stop Burning Tokens. Start Coding Lean.
A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleCI's infrastructure a
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP server. Built
Learn it. Build it. Ship it for others.
Exa MCP for web search and web crawling!
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool call
Security scanner for AI agents, MCP servers and agent skills.
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX bac
Scan MCP servers for potential threats & security findings.
MCP Server for SearXNG
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
Your AI assistant that never forgets and runs 100% privately on your computer. Leave it on 24/7 - it learns your preferences, helps with code, manages your health goals, searches the web, and connects
Free, open-source SQL Server execution plan analyzer — cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
Model Context Protocol for Actual Budget API
On-device context engine and memory for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)
Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logs—runs locally and supports interactive tenant authent
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
聚合精选编程 AI 扩展资源：MCP Servers、Skills、Rules、Prompts，周更索引 + 一键安装。
Cesium MCP Runtime Server — AI Agent 通过 MCP 协议操控浏览器 Cesium
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effo
HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, p
MaverickMCP - Personal Stock Analysis MCP Server
BioMCP: Biomedical Model Context Protocol
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.
Operating System for your personal AI Agents with Security-first approach. Multi-channel (WhatsApp, Telegram, Discord, Slack, iMessage), multi-provider (Claude, GPT, Gemini, Ollama), fully self-hosted
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
Chiasmus is an MCP server that gives language models access to formal verification
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and more
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc
The official MCP server to send emails and interact with Resend
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framework.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Official MCP Servers for AWS
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra
WHartTest 是基于 Django REST Framework 与现代大模型技术打造的 AI 驱动测试自动化平台。平台聚合自然语言理解、知识库检索与嵌入搜索能力，结合 LangChain 与 MCP（Model Context Protocol） 工具调用，实现从需求到可执行测试用例的自动化生成与管理，帮助测试团队提升效率与覆盖率。
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connec
Nornicdb is a low-latency, Graph + Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Uses Neo4j Bolt/Cypher and qdrant's gRPC drivers so you can switch with no changes. T
MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Model Context Protocol SDK for PHP
Self-evolving AI agent orchestration framework with Model Context Protocol support
Engine-agnostic LLM gateway in Rust. Full OpenAI & Anthropic API compatibility across SGLang, vLLM, TRT-LLM, OpenAI, Gemini & more. Industry-first gRPC pipeline, KV cache-aware routing, chat history,
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
Self improving agents through iterations
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
🚀 MCP server for Dynamics 365 Finance & Operations with standard and custom indexed X++ objects. Provides IntelliSense-like code navigation, intelligent EDT suggestions, AI-driven table/form generati
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
The Unofficial and Awesome Home Assistant MCP Server
The Context Optimization Layer for LLM Applications
A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.
🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through struct
The open-source TypeScript SDK for running AI coding agents in sandboxes. One unified API — swap agents and infrastructure providers without changing your code.
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
An MCP server that leverages official UniFi API
Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.
剧本分镜智能体（PenShot）：剧本→分镜→片段→prompt | 基于 LangGraph+LLM，自动解析任意格式剧本，生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致，支持 MCP/REST API/函数调用 | Python库 + A2A集成。（LLM-powered screenplay-to-video-prompt a
🦀 Open-source alternative to Claude Code, built from scratch in Rust. Agentic coding CLI — thinks, plans, and executes with any LLM. Compatible with Claude Code workflows.
Rootly MCP server
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
Build and run agents you can see, understand and trust.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
A MCP (Model Context Protocol) server for interacting with dbt.
A jq-like Markdown query language for command-line processing
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually researc
Heroku Platform MCP Server using the Heroku CLI
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Bui
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
MCP Server for Computer Use in Windows
Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.
A local sandbox for your AI agents
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes impleme
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
X (Twitter) data platform skill for AI coding agents. 121 REST API endpoints, 2 MCP tools, 23 extraction types, HMAC webhooks. Reads from $0.00015/call - 33x cheaper than the official X API. Works wit
Local MCP server for DuckDB and MotherDuck
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!)
High-performance capability authorization engine for AI agents. Cryptographically attenuated warrants, task-scoped authority, verifiable offline. Rust core.
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe
全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI analysis & M
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and
An MCP server for interacting with Sentry via LLMs.
The AI Operating System for Delphi. 100% native framework with RAG 2.0 for knowledge retrieval, autonomous agents with semantic memory, visual workflow orchestration, and universal LLM connector. Supp
Agentic DOCX Redlining Engine. Enables LLMs to read Word documents and inject native Track Changes (w:ins, w:del) and Comments without breaking formatting. Includes Model Context Protocol (MCP) Server
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
台灣司法院判決 + 全國法規資料庫 MCP server · Query Taiwan legal data from any MCP AI agent
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
LetsFG MCP Server — 200 airline connectors running locally + enterprise GDS/NDC APIs. Flight search & booking for Claude, Cursor, Windsurf, and any MCP-compatible AI agent.
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
Tools to allow LLM clients to interact with Linux systems remotely
Go framework for agentic AI app with MCP and built-in tools
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
Open-source engine for chat 💬, AI assistants 🤖 & wallets 🪪. React, Typescript, Python, XMPP. Build future apps with chat, AI agents and web3.
Agent! connects any AI to your Mac. 13 LLM providers — cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
MKP is a Model Context Protocol (MCP) server for Kubernetes
MCP server for searching electronic components for PCB assembly
A single interface to use and evaluate different agent frameworks
LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-l
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, a
AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
LLM-driven debugger server – give your AI agents step-through debugging superpowers
SmartBear's official MCP Server
Playwright MCP server
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt
Model Context Protocol - MCP for Mifos X
KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
An MCP server wrapper for reducing tokens consumed by MCP tools.
Browser-adapted MCP TypeScript SDK - Dynamic tool registration for W3C Web Model Context API and AI agent integration
ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.
ArifOS — Constitutional MCP kernel for governed AI execution. AAA architecture: Architect · Auditor · Agent. Built for the open-source agentic era.
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
Telegram MCP Server and HTTP-MTProto bridge | Multi-user, web setup, Docker and MTProto-Proxy ready
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
Claude Code Skills Marketplace: plugins, skills for ADR-driven development, DevOps automation, ClickHouse management, semantic versioning, and productivity workflows
Visual architecture modeling for AI agents. Edit C4 diagrams in a drag-and-drop editor. AI reads, modifies, and implements the same model through built-in MCP server.
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
Code intelligence graph — MCP server + AI agent skills + visualization UI
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
The ThoughtSpot MCP Server
A command-line interface for MCP servers. curl for MCP.
🤖 Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
Recallium is a local, self-hosted universal AI memory system providing a persistent knowledge layer for developer tools (Copilot, Cursor, Claude Desktop). It eliminates "AI amnesia" by automatically c
🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall
Obsidian vault intelligence
AI agent integration for Frigg Framework
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik — 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
A fast CLI tool to sync AI agent configurations and MCP servers across Claude, Copilot, Cursor, and more using symbolic links.
An MCP server for interacting with a Trilium instance
A comprehensive MCP server for Gradle.
An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
Zero-dependency browser automation CLI. 70+ commands, 10 test assertions, smart commands (click/fill by text — no LLM needed). MCP server for AI agents with 500x fewer tokens. Extract, observe, script
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-brow
MCP Server for Turkish & American Stock Exchange and Fund Data
Give your AI agents persistent memory.
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
Project Infinity leverages MCP and Graph RAG to turn LLMs into a professional D&D 5e Game Master, governed by a dedicated dice server and a persistent player database for a truly consistent adventure.
comprehensive Discord selfbot MCP server using discord.py-self
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Connect AI models like Claude & GPT with robots using MCP and ROS.
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.
mcpc is a universal CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
🤖 MateClaw — Java + Vue 3 AI Assistant with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, and Multi-Channel Support. Built on Spring AI Alibaba.
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
This is a Ruby implementation of MCP (Model Context Protocol) client
Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenClaw plugin support
An MCP server who knows a development process and helps vibing the structured way
ToolHive's registry catalog of MCP servers
Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured AI perception, and built-in security. Deploy once — every AI assistant connects instantly.
All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions
Multi-agent code review mesh — orchestrates AI agents from multiple providers to review code in parallel, cross-review each other's findings, and build accuracy profiles over time. Agents that catch r
No description
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
Draw.io Model Context Protocol (MCP) Server
Production-ready AI agent orchestration platform with 66 specialized agents, 213 MCP tools, ReasoningBank learning memory, and autonomous multi-agent swarms. Built by @ruvnet with Claude Agent SDK, ne
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
AWS MCP Proxy Server
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Built from the ground-up for agents, Vessel Browser is an open source AI browser for Linux/Windows that provides a durable state, MCP control, and BYOK with full autonomous browsing. Use with Hermes A
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ｜ 長期記憶やペルソナ、ツール連携を完備。 次世代の「自律型AIエージェント」Discordボット！
Describe it or draw it. Kiln makes it real. — 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Self-improving agent governance: 👍/👎 → Pre-Action Gates that block repeat AI mistakes. Stop paying for the same mistake twice.
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
Research, create, automate. Work so fast it feels like play. Get an ai co-worker on your machine. It can read-write files, code safely in sandbox, use your browser. Customize it with skills. Integrate
Persistent agents for Claude Code as a plugin, not a harness. Memory, personality, messaging across WhatsApp, Telegram, and Discord, plus a service mode for 24/7 runs. Imports from OpenClaw.
The community development of a MCP server for a Teradata database
Shell and coding agent on mcp clients
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
Security auditor for AI agent configurations. Scans Claude Code setups for vulnerabilities, misconfigs, and injection risks.
Agent Interface Discovery
MCP tool management and workflow proxy
Attio Model Context Protocol (MCP) server implementation
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB — just markdown + git sync.
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
MCP-NixOS - Model Context Protocol Server for NixOS resources
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
Command-line tool for debugging MCP servers
Unity plugin for Coplay
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch
MCP Server for app automation - Give your AI Agent eyes and hands inside any app (Flutter, React, Web, Native)
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, legacy software, internal tools. No API needed. One Docker comm
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
An API server that implements the official MCP Registry API, providing standardised access to MCP servers from multiple backends, including file-based and other API-compliant registries.
The Developer's Guide to AI - A Field Guide for the Working Developer
Open-source multi-agent AI assistant powered by LangGraph, FastAPI & Next.js — 16+ agents, Human-in-the-Loop, MCP integration, voice TTS, RAG, 500+ metrics, 6 languages.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
Security intelligence API and MCP server for AI agents. 25 tools, 35+ endpoints: CVE/EPSS/KEV, domain recon, SSL, IP reputation, threat intel, email security, code scanning. Free, no signup.
The Map Everyone's Missing: LLM Knowledge Engineering in 2026 — First unified guide connecting RAG, Context Engineering, Harness Engineering, Skill Systems, Agent Memory, MCP, and Progressive Disclosu
MCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and autonomous sub-agents. Self-hosted, open-source, pluggable
Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-prereq instal
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
A SEC EDGAR MCP (Model Context Protocol) Server
A Model Context Protocol (MCP) server for automating openMSX emulator instances. This server provides comprehensive tools for MSX software development, testing, and automation through standardized MCP
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
MCP server for Atlassian tools (Confluence, Jira)
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
The first open-source AI agent built for offensive security. Autonomous pentesting from your terminal.
简洁的测试平台日志，波形(FSDB/VCD)，根因分析MCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
Keryx: The Fullstack TypeScript Framework for MCP and APIs
A lightweight AI agent framework for vertical domain applications | 面向垂域应用的轻量级 AI Agent 框架
A fully functional and production-grade reverse engineering MCP Server
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.
The agent environment for long-horizon work, continuity, and self-evolution.
Compact, efficient, and extensible long-term memory for LLM agents.
PowerPlatform Model Context Protocol server
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into what’s urgent and what’s important, so you can finally get stuff done without burning out. It’s simple, visual,
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
The cognitive database. A new class of data storage. Not a vector store, not a graph DB, not a RAG wrapper. Ebbinghaus decay, Hebbian learning, and Bayesian confidence are engine-native primitives.
Transform Claude Code into a full development team. 11 specialized agents (Architect, Engineer, QA, Security, UX, DevOps, and more), persistent memory across sessions, and 25,000+ on-demand skills. Wo
Stigix is a lab platform to validate SD‑WAN and SASE. It unifies SaaS traffic generation, security tests, convergence probes, and voice/IoT/VyOS simulations in one web UI
Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.
Give any AI agent access to your Obsidian vault over MCP
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell tools and mcp server support.
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation
Portable multi-agent AI developer setup for Claude Code + Ollama. Role-based local LLM orchestration via Bash — plan, code, review, commit. Zero Dependency. Works with any language stack.
Open-source security platform for AI agents -- audits skills before install, monitors 24/7, shares threat intelligence across all users. | AI Agent 開源安全平台 -- 安裝前審計 skill、24/7 即時監控、社群共享威脅情報。
MCP Server for Simplenote integration with Claude Desktop
Remote MCP server for ChromaDB
MCP server for searching and retrieving Claude Agent Skills using vector search
Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-sessio
MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools for Eventhouse (https://aka.ms/eventhouse), Azure Data Explorer (https://aka.ms/adx, and other RTI services (co
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligen
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VICE debugger
MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的
Pan by Euraika — a self-hosted AI workspace for Hermes Agent. Chat, skills, extensions, memory, profiles, and runtime controls.
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
Universal memory layer for AI applications. Self-host in minutes. Open source.
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
Developer-focused Mapbox MCP Server
MCP server for Copilot Money App - AI powered personal finance queries using local data
SDK to build Agents in rust. Build and manage complex, self-correcting agent teams. Launch multi-agent systems via configuration files or using an Agent Factory. It's the robust framework for orchestr
Meerkat - A modular, high-performance agent harness built in Rust.
Video editing MCP server for AI agents. 83 tools, 858 tests collected, 3 interfaces. Works with Claude Code, Cursor, and any MCP client. Local, fast, free.
This is a tool that helps you quickly build backend services based on Asp.Net Core and EF Core. It provides command line, WebUI and IDE MCP support. In a well-designed project architecture that has be
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Open source AI agent CLI with executor framework (a8e, Claude Code), gateway relay, MCP support, and scrolling TUI
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform. Supports full range of Alibaba Cloud services a
All-in-one agent harness for Claude Code — Boss meta-orchestrator, 200+ agents, 200+ skills, 87 rules, 3 MCP servers, 7 hooks. One plugin install.
A productive AI coworker that learns, self-improves, and ships work.
AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo
754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Cop
The Google Ads MCP Server is an implementation of the Model Context Protocol (MCP) that enables Large Language Models (LLMs), such as Gemini, to interact directly with the Google Ads API.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
A local Apple Documentation crawler and MCP server. Written in Swift.
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write — before data enters your pipeline.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloudflare Workers.
MCP server to provide Figma layout information to AI coding agents like Cursor
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
MCP server for AvatarBook — autonomous AI agent social platform
GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.
All-in-one agent harness for OpenAI Codex CLI — Boss meta-orchestrator, 400+ agents, 200+ skills, 3 MCP servers. Install once, get every specialist ready.
Centralized repository for public facing plugins
BigQuery MCP server for Claude — query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export data
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
Claude Code plugin for AI-driven Smalltalk (Pharo) development
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake
A headless MCP server for IDA Pro 9+
EdgeCrab 🦀 A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw — Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
Glassmorphic web interface for Hermes Agent — your self-hosted AI assistant
Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.
Local First AI SEO Software on Nix, FastHTML & HTMX
Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. — AI Orchestration for Everyone
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.
OpenClaw-inspired autonomous AI agent built entirely in n8n. Adaptive RAG-powered memory, Skills via MCP templates, Expert Agents with delegated sub-agents, proactive task management, media understand
A comprehensive stdio MCP server for DataForSEO API
A lightweight coding agent that runs in your terminal.
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video (coming soon)
MCP server for elisym - AI agent discovery, jobs, and payments
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and
Persistent, deterministic, and user-managed project memory for vibe coding.
eBPF-based GPU causal observability agent
AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open s
🤖 Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP tools, and Skills — with sandbox isolation, multi-model support, and Feishu/Slack integration.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.
AI coding agent for your terminal, implemented in pure Rust
Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.
Local-first AI assistant — 9 specialized agents (code, web, debug, security…), 10M token vector memory, mobile relay via secure tunnel, real-time web search and document processing. Runs 100% on your
Build autonomous AI agents in Python.
Testrail MCP Server
Lad MCP Server: Autonomous code & system design review for AI coding agents (Claude Code, Cursor, Codex, etc.). Features multi-model consensus via OpenRouter and context-aware reviews via Serena.
MCP server for token-efficient large document analysis via the use of REPL state
Self-hosted orchestrator for AI autonomous agents. Run Claude Code & Open Code in isolated linux workspaces. Manage your skills, configs and encrypted secrets with a git repo.
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
Automate ChatGPT registration and extract OAuth access_token and refresh_token with email handling, Sentinel bypass, and PKCE capture
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
A comprehensive MCP server for Metabase with 70+ tools.
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
Ham radio & GMRS gateway, repeater and packet radio — bridges two-way radios to Mumble, Broadcastify, and the internet. AIOC USB, RSPduo dual SDR, TH-9800/D75/KV4P CAT control, AI announcements, ADS-B
The Mind Palace for AI Agents — Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
Cognithor - Agent OS: Local-first autonomous agent operating system. 16 LLM providers, 17 channels, 112+ MCP tools, 5-tier memory, A2A protocol, knowledge vault, voice, browser automation, Computer-us
Open-source security tools for AI agents. Find vulnerabilities, fix root causes, prove compliance.
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
Official Scrapfly MCP server for Cursor, Claude Desktop, and any MCP-compatible client. Enterprise-grade web scraping, AI extraction, and anti-bot–aware data access as first-class tools.
Agent-ready telemetry SDK — enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped.
iOS dynamic library MCP for agents
Vibecoding 系列教程：从环境搭建到多智能体协作，涵盖 MCP、Skills、Agent 分工治理
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v
A unified agent orchestration hub that lets you configure and manage multiple AI agents (native, ACP, AGUI, Claude Code) via YAML, and exposes them through standardized protocols (ACP/OpenCode Server)
MCP Server para 41 APIs públicas brasileiras
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider — OpenAI-compatible APIs, Claude Code, or C
🌌 Explore 255+ essential skills for AI coding assistants like Claude Code and GitHub Copilot to enhance your development workflow.
Open-source Cloudflare Browser Rendering proxy — 10 MCP tools for Claude Code (content, screenshot, PDF, markdown, scrape, JSON AI extraction, links, a11y, crawl)
Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
AI agent memory & session orchestrator for MCP — persistent KV-Cache, Soul Board, immutable Ledger
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
🛠️ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cur
High-performance zero-dependency L4/L7 load balancer written in Go. Single binary with Web UI, clustering, MCP/AI integration. 8.5K RPS, 39 E2E tests.
Provider-agnostic AI orchestration for VS Code. Intelligent workspace analysis, Code Execution MCP server, and project-adaptive multi-agent workflows — all natively integrated into VS Code.
🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
🚀 Transform Antigravity into standard Claude and Gemini APIs, enabling seamless tool use, structured outputs, and workaround support for MCP issues.
Open-source Agentic AI framework in Go for building, orchestrating, and deploying intelligent agents. LLM-agnostic, event-driven, with multi-agent workflows, MCP tool discovery, and production-grade o
AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
The AI agent you're supposed to break. 14 agents, 12 vulnerability categories, zero consequences.
MCP server for the X API
A Model Context Protocol (MCP) server exposing Lucide icons as resources and tools for LLMs and agentic applications. Built with Bun and the MCP TypeScript SDK.
MCP server created for Freshservice, allowing AI models to interact with Freshservice modules
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, ga
MCP server for Tank - scan and publish AI agent skills from your editor
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.
🚀 Generate and extend production-ready Model Context Protocol (MCP) servers with a modern CLI tool that showcases all MCP features in one cohesive example.
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.
AI Agent Governance for TypeScript — policy enforcement, scoring, compliance, and audit for AI agents
🤖 Develop enterprise AI agents with integrated tools for chat, video, image editing, and secure multi-tenant workflows.
XC-MCP delivers an intelligent MCP server for Xcode tooling with progressive disclosure and caching to prevent token overflow. It speeds workflows and boosts reliability in development 🐙
An MCP server for interacting with Google Colab
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
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aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Se
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
AI agent platform with multi-thread orchestration, MCP integrations, and dashboard
See how you really use AI — X-ray your AI coding sessions locally
MoFlo — AI agent orchestration for Claude Code. Forked from ruflo/claude-flow with patches applied to source, plus feature-level orchestration.
MCP server for microsandbox — manage microVM sandboxes from any AI agent
OneKey Gateway CLI and SDK for routing AI agent, MCP, Skills and LLM requests by DeepNLP x AI Agent A2Z
MCP server for retellai
TITAN — Autonomous AI agent framework with self-improvement, multi-agent orchestration, 36 LLM providers, 16 channel adapters, GPU VRAM management, mesh networking, LiveKit voice, TITAN-Soma homeostat
Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP,
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.
AI agent that controls computer with OS-level tools, MCP compatible, works with any model
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
💻 Build and manage projects efficiently with the OpenCode Web UI CLI, featuring a chat interface, file previews, and model selection.
MCP bridge giving Claude Code full IDE integration — 25+ tools for LSP, debugging, terminals, Git, GitHub, diagnostics, and more. Works with VS Code, Windsurf, Cursor, and Antigravity.
Lint your AI agent context files, MCP server configs, and session data against your actual codebase
🔗 Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
A MCP server to use StatCAN data
🧠 Empower AI agents with instant knowledge of your business using structured markdown files for consistent, accurate outputs every time.
A Multi-Agentic AI Assistant/Builder
💰 Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
🧠 Enhance AI agents with a collection of skills for improved coding assistance, enabling efficient and production-ready solutions.
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
🚀 Discover and explore the 100 GitHub projects that shaped the tech landscape of 2025, enhancing your development toolkit and knowledge.
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
MCP Server for OPNSense to act as IaC proxy
Autonomous AI Agent SDK for React Native & Expo — AI reads your live UI, acts via natural language, real-time voice agent (Gemini Live), and AI-powered testing via MCP (Model Context Protocol). One co
UK due diligence MCP server — Companies House, corporate research, compliance checks
Multiplatform system monitoring tool using Cosmopolitan Libc
A Slack bot and MCP client acts as a bridge between Slack and Model Context Protocol (MCP) servers. Using Slack as the interface, it enables large language models (LLMs) to connect and interact with v
NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MC
MCP server for bidirectional AI agent collaboration — spawn and communicate with any AI coding agent CLI
MCP server for Deckpipe — create, edit, and export slide decks from any AI agent
Autonomous AI Agent Harness — persistent memory, SWARM orchestration, event-driven triggers. The KAIROS pattern, built independently before the Claude Code leak. pip install adam-framework
A practical LLM learning path from clear prompting to tool use, IDE collaboration, MCP, Skills, and harness-driven agent workflows.
OSCAL tools for AI agents
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
No description
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
Self-hosted autonomous AI agent — runs on your PC, controls your environment, connects to any MCP server.
Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compou
AI agent integration plugin for Baseplate — generates AGENTS.md, CLAUDE.md, .mcp.json, and .agents/ configuration files
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
🛠️ Build efficient Zig-based tools with MCP.zig, focusing on modularity and performance for streamlined software development.
MIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions th
One command to turn any codebase into an MCP server
Enable AI assistants to design, explore, and automate n8n workflows using detailed node info and curated templates for efficient automation.
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
🔍 Eliminate data until revealed with Ghost Protocol, a privacy system that ensures security through absence, not secrecy.
Let your agent write code and execute code directly in the browser with WASM
📝 Fetch Twitter/X content and convert it into blog posts using the MCP server for seamless integration and easy content management.
Your machine's AI brain. One 20MB binary gives every tool, script, and cron job shared AI memory + 114 API routes. Desktop app, CLI, Telegram — all connected. Rust-powered.
🎨 Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
🤖 Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
🌟 Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.
🔍 Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
A fully-featured, GUI-powered local LLM Agent sandbox with complete MCP protocol support. Features both CLI and full desktop environment, enabling AI agents to operate browsers, terminal, and other
Turn Claude Code from a chat assistant into an autonomous coding system
🚀 Build and run a scalable Playwright automation framework in TypeScript for UI, API, and performance testing, embracing Shift Left practices.
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.
🔍 Access Google Search Console analytics directly to uncover SEO insights, keyword cannibalization, and traffic opportunities with ease.
Monitor and visualize your Claude Code API interactions with Claude Code Proxy. Easily set up a transparent proxy and live dashboard. 🛠️🚀
The file protocol for AI agent context. Encrypted, signed, peer-to-peer.
AI agent skills for Contentrain — workflow procedures, framework integration guides
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
🚀 Host n8n on Oracle Cloud Free Tier using Docker, secure it with Nginx and HTTPS, and connect via a custom domain with this straightforward guide.
A 27-chapter hands-on tutorial for building an autonomous AI agent from zero in Python. Agent loop, tool system, memory, skills, MCP, multi-platform gateway, and self-evolution — inspired by Herme
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
Hermes Agent rewritten in Rust: production-grade multi-platform AI agent runtime with gateway adapters, tool orchestration, MCP, memory plugins, and cost-safe autonomous loops.
Zero-dependency CLI for cross-model AI agent communication setup
🔧 Expose Hono API endpoints as MCP tools, simplifying integration and enhancing your API's functionality.
Enhance your AI coding assistant by injecting curated design patterns, best practices, and architecture guidance for production-ready code.
Provide ready-to-use Claude Code commands, subagents, hooks, skills, and configs to simplify setup and speed up development.
Elevate your AI assistants by configuring them for any role or workflow. Explore the primitives that unlock their full potential.
🔍 Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
Enable multi-chain batch crypto payments, payroll, swaps, invoices, price feeds, and AI-powered transaction tools for OpenClaw agents.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
Foundational AI agent metacognitive skills and workflows for the Adamic ecosystem.
🚀 Boost your coding efficiency with OpenSem, a bootstrapping template for Serena and Superpowers, enabling quick setup without scripts.
🤖 Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
🔍 Discover security flaws and improve code quality with ShenCha, an AI-powered autonomous code audit agent designed for developers.
🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
📝 Create and manage Markdown notes with folders, dark/light mode, live preview, and easy export to PDF/Markdown for a seamless note-taking experience.
Install an agentic coding setup that adds multiple AI agents, skills, and rules to enhance automation across GitHub, Azure DevOps, or GitLab repositories.
Dropshipping automation with AI — import AliExpress/Alibaba products to Shopify & Wix via DSers. Open-source MCP server. Bulk import, pricing rules, multi-store push.
The API layer for AI agents. Dashboard + 22K APIs + 18 Direct Call providers. MCP native.
🤖 Define and execute multi-agent AI workflows declaratively using YAML, simplifying orchestration and enhancing collaboration through automatic context handling.
A toolkit for controlling Unity Editor externally via REST API, MCP (Model Context Protocol), and CLI.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
MCP server for Botwallet — AI agent payments with FROST threshold signing on Solana
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
Official integrations for SnapRender Screenshot API — MCP server, SDKs, OpenClaw, ChatGPT Actions, Postman
🎬 Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDance’s model.
🛠️ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
🚀 Seamlessly route requests between multiple LLM APIs using a unified gateway on Cloudflare Workers for efficient development and integration.
🛡️ Enhance code safety with Claude Code Safety Net, a tool designed to identify and mitigate risks in your codebase effectively.
🔍 Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
🪝 Customize and deploy ready-to-use hooks for Claude Code, enhancing safety, automation, and notifications in your projects.
MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
Provide ready-to-use plugins, hooks, and commands to enhance Claude Code sessions with data mining, automation, and integration tools.
Enable AI coding assistants to build reliable Databricks workflows, pipelines, and dashboards with trusted sources and streamlined development.
🛡️ Enhance Claude Code with security and utility hooks to prevent prompt injection and extend functionality through custom scripts.
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
🚀 Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
A comprehensive Model Context Protocol (MCP) server that provides access to over 100 IT tools and utilities commonly used by developers, system administrators, and IT professionals. Inspired by https:
arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.
Open infrastructure/control plane for Unchained
Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf
Zero-knowledge encrypted sync for AI agent context
AI-powered job search automation — evaluate offers, generate ATS-optimized CVs, scan portals, negotiate, and track applications. One config drives OpenCode, Cursor, Claude Code, and Codex. Free end-to
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Enhance file search on Windows by integrating Everything search service with a fast and simple replacement search tool.
AI agent platform and MCP server — knowledge packs, AI agent tools, workflow automation, and CLI
Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click — Claude captures atomic concepts, finds cross-domain analogies, and links them wi
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
Provide a unified context intelligence layer for AI agents with seamless integration and full capability in a single Python package.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Implement a three-layer memory system for Claude Code to enhance AI retrieval, organization, and querying with automatic and on-demand layers.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
🔍 Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
🤖 Enhance customer support with an AI chat platform that delivers intelligent, context-aware responses through a seamless full-stack solution.
🚀 Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.
🤖 Empower your coding with Note Studio AI, a privacy-focused IDE offering offline AI support and high performance for seamless development.
🌐 Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
Implement a contract-first dev workflow that plans, runs, verifies, and fixes code tasks for reproducible, auditable, and verifiable development.
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
🤖 Explore AI agent architectures with agentic-ai, featuring ReAct agents, reflection-based designs, and modular LLM integrations using LangChain and LangGraph.
Scan and fix vulnerabilities in Python, JavaScript, TypeScript, Go, and Java code using AI-powered analysis with 200 built-in security rules.
🎥 Generate AI-driven videos with Seedance 2.0, offering precise physics, lip-sync, and prompt accuracy for seamless content creation.
🌐 Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
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🤖 Orchestrate AI models like GPT and Claude for seamless collaboration in multi-agent development tasks with the Claude Team MCP Server.
Torvian Chatbot is a self-hosted chatbot platform with a Ktor backend and Compose Multiplatform clients, supporting OpenAI-compatible APIs, Ollama local models, and MCP tool calling with per-call user
🤖 Build personalized intelligent agents easily with AgentX, a platform that simplifies creation using natural language and integrated tools.
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
Build and manage AI-driven workspaces using Next.js, React, and TypeScript with customizable UI and MIT licensing.
📋 Empower AI agents to autonomously manage projects with a filesystem-based Kanban system for efficient task tracking and documentation.
🛠️ Manage and sync your coding skills across multiple AI tools with this cross-platform desktop app for streamlined organization and efficiency.
🧭 Discover and navigate AI Agent Skills with Awesome-Agent-Skills, your go-to resource for Claude, OpenAI, and MCP Servers.
🤖 Connect DingTalk with OpenClaw Gateway for AI-driven chat responses and session management using a bot or DEAP Agent integration.
An AI guardian that remembers, watches, and acts.
🚀 Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
Audit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.
Sovereign AI agent — persistent identity, accumulated trust, governance at the boundary
🚀 Explore high-quality skills for SpoonOS, Web3, AI productivity, and enterprise tooling with 57+ curated Python scripts across multiple challenge tracks.
🖥️ Enhance your terminal interactions by allowing AI to see and control your session for real-time debugging and automation.
The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb
One memory layer for every AI agent. Local-first, markdown source of truth, and CLI/HTTP/MCP native. Your agent forgot who you are. Again. Dory fixes that.
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
CLI + MCP server for ZuckerBot — run Facebook ad campaigns from your terminal or AI agent
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions
Security guardrails for Claude Code, MCP tools, and Claude cowork workflows. Local-first modular YARA-style guard packs for secrets, exfiltration, prompt injection, MCP abuse, and risky agent actions.
AI co-pilot for ComfyUI — 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
MCP Server for publicly available real-time Indian Mutual Funds data
Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants — enabling instant, natural language search and deep repository
🤖 Discover top AI agent skills with our curated collection, featuring automated updates and precise classification from the GitHub ecosystem.
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal or Telegram.
Autonomous AI agent built on Claude Code Channels — scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord
Self-evolving deep research system for Claude Code. Zero API keys.
📱 Monitor your AI conversations and model quotas effortlessly with Antigravity Mobile, a mobile-friendly dashboard for Antigravity IDE.
Astralform JS SDK - AI agent orchestration with WebMCP support
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
🚀 Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
Let Agents Chat — MCP server for AI agent communication
MCP server exposing public instruction workflows as tools, backed by hidden AI agent skills for requirements, orchestration, quality, research, evaluation, governance, resilience, and physics-inspired
Dial your AI agent into every platform. One identity. Every channel.
MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched
Laravel-native client for Model Context Protocol (MCP) servers. Built by Redberry (Diamond-tier Laravel partner). Used by LarAgent and other frameworks to enable AI agent functionality.
飞书 × Cursor MCP Server – 通过飞书与 AI Agent 实时沟通
Open-source terminal AI agent. 787+ tools, 35 agents, 20 providers. Dreams, learns, watches your system. Controls your phone. Fully local, fully sovereign. MIT.
📝 Enhance your academic writing with tailored AI prompt templates and practical agent skills to boost efficiency and reduce repetitive tasks.
Graph-based workflow enforcement and persistent memory for AI coding agents. Define structured workflows in YAML. Enforce them at tool boundaries via MCP. Build a persistent knowledge graph that grow
Build custom WhatsApp AI agents with Claude Code in under 30 minutes, no coding needed.
🛒 Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
Formula WorkPaper runtime and MCP server for Node services and agent tools
MCP server for letsrunit — AI-agent browser test generation and execution
Automate cold email campaigns effortlessly with SmartLead MCP Server. Integrate with AI tools for streamlined communication. 🚀💻
Provide reliable, repository-scoped memory for AI coding agents with code citations, just-in-time verification, and stale-proof data management.
🤖 Build and explore powerful AI agents that solve real-world tasks using tools, memory, and reasoning within a collaborative hub.
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mappi
Local-first AI agent memory — one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs
kbot — the AI agent that dreams, learns, and evolves. 764+ tools, 35 agents, 20 providers. Music production, iPhone control, financial analysis, cyber threat intel. Always-on daemon. Runs offline. npm
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
macOS secrets manager with Touch ID. Stores API keys in the Keychain, detects AI agents, delivers secrets via encrypted handoff. Free, open source, local-only. A dotenv alternative for developers.
Push live data streams into your AI coding agent. LLM/AI agent? Run: npx livetap --llm-help
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
Claude Code skills collection — CCA study guides, Twitter research, MCP review, auto-iteration tools
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.
Semantic code search for AI agents — 166+ languages, hybrid search, works offline
No description
Your AI-powered SWE teammate, built into your git workflow
🧠 Accelerate research with SynapseFlow, an AI assistant utilizing 66 agents for swift literature reviews, citation analysis, and hypothesis generation.
A command-line information store for quick reference of frequently used data, with dot notation paths, shell completions, and MCP server for AI agent integration.
Agency-grade Discord MCP server — multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents
India-first MCP server for NSE/BSE, fundamentals, analytics, and daily research workflows.
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
Chronos is visual AI agent builder - tailored for self-hosted deployments and observability
Rune - Discipline Engineering - Multi-agent engineering orchestration for Claude Code. Plan, work, review, and audit using Agent Teams.
🌐 Transform your ideas into real websites and apps using AI tools, guiding each step for a smooth development process from concept to launch.
Autonomous local AI assistant in Go — 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
🚀 Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
🗺️ Optimize token usage by over 95% when navigating large codebases with Claude Code, enhancing your productivity in AI development.
🔌 Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.
Unofficial MCP server for Mistral AI developer docs and API reference. One public URL, no auth, works in every MCP client.
AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, track treatment — all from your phone. Open source, used in active treatment.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
⚡ Real-time token, context & agent dashboard for Claude Code — zero polling, pure stdin
🌐 Build a Model Context Protocol (MCP) server for seamless integration with LLM applications, enhancing automation and efficiency in workflows.
Self-evolving Claude Code wrapper — handles any computer work a human can do. 94+ skills, 14 agents, computer use, self-improvement.
🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
🤖 Enhance AI capabilities with modular Skills that provide expert knowledge, workflows, and integrations for any project.
🧠 Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
Three-tier AI agent MCP orchestration system: Chancellor (Opus), Executor (Sonnet), Aide (Haiku)
AI agent orchestration with MCP and tool support
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
🚀 Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.
🔍 Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.
Developer-first Apify data APIs and MCP tools for scraping, monitoring, RAG, transcripts, jobs, Reddit, and restaurant data.
Enable autonomous AI workflows with a local-first, zero-trust Rust framework for high-performance multi-agent orchestration and deterministic execution.
A curated, daily-updated list of awesome resources, tools, SDKs, papers, and projects for Anthropic & Claude AI
🤖 Build AI and Gen AI agents using Model Context Protocol (MCP) with hands-on projects and practical tools like LangChain and CrewAI.
🧹 Simplify your MCP servers with mcp-tidy, clearing server bloat to enhance performance and improve tool selection in Claude Code.
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
📊 Analyze and visualize Model Context Protocol (MCP) traffic with RETICLE, your Wireshark-like tool for better network insights.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
🌐 Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
No description
The most comprehensive MCP server for Meta's business platform. 200+ tools covering Facebook Pages, Instagram, Threads, Ads Manager, Commerce, Conversions API, Audiences, Insights, and Ad Library.
Decentralized coordination protocol for autonomous agents
🌟 Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
🚀 Connect your IDE or AI assistant to the Codex CLI with this open-source MCP server for efficient automation and robust code analysis.
🔍 Automate research tasks with the Autonomous Research Agent, utilizing intelligent queries and parallel searches to create concise, comprehensive reports.
🔍 Ask questions about your shop data in natural language and get instant answers about appointments, customers, and repair orders with Tekmetric MCP.
An RAG for code development, implemented as MCP server with cocoindex
Lightweight, modular AI agent runtime — thinks (Hrafn) and remembers (MuninnDB) 🐦⬛
⚡ Enable real-time communication with Claude using this WebSocket server, designed for easy deployment and integration with the Claude Agent SDK.
🚀 Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
AI agent for cloud service recommendations — Chrome-verified pricing, real gotchas, jobs, and community
A collection of Summoner clients and agents featuring example implementations and reusable templates
Provide a JSON-RPC 2.0 server that enables Claude Code access via stdio or WebSocket without requiring an API key or extra authentication.
🛡️ Enable secure, read-only SSH access for LLM agents to audit servers, run diagnostics, and inspect logs without risking data changes.
🛡 Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
⚙️ Define and compile AI coding rules, commands, and templates into workflows that work across multiple editors and agents.
🐳 Run Claude Code safely in isolated Docker containers with persistent projects and easy setup on macOS using Justfile automation.
🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
🛠️ Enhance agent capabilities with Wondel.ai Skills, offering a suite of plugins for product strategy, UX design, marketing, sales, and innovation.
🤖 Build and deploy scalable Multi-AI Agent systems with LangGraph and Groq LLMs to enhance intelligence across enterprise applications.
Security scanner for AI agent packages — CLI + MCP server
BRUNELLA AGENT SYSTEM (BAS) – A JÖVŐ DIGITÁLIS SZERVEZETE
🌊 Remove watermarks from Gemini AI images quickly and effortlessly with a browser-based tool that requires no server dependencies.
🧠 Store and search your notes effectively with Git-native memory storage, enhancing productivity for Claude Code users.
Connect Kimi Code’s large-context reading with Claude Code’s reasoning for efficient, cost-effective codebase analysis and edits.
Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.
SynthCode - Synthesize any LLM into a production-grade AI agent. Battle-tested agentic patterns, model-agnostic, TypeScript-first.
🤖 Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
🔍 Enhance code search accuracy with Smart Coding MCP, an AI-driven server that uses intelligent embeddings for quick, relevant results.
🤖 Explore and utilize top open-source tools for running, fine-tuning, and building LLMs entirely locally, without cloud dependencies or API keys.
🔧 Enhance agent skills with the Awesome Agent Skills MCP Server, providing powerful tools for managing and optimizing agent functionality.
🗂️ Manage your tasks easily with TaskFlow, a minimal Node.js application that supports adding, viewing, completing, and deleting tasks while saving data as JSON.
Display real-time OBD2 data on ESP32 2.8" touch screen using serial ELM327 for accurate diagnostics, performance charts, and configurable gauges.
🌐 Develop WebGPU-enabled Three.js applications with TSL for advanced shading, materials, and post-processing effects in your projects.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
📊 Convert Excel files to multiple formats like JSON, CSV, and SQL with this powerful Rust CLI tool, offering speed, flexibility, and easy customization.
🔍 Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
🌐 Simulate a complete modern web ecosystem for autonomous AI agents to explore, interact, and be observed within a robust research platform.
An open-source SSPM tool written in Go
Manage and debug local Model Context Protocol servers with an easy desktop app that auto-discovers and monitors MCP instances.
Prepare for the AZ-104 exam with guided labs, practice questions, and resources tailored for Azure Administrator Associate certification success.
🛡️ Block distracting websites when Claude Code is in use, ensuring focused work sessions and minimizing interruptions.
Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.
agtm: CLI Tool for AI Agent Management, Skills, Agent, MCP, API Registry, Benchmarks and Hints in AI Agent Marketplace
AI-indexed portfolio and CV site with machine-readable profile data, evidence-backed case studies, verification signals, and a live MCP endpoint for agent access.
Cut AI Agent token costs by 96%. Chains multiple tool calls into a single TypeScript code execution in a secure sandbox.
🛠 Enhance WordPress UX with skillful design practices focused on Core Web Vitals, mobile-first design, and seamless navigation.
🦞 Configure Clawdbot for Feishu with three simple commands, enabling your AI assistant to work seamlessly within the platform without the need for public access.
🖼️ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.
🛒 Enable AI agents to shop for users seamlessly, protecting your brand and data while streamlining commerce across any platform.
MCP server for AgentLaunch - create AI agent tokens via Claude Code
📈 Fetch real-time cryptocurrency prices with a reliable server that uses Binance and CoinMarketCap for seamless data access and fallback.
🚀 Transform existing codebases into MCP services with ease using Code2MCP's intelligent automation and minimal intrusion design.
Analyze NSE/BSE stocks using AI-driven technical indicators, position sizing, and risk management tools directly within your terminal.
Scan AI artifacts like agent skills and config files for security risks, privacy issues, and instruction-level attacks with a Python CLI tool.
Track and analyze Claude Code usage, costs, and sessions locally with Claud-ometer for full data control and clear insights.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
Implement Recursive Language Models using Deno and Pyodide to enable scalable, code-driven prompt processing with modular sub-agent calls.
🌐 Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
🚀 Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
🧠 Enable AI coding agents to adopt product management skills and build user-focused software efficiently.
CLI for SkillHub - Create, publish, and manage your AI agent skills
📧 Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
🚀 Migrate your WordPress projects to PHP 8.x effortlessly with structured support for new features and backward compatibility strategies.
Semantic health check for AI agent instruction files
Multi-LLM agent orchestration TUI — parallel Claude/Gemini/Codex sessions, 126 MCP tools
🛠️ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
Security scanner for AI agent tooling — MCP servers, tool definitions, and agentic pipelines
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
Claude Code's Obsidian integration — AI agent toolkit for vault management, journal, notes, search, index sync, and more
MCP server for AI agent-to-agent messaging, backed by Beads
No description
The package manager for AI agent skills
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
A Model Context Protocol (MCP) server for square
编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发、Curs
Autonomous AI agent system — powered by Skippy the Magnificent.
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
WebSocket protocol for real-time AI agent coordination — IRC for machines
One-stop quant-trading AI agent for any coding assistant — MCP server + CLI
Hybrid cloud-local AI Employee that runs 24/7 on a cloud VM, monitors Gmail/WhatsApp, drafts responses, and queues approvals via git-synced Obsidian vault. Human-in-the-loop safety gates for email, so
🚀 Enable seamless browser automation in OpenCode with the Browser MCP plugin for easy navigation and task execution.
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Multi-agent memory intelligence layer — shared knowledge, expertise tracking, and conflict detection for AI agent teams
Zero-dependency fetch wrappers that replace MCP servers for AI agent workflows
Self-hosted AI agent platform for Claude Code CLI. Multi-agent orchestration, task management, Gmail, Calendar, Kanban and more.
MCP server for The Agents — real-time AI agent visualization
Your personal AI agent — powered by Telegram.
Persistent memory layer for AI agent workflows
Jiey — DNA validator, code generator, MCP server & AI agent toolkit
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
Turn Claude Code into a structured development team. 600+ skills via Cortex MCP, 12 agents, 20 commands. Built for people who can direct but don't write code. npx create-bashi-app
开源牛子 Rust-first local coding-agent CLI with a local /v1/threads server, plugins/skills, and Python/TypeScript SDK alphas.
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
Texas county intelligence for water, permits, public evidence, MCP, and field verification.
Robot Resources — AI agent tools. One command to install everything.
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
Commit mode for production AI agent actions. Free verification. Free trust discovery.
MCP server for Cankr AI Agent Token Launchpad on Base
AI agent that pays with virtual cards via Aurex. MCP Server for Claude, Cursor, and any MCP client.
CLI for installing, managing, and publishing AI agent skills from the Shipables registry
The composition layer for AI agent stacks — bundle, install, and sync instructions, skills, and MCP servers across every coding tool
Official SDK for SkillHub API - Types and client for AI agent skills
MCP server for discovering and installing AI agent skills from Loaditout
MCP server for World Order Sim - connect your AI agent to the geopolitical simulation
AI agent orchestration layer for Fiber Network with MCP tools
MCP server for tether.name - AI agent identity verification
MCP Server for AI agent browser automation via Chrome Extension
AI agent session viewer and unified session workspace
CLI and MCP server for AI agent payments on Tempo
Synthesize any LLM into a production-grade AI agent. Battle-tested agentic patterns, model-agnostic, TypeScript-first.
weldable MCP server — give your AI agent hundreds of tools
Set up AI agent integration with Boozang test automation
Local CLI AI agent with multi-provider support
Generate ASG Pay payment links for AI agent funding — CLI & programmatic API. Zero dependencies.
MCP server for Neiracore ACSP — connect any AI agent to the Agent Commons network
Breaknorm MCP Server — AI agent interface for B2B contact database
Mission Control dashboard for Agent Receipts — local web UI for AI agent accountability
Gossip mesh hub — WebSocket relay for AI agent communication
AI agent that monitors chat platforms and responds using Claude Code
IPIO CLI — Distributed AI agent coordination for game development
chathost.io MCP server - deploy websites from your AI agent
MCP server for ATOMS.tech — AI agent integration for requirements management
Describe your project → get a full AI agent team with skills discovered from GitHub
Lightweight AI agent orchestrator with Skill Graph, Memory, Consensus, and MCP
MCP Server for FindSkills — search and discover 32,000+ AI Agent Skills
Pajama Game Studio CLI — Distributed AI agent coordination for game development
Agent Skills Framework - Easy setup for AI agent capabilities and integrations (Claude, Gemini, Codex, GitHub Copilot)
カラーミーショップ CLI with AI Agent Skills
AI agent audit log tool — scans Claude Code, Gemini CLI & OpenClaw logs against OWASP Agentic Top 10
MCP server for the Agent Wonderland AI agent marketplace
AI agent OS for vibe coders — MCP server for Claude, Cursor, Windsurf & Lovable. Security audits, SEO, performance, design tokens, copywriting and 76+ dev tools in one CLI.
Next generation autonomous AI agent for end-to-end testing of web & desktop
Paean AI CLI - Claude Code-like AI agent with local MCP integration, task management, and autonomous worker mode
QuetraAI MCP server — AI agent governance as MCP tools
SDK and CLI for SkillDB — discover, install, and manage AI agent skills
Real Link AI CLI — Distributed AI agent coordination for game development
MCP server for ClawVault - AI agent payment security layer
AI agent platform — security-first orchestration for autonomous agents
Give your AI agent a career. Persistent memory, reputation, expertise, and community — for any MCP-compatible AI agent.
MCP server for the Atelier AI agent marketplace
VESS local AI agent runtime — manages agent identity, permissions, and execution boundaries
A persistent, learning AI agent that runs on your machine. An agent that learns.
Dreamlogic AI Skill Manager — Install, update and manage AI agent skills
Local-first AI agent memory system. No account needed.
CSP AI Agent MCP Server - Centralized AI tools distribution and management
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized
A simple task management system for managing AI dev in Cursor
Tired of hardcoding secrets like API keys in your MCP client configuration (e.g., mcp.json, claude_desktop_config.json)? mcp-secure-launcher lets you run your existing MCP servers securely without mod