Browse: MCP Servers
Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
Build and run agents you can see, understand and trust.
Official, Anthropic-managed directory of high quality Claude Code Plugins.
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
Write HTML. Render video. Built for agents.
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
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
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
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.
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
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
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 leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
OpenTelemetry Instrumentation for AI Observability
Scan MCP servers for potential threats & security findings.
MCP server to manage Facebook and Instagram Ads (Meta Ads)
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
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API
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++.
Browser automation clicks buttons. OpenTabs calls APIs.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
The engine powering hundreds of thousands of MCP connections 🤖 🔥
🤖 MateClaw — Java + Vue 3 AI Assistant with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, and Multi-Channel Support. Built on Spring AI Alibaba.
A comprehensive set of samples of creating and using MCP servers and clients with .NET
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
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.
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
Agentic Coding Rules, Templates etc...
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
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
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
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
Rootly MCP server
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.
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
Automate ChatGPT registration and extract OAuth access_token and refresh_token with email handling, Sentinel bypass, and PKCE capture
An open-source AI agent that brings the power of Gemini directly into your terminal.
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
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
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
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
MCP Toolbox for Databases is an open source MCP server for databases.
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
Official MCP Servers for AWS
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.
Exa MCP for web search and web crawling!
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
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.
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
Security scanner for AI agents, MCP servers and agent skills.
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
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
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
The best way to create, deploy, and share MCP Servers
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 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.
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
Agent samples built using the Strands Agents SDK.
MCP Server for SearXNG
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.
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
A MCP (Model Context Protocol) server for interacting with dbt.
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
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.
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
Linter for AI agent configurations. Validates SKILL.md, CLAUDE.md, hooks, MCP, and more.
Open-source browser automation MCP server. Control your real Chrome from any AI agent.
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
No description
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
🐙 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.
Unity plugin for Coplay
LeanKG: Stop Burning Tokens. Start Coding Lean.
Open source AI agent CLI with executor framework (a8e, Claude Code), gateway relay, MCP support, and scrolling TUI
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
Experimental and pre-release tools for .NET MAUI
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
🚀 The fast, Pythonic way to build MCP servers and clients.
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
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.
Learn it. Build it. Ship it for others.
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
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
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
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
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.
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
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
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
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.
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.
Draw.io Model Context Protocol (MCP) Server
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
Open-source calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
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.
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
MaverickMCP - Personal Stock Analysis MCP Server
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.
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
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
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。
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
Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.
OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
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.
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)
The open-source TypeScript SDK for running AI coding agents in sandboxes. One unified API — swap agents and infrastructure providers without changing your code.
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
Build, deploy, and orchestrate event-driven agents natively on Apache Flink® and Apache Kafka®
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
An MCP server who knows a development process and helps vibing the structured way
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
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
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
🚀 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
MCP server for searching electronic components for PCB assembly
🦀 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.
Code intelligence graph — MCP server + AI agent skills + visualization UI
MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entries, and more
SmartBear's official MCP Server
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
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
Streaming music player that finds free music for you
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
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
A model-driven approach to building AI agents in just a few lines of code.
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
⚡️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
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
The agent environment for long-horizon work, continuity, and self-evolution.
The Context Optimization Layer for LLM Applications
An AI agent for internationalization
No description
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
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
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,
Open-source engine for chat 💬, AI assistants 🤖 & wallets 🪪. React, Typescript, Python, XMPP. Build future apps with chat, AI agents and web3.
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
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
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
MCP Server to previewing mermaid diagrams with live reload
Model Context Protocol for Actual Budget API
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
聚合精选编程 AI 扩展资源：MCP Servers、Skills、Rules、Prompts，周更索引 + 一键安装。
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
A comprehensive stdio MCP server for DataForSEO API
Self improving agents through iterations
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
Chiasmus is an MCP server that gives language models access to formal verification
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
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
🤖 MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration
An MCP server wrapper for reducing tokens consumed by MCP tools.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
🌊 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
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,
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
Stop prompting. Start specifying.
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
A local Apple Documentation crawler and MCP server. Written in Swift.
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
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
Create a plan from a description in minutes
Model Context Protocol SDK for PHP
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
LLM-driven debugger server – give your AI agents step-through debugging superpowers
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
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.
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 querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
A fully functional and production-grade reverse engineering MCP Server
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)
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
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。
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.
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants
AWS MCP Proxy Server
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
CLI, MCP server, and npm library that turns any website into an API — no docs, no SDK, no browser.
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
MCP server to provide Figma layout information to AI coding agents like Cursor
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.
The Unofficial and Awesome Home Assistant MCP Server
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.
Natural (2-way) voice conversations with Claude Code
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
The official MCP server to send emails and interact with Resend
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.
🚀 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
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
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
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
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.
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
Rails Engine with MCP compliant Spec.
Claude Code skills, architectural principles, and alternative approaches for AI-assisted development
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
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
Chrome DevTools for coding agents
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
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
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
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
A jq-like Markdown query language for command-line processing
Give your AI agents persistent memory.
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.
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.
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
🗓️ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
A modular MCP server that provides commonly used developer tools for AI coding agents
Local-first identity, memory, and secrets for AI agents. Portable state across models and harnesses.
Anti-detection browser server for AI agents — REST API wrapping Camoufox engine with OpenClaw plugin support
Security scanner for GitHub repos, Agent Skills, Plugins, and MCP servers. 18 scanners. Zero dependencies.
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.
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
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.
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Declarative Agent Orchestration. Ship while you sleep.
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
Elixir Model Context Protocol (MCP) SDK (hermes-mcp fork)
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
eBPF-based GPU causal observability agent
A headless MCP server for IDA Pro 9+
A command-line interface for MCP servers. curl for MCP.
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
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.
Semantic code searcher and codebase utility
Self-evolving AI agent orchestration framework with Model Context Protocol support
Go framework for agentic AI app with MCP and built-in tools
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.
🌌 Explore 255+ essential skills for AI coding assistants like Claude Code and GitHub Copilot to enhance your development workflow.
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
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
An MCP server for interacting with Sentry via LLMs.
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.
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
On-device context engine and memory for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices
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
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
Agentic memory for CTI in Python — STIX knowledge graphs, threat-actor alias resolution, offline-first RAG, MCP server for Claude Code and LangChain agents
Model Context Protocol - MCP for Mifos X
Build autonomous AI agents in Python.
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.
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.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
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
The community development of a MCP server for a Teradata database
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
Production-ready platform for agentic workflow development.
MCP Server for Computer Use in Windows
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
MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
Self-hosted OpenClaw gateway + agent runtime in .NET (NativeAOT-friendly)
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
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
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
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
Token-efficient navigation substrate for AI coding agents. Index code once and retrieve only the symbols you need.
A local sandbox for your AI agents
Security and best-practices scanner for AI Plugins, covering Codex, Claude, Opencode, Gemini & more. Scores trust for plugins 0-100.
MCP server for token-efficient large document analysis via the use of REPL state
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Claude Code Skills Marketplace: plugins, skills for ADR-driven development, DevOps automation, ClickHouse management, semantic versioning, and productivity workflows
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.
Compact, efficient, and extensible long-term memory for LLM agents.
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.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
Tableau's official MCP Server. Helping Agents see and understand data.
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
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.
A comprehensive MCP server for Metabase with 70+ tools.
Attio Model Context Protocol (MCP) server implementation
Telegram MCP Server and HTTP-MTProto bridge | Multi-user, web setup, Docker and MTProto-Proxy ready
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
Glassmorphic web interface for Hermes Agent — your self-hosted AI assistant
A community driven registry service for Model Context Protocol (MCP) servers.
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
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
MCP Server for Bear note taking app available as Claude Desktop extension or standalone server for any other AI tool
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
Browser-adapted MCP TypeScript SDK - Dynamic tool registration for W3C Web Model Context API and AI agent integration
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
Testrail MCP Server
MCP server for Copilot Money App - AI powered personal finance queries using local data
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.
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
c4 GenAI Suite
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.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
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
Sage Mode for F# development — REPL with solution or project loading, Live Testing for FREE, Hot Reload, and session management.
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。
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
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
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
comprehensive Discord selfbot MCP server using discord.py-self
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
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
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.
Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
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
The AI agent you're supposed to break. 14 agents, 12 vulnerability categories, zero consequences.
An MCP server for interacting with a Trilium instance
MCP server for Tank - scan and publish AI agent skills from your editor
🤖 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
PowerPlatform Model Context Protocol server
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.
Self-improving agent governance: 👍/👎 → Pre-Action Gates that block repeat AI mistakes. Stop paying for the same mistake twice.
A fast CLI tool to sync AI agent configurations and MCP servers across Claude, Copilot, Cursor, and more using symbolic links.
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
The ThoughtSpot MCP Server
Enterprise-grade distributed AI agent framework | Develop → Deploy → Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
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
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.
Obsidian vault intelligence
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.
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.
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
Agent Interface Discovery
🧬 Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
ToolHive's registry catalog of MCP servers
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.
A Multi-Agentic AI Assistant/Builder
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.
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
Rust framework for building Model Context Protocol servers with cancel-correct async, zero-copy serialization, and first-class tool/resource/prompt abstractions
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
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.
Open-source security tools for AI agents. Find vulnerabilities, fix root causes, prove compliance.
Open security scanner for AI supply chain: agents, MCP, containers, cloud, GPU, and runtime with blast-radius analysis.
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.
Give any AI agent access to your Obsidian vault over MCP
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.
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.
Playwright MCP server
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
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
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.
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
A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works
Model Context Protocol (MCP) server for Kubernetes and OpenShift
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
The first open-source AI agent built for offensive security. Autonomous pentesting from your terminal.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory.
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
MCP tool management and workflow proxy
MCP Server for Turkish & American Stock Exchange and Fund Data
An MCP server that leverages official UniFi API
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
Submit and manage Forma (https://joinforma.com) claims from the command line and Model Context Protocol (MCP) clients
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
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
BioMCP: Biomedical Model Context Protocol
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
The file protocol for AI agent context. Encrypted, signed, peer-to-peer.
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
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
Shell and coding agent on mcp clients
Local MCP server for DuckDB and MotherDuck
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
Developer-focused Mapbox MCP Server
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
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
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.
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
The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based approvals.
Command-line tool for debugging MCP servers
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
MCP Server para 41 APIs públicas brasileiras
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
MCP-NixOS - Model Context Protocol Server for NixOS resources
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
High-performance capability authorization engine for AI agents. Cryptographically attenuated warrants, task-scoped authority, verifiable offline. Rust core.
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
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
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.
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.
Heroku Platform MCP Server using the Heroku CLI
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
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
Automatic MCP server generator for FastAPI applications - converts FastAPI endpoints to MCP tools for LLM integration
Make Anthropic Model Context Protocol (MCP) tools compatible with LangChain and LangGraph agents.
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
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
Security auditor for AI agent configurations. Scans Claude Code setups for vulnerabilities, misconfigs, and injection risks.
A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.
MCP Server for app automation - Give your AI Agent eyes and hands inside any app (Flutter, React, Web, Native)
Charles Proxy MCP server for AI agents with live capture, structured traffic analysis, and agent-friendly tool contracts
Cesium MCP Runtime Server — AI Agent 通过 MCP 协议操控浏览器 Cesium
MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
AI agent memory & session orchestrator for MCP — persistent KV-Cache, Soul Board, immutable Ledger
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
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
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
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
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.
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
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.
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.
Pan by Euraika — a self-hosted AI workspace for Hermes Agent. Chat, skills, extensions, memory, profiles, and runtime controls.
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
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
Appwrite’s MCP server. Operating your backend has never been easier.
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!)
MCP server for Atlassian tools (Confluence, Jira)
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
Tools to allow LLM clients to interact with Linux systems remotely
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
A lightweight AI agent framework for vertical domain applications | 面向垂域应用的轻量级 AI Agent 框架
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
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.
One command to turn any codebase into an MCP server
MCP server created for Freshservice, allowing AI models to interact with Freshservice modules
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
MCP server for the X API
Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.
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,
Token-efficient browser MCP server — structured web pages for AI agents, not raw accessibility dumps
Persistent memory for AI coding agents. Cross-session context, global knowledge, and autonomous task execution.
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
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
The Developer's Guide to AI - A Field Guide for the Working Developer
Foundational AI agent metacognitive skills and workflows for the Adamic ecosystem.
Nextcloud MCP 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 agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
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
MCP server for retellai
Monitor and visualize your Claude Code API interactions with Claude Code Proxy. Easily set up a transparent proxy and live dashboard. 🛠️🚀
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
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)
MKP is a Model Context Protocol (MCP) server for Kubernetes
OneKey Gateway CLI and SDK for routing AI agent, MCP, Skills and LLM requests by DeepNLP x AI Agent A2Z
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.
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.
See how you really use AI — X-ray your AI coding sessions locally
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
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
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
An MCP server for interacting with Google Colab
AI image generation skill for Claude Code -- Creative Director powered by Gemini
BigQuery MCP server for Claude — query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export data
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.
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
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
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
My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.
MCP Server for OPNSense to act as IaC proxy
OSCAL tools for AI agents
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
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.
MCP server for Google NotebookLM — 32 tools for notebooks, sources, research, and studio content generation
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Dropshipping automation with AI — import AliExpress/Alibaba products to Shopify & Wix via DSers. Open-source MCP server. Bulk import, pricing rules, multi-store push.
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. 🛡️
This is a Ruby implementation of MCP (Model Context Protocol) client
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,
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:
Remote MCP server for ChromaDB
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.
Multiplatform system monitoring tool using Cosmopolitan Libc
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.
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.
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
A practical LLM learning path from clear prompting to tool use, IDE collaboration, MCP, Skills, and harness-driven agent workflows.
Meerkat - A modular, high-performance agent harness built in Rust.
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.
Centralized repository for public facing plugins
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
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.
🚀 Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
MCP server giving AI a knowledge graph over Obsidian vaults. 13-layer scoring that learns. Local-first, zero cloud.
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
⚙️ Enable AI agents to conduct autonomous penetration testing on any Linux distribution with a persistent and robust Model Context Protocol server.
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
Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloudflare Workers.
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
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.
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.
MCP server for elisym - AI agent discovery, jobs, and payments
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
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.
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
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A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.
飞书 × Cursor MCP Server – 通过飞书与 AI Agent 实时沟通
Local-first Agentic Memory Layer for MCP Agents • 25 tools • Hybrid search (FTS5 + vector + MMR) • GDPR • 100% local
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
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
Enable AI-driven automated Android dynamic analysis by controlling Frida through the Model Context Protocol for streamlined reverse engineering.
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal or Telegram.
Published in CNCF Landscape: A MCP server for Kubernetes.
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake
A single interface to use and evaluate different agent frameworks
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
MCP Server for Simplenote integration with Claude Desktop
MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault
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 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
A comprehensive MCP server for Gradle.
MCP server for Deckpipe — create, edit, and export slide decks from any AI agent
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
A comprehensive MCP-based todo management system, that serves as a central nervous system for Madness Interactive, a multi-project task coordination workshop.
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
AI agent integration for Frigg Framework
AI Agent Governance for TypeScript — policy enforcement, scoring, compliance, and audit for AI agents
A productive AI coworker that learns, self-improves, and ships work.
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
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
Claude Code plugin for AI-driven Smalltalk (Pharo) development
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
Build custom WhatsApp AI agents with Claude Code in under 30 minutes, no coding needed.
🤖 Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.
Connect AI models like Claude & GPT with robots using MCP and ROS.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
A SEC EDGAR MCP (Model Context Protocol) Server
Persistent, deterministic, and user-managed project memory for vibe coding.
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！
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.
The API layer for AI agents. Dashboard + 22K APIs + 18 Direct Call providers. MCP native.
📱 Monitor your AI conversations and model quotas effortlessly with Antigravity Mobile, a mobile-friendly dashboard for Antigravity IDE.
Local First AI SEO Software on Nix, FastHTML & HTMX
Zero-dependency CLI for cross-model AI agent communication setup
Repo-local, per-git-branch, queryable knowledge base for LLM Agents.
Autonomous AI agent built on Claude Code Channels — scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord
Ambient intelligence that sees what you see, hears what you hear, and acts on your behalf
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
MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more
Self-evolving deep research system for Claude Code. Zero API keys.
AI coding agent for your terminal, implemented in pure Rust
A lightweight coding agent that runs in your terminal.
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
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,
MCP server for Elgato Stream Deck control — set buttons, manage pages, wire actions
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
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.
🤖 Discover top AI agent skills with our curated collection, featuring automated updates and precise classification from the GitHub ecosystem.
🚀 Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
Keryx: The Fullstack TypeScript Framework for MCP and APIs
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.
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
Automate cold email campaigns effortlessly with SmartLead MCP Server. Integrate with AI tools for streamlined communication. 🚀💻
🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
🛠️ Connect Blender to Claude AI for seamless 3D modeling and scene manipulation using the Model Context Protocol for enhanced creative workflows.
Open-source, contract-driven data quality validation. Shift-left enforcement at the point of write — before data enters your pipeline.
🤖 Develop enterprise AI agents with integrated tools for chat, video, image editing, and secure multi-tenant workflows.
📝 Enhance your academic writing with tailored AI prompt templates and practical agent skills to boost efficiency and reduce repetitive tasks.
Universal memory layer for AI applications. Self-host in minutes. Open source.
🤖 Build and explore powerful AI agents that solve real-world tasks using tools, memory, and reasoning within a collaborative hub.
AI agent platform and MCP server — knowledge packs, AI agent tools, workflow automation, and CLI
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
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
Lint your AI agent context files, MCP server configs, and session data against your actual codebase
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.
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
Enforce zero-trust rules for AI agents to prevent hallucinations, unsafe actions, and policy bypasses
MCP server for microsandbox — manage microVM sandboxes from any AI agent
Three-tier AI agent MCP orchestration system: Chancellor (Opus), Executor (Sonnet), Aide (Haiku)
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
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Turn Claude Code from a chat assistant into an autonomous coding system
🧠 Accelerate research with SynapseFlow, an AI assistant utilizing 66 agents for swift literature reviews, citation analysis, and hypothesis generation.
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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
MCP server for AvatarBook — autonomous AI agent social platform
🚀 Transform Antigravity into standard Claude and Gemini APIs, enabling seamless tool use, structured outputs, and workaround support for MCP issues.
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 🐙
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
🪈 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
🚀 Generate and extend production-ready Model Context Protocol (MCP) servers with a modern CLI tool that showcases all MCP features in one cohesive example.
🔗 Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
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
Push live data streams into your AI coding agent. LLM/AI agent? Run: npx livetap --llm-help
Chronos is visual AI agent builder - tailored for self-hosted deployments and observability
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.
💻 Build and manage projects efficiently with the OpenCode Web UI CLI, featuring a chat interface, file previews, and model selection.
Open-source terminal AI agent. 787+ tools, 35 agents, 20 providers. Dreams, learns, watches your system. Controls your phone. Fully local, fully sovereign. MIT.
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
AI agent platform with multi-thread orchestration, MCP integrations, and dashboard
Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.
💰 Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
🚀 Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGrid) into "Inbox-as-a-Service" for AI Agents.
MoFlo — AI agent orchestration for Claude Code. Forked from ruflo/claude-flow with patches applied to source, plus feature-level orchestration.
🗺️ Optimize token usage by over 95% when navigating large codebases with Claude Code, enhancing your productivity in AI development.
Generic markdown collection MCP server with FTS5 + semantic search, frontmatter-aware indexing, and incremental reindexing
🧠 Enhance AI agents with a collection of skills for improved coding assistance, enabling efficient and production-ready solutions.
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
India-first MCP server for NSE/BSE, fundamentals, analytics, and daily research workflows.
🧠 Empower AI agents with instant knowledge of your business using structured markdown files for consistent, accurate outputs every time.
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.
🚀 Discover and explore the 100 GitHub projects that shaped the tech landscape of 2025, enhancing your development toolkit and knowledge.
AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.
🔌 Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.
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
🌐 Transform your ideas into real websites and apps using AI tools, guiding each step for a smooth development process from concept to launch.
Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.
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
🌐 Build a Model Context Protocol (MCP) server for seamless integration with LLM applications, enhancing automation and efficiency in workflows.
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
A curated, daily-updated list of awesome resources, tools, SDKs, papers, and projects for Anthropic & Claude AI
🤖 Enhance AI capabilities with modular Skills that provide expert knowledge, workflows, and integrations for any project.
Unofficial MCP server for Mistral AI developer docs and API reference. One public URL, no auth, works in every MCP client.
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
Agency-grade Discord MCP server — multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents
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
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
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
⚡ Real-time token, context & agent dashboard for Claude Code — zero polling, pure stdin
Decentralized coordination protocol for autonomous agents
🔍 Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.
🧠 Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
🚀 Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
🛒 Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
MCP server for searching and retrieving Claude Agent Skills using vector search
SynthCode - Synthesize any LLM into a production-grade AI agent. Battle-tested agentic patterns, model-agnostic, TypeScript-first.
🎨 Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
🔍 Eliminate data until revealed with Ghost Protocol, a privacy system that ensures security through absence, not secrecy.
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
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.
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
🛠️ Build efficient Zig-based tools with MCP.zig, focusing on modularity and performance for streamlined software development.
🚀 Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.
🌟 Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.
🤖 Build AI and Gen AI agents using Model Context Protocol (MCP) with hands-on projects and practical tools like LangChain and CrewAI.
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
A MCP server to use StatCAN data
🧹 Simplify your MCP servers with mcp-tidy, clearing server bloat to enhance performance and improve tool selection in Claude Code.
🔍 Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
📊 Analyze and visualize Model Context Protocol (MCP) traffic with RETICLE, your Wireshark-like tool for better network insights.
Semantic code search for AI agents — 166+ languages, hybrid search, works offline
AI patient advocacy tool for cancer treatment. Understand labs, find clinical trials, track treatment — all from your phone. Open source, used in active treatment.
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
🚀 Build and run a scalable Playwright automation framework in TypeScript for UI, API, and performance testing, embracing Shift Left practices.
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
Elevate your AI assistants by configuring them for any role or workflow. Explore the primitives that unlock their full potential.
🚀 Connect your IDE or AI assistant to the Codex CLI with this open-source MCP server for efficient automation and robust code analysis.
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.
Enable multi-chain batch crypto payments, payroll, swaps, invoices, price feeds, and AI-powered transaction tools for OpenClaw agents.
Display real-time OBD2 data on ESP32 2.8" touch screen using serial ELM327 for accurate diagnostics, performance charts, and configurable gauges.
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
🌐 Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
Enable AI assistants to design, explore, and automate n8n workflows using detailed node info and curated templates for efficient automation.
Enable autonomous AI workflows with a local-first, zero-trust Rust framework for high-performance multi-agent orchestration and deterministic execution.
🔍 Ask questions about your shop data in natural language and get instant answers about appointments, customers, and repair orders with Tekmetric MCP.
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Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
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
🤖 Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
Self-evolving Claude Code wrapper — handles any computer work a human can do. 94+ skills, 14 agents, computer use, self-improvement.
Your AI-powered SWE teammate, built into your git workflow
🔍 Access Google Search Console analytics directly to uncover SEO insights, keyword cannibalization, and traffic opportunities with ease.
🔍 Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
🤖 Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
🛡 Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
🛡️ Enable secure, read-only SSH access for LLM agents to audit servers, run diagnostics, and inspect logs without risking data changes.
Connect Kimi Code’s large-context reading with Claude Code’s reasoning for efficient, cost-effective codebase analysis and edits.
Install an agentic coding setup that adds multiple AI agents, skills, and rules to enhance automation across GitHub, Azure DevOps, or GitLab repositories.
Provide reliable, repository-scoped memory for AI coding agents with code citations, just-in-time verification, and stale-proof data management.
AI agent skills for Contentrain — workflow procedures, framework integration guides
⚙️ Define and compile AI coding rules, commands, and templates into workflows that work across multiple editors and agents.
🚀 Boost your coding efficiency with OpenSem, a bootstrapping template for Serena and Superpowers, enabling quick setup without scripts.
⚡ Enable real-time communication with Claude using this WebSocket server, designed for easy deployment and integration with the Claude Agent SDK.
🌐 Simulate a complete modern web ecosystem for autonomous AI agents to explore, interact, and be observed within a robust research platform.
📝 Create and manage Markdown notes with folders, dark/light mode, live preview, and easy export to PDF/Markdown for a seamless note-taking experience.
A toolkit for controlling Unity Editor externally via REST API, MCP (Model Context Protocol), and CLI.
🔍 Automate research tasks with the Autonomous Research Agent, utilizing intelligent queries and parallel searches to create concise, comprehensive reports.
🐳 Run Claude Code safely in isolated Docker containers with persistent projects and easy setup on macOS using Justfile automation.
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
AI agent for cloud service recommendations — Chrome-verified pricing, real gotchas, jobs, and community
🌟 Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
🤖 Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
🛠️ Enhance agent capabilities with Wondel.ai Skills, offering a suite of plugins for product strategy, UX design, marketing, sales, and innovation.
🔧 Expose Hono API endpoints as MCP tools, simplifying integration and enhancing your API's functionality.
🧠 Store and search your notes effectively with Git-native memory storage, enhancing productivity for Claude Code users.
🚀 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.
🔍 Discover security flaws and improve code quality with ShenCha, an AI-powered autonomous code audit agent designed for developers.
🤖 Build and deploy scalable Multi-AI Agent systems with LangGraph and Groq LLMs to enhance intelligence across enterprise applications.
🚀 Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
🤖 Define and execute multi-agent AI workflows declaratively using YAML, simplifying orchestration and enhancing collaboration through automatic context handling.
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.
🧠 Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
Rune - Discipline Engineering - Multi-agent engineering orchestration for Claude Code. Plan, work, review, and audit using Agent Teams.
🤖 Explore and utilize top open-source tools for running, fine-tuning, and building LLMs entirely locally, without cloud dependencies or API keys.
🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.
Enhance file search on Windows by integrating Everything search service with a fast and simple replacement search tool.
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
🚀 Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
🛠️ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
🌊 Remove watermarks from Gemini AI images quickly and effortlessly with a browser-based tool that requires no server dependencies.
AI agent orchestration with MCP and tool support
🎬 Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDance’s model.
Manage and debug local Model Context Protocol servers with an easy desktop app that auto-discovers and monitors MCP instances.
🗂️ Manage your tasks easily with TaskFlow, a minimal Node.js application that supports adding, viewing, completing, and deleting tasks while saving data as JSON.
Agent-ready telemetry SDK — enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
Provide ready-to-use plugins, hooks, and commands to enhance Claude Code sessions with data mining, automation, and integration tools.
🤖 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.
🔧 Enhance agent skills with the Awesome Agent Skills MCP Server, providing powerful tools for managing and optimizing agent functionality.
🔍 Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
Prepare for the AZ-104 exam with guided labs, practice questions, and resources tailored for Azure Administrator Associate certification success.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
Enable AI coding assistants to build reliable Databricks workflows, pipelines, and dashboards with trusted sources and streamlined development.
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
🪝 Customize and deploy ready-to-use hooks for Claude Code, enhancing safety, automation, and notifications in your projects.
🌐 Develop WebGPU-enabled Three.js applications with TSL for advanced shading, materials, and post-processing effects in your projects.
Semantic health check for AI agent instruction files
Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.
🔍 Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
📊 Convert Excel files to multiple formats like JSON, CSV, and SQL with this powerful Rust CLI tool, offering speed, flexibility, and easy customization.
🛡️ Enhance code safety with Claude Code Safety Net, a tool designed to identify and mitigate risks in your codebase effectively.
Provide a unified context intelligence layer for AI agents with seamless integration and full capability in a single Python package.
🛡️ Enhance Claude Code with security and utility hooks to prevent prompt injection and extend functionality through custom scripts.
🚀 Seamlessly route requests between multiple LLM APIs using a unified gateway on Cloudflare Workers for efficient development and integration.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
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.
Implement a three-layer memory system for Claude Code to enhance AI retrieval, organization, and querying with automatic and on-demand layers.
🛡️ Block distracting websites when Claude Code is in use, ensuring focused work sessions and minimizing interruptions.
An RAG for code development, implemented as MCP server with cocoindex
UK due diligence MCP server — Companies House, corporate research, compliance checks
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
Implement a contract-first dev workflow that plans, runs, verifies, and fixes code tasks for reproducible, auditable, and verifiable development.
Track and analyze Claude Code usage, costs, and sessions locally with Claud-ometer for full data control and clear insights.
Open-source Cloudflare Browser Rendering proxy — 10 MCP tools for Claude Code (content, screenshot, PDF, markdown, scrape, JSON AI extraction, links, a11y, crawl)
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.
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.
🔍 Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell tools and mcp server support.
🌐 Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
📈 Fetch real-time cryptocurrency prices with a reliable server that uses Binance and CoinMarketCap for seamless data access and fallback.
🤖 Explore AI agent architectures with agentic-ai, featuring ReAct agents, reflection-based designs, and modular LLM integrations using LangChain and LangGraph.
🚀 Migrate your WordPress projects to PHP 8.x effortlessly with structured support for new features and backward compatibility strategies.
🛠 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.
Open infrastructure/control plane for Unchained
🌐 Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
🖼️ 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.
🤖 Enhance customer support with an AI chat platform that delivers intelligent, context-aware responses through a seamless full-stack solution.
🚀 Transform existing codebases into MCP services with ease using Code2MCP's intelligent automation and minimal intrusion design.
BRUNELLA AGENT SYSTEM (BAS) – A JÖVŐ DIGITÁLIS SZERVEZETE
🚀 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.
No description
A collection of Summoner clients and agents featuring example implementations and reusable templates
🚀 Build an enterprise-ready RAG system to enhance technical documentation querying with LangGraph and multi-step reasoning workflows.
🤖 Orchestrate AI models like GPT and Claude for seamless collaboration in multi-agent development tasks with the Claude Team MCP Server.
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
One-stop quant-trading AI agent for any coding assistant — MCP server + CLI
🤖 Build personalized intelligent agents easily with AgentX, a platform that simplifies creation using natural language and integrated tools.
Build and manage AI-driven workspaces using Next.js, React, and TypeScript with customizable UI and MIT licensing.
Audit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.
Provide a JSON-RPC 2.0 server that enables Claude Code access via stdio or WebSocket without requiring an API key or extra authentication.
🤖 Connect DingTalk with OpenClaw Gateway for AI-driven chat responses and session management using a bot or DEAP Agent integration.
Implement Recursive Language Models using Deno and Pyodide to enable scalable, code-driven prompt processing with modular sub-agent calls.
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
No description
Sovereign AI agent — persistent identity, accumulated trust, governance at the boundary
🧠 Enable AI coding agents to adopt product management skills and build user-focused software efficiently.
🚀 Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
🛠️ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
📋 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.
🚀 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.
🧭 Discover and navigate AI Agent Skills with Awesome-Agent-Skills, your go-to resource for Claude, OpenAI, and MCP Servers.
🌐 Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
MCP server for bidirectional AI agent collaboration — spawn and communicate with any AI coding agent CLI
📧 Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
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.
An AI guardian that remembers, watches, and acts.
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.
Autonomous local AI assistant in Go — 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
MCP Server for publicly available real-time Indian Mutual Funds data
MCP server for AgentLaunch - create AI agent tokens via Claude Code
CLI + MCP server for ZuckerBot — run Facebook ad campaigns from your terminal or AI agent
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
Security scanner for AI agent tooling — MCP servers, tool definitions, and agentic pipelines
agtm: CLI Tool for AI Agent Management, Skills, Agent, MCP, API Registry, Benchmarks and Hints in AI Agent Marketplace
Multi-LLM agent orchestration TUI — parallel Claude/Gemini/Codex sessions, 126 MCP tools
CLI for SkillHub - Create, publish, and manage your AI agent skills
MCP server for AI agent-to-agent messaging, backed by Beads
Official integrations for SnapRender Screenshot API — MCP server, SDKs, OpenClaw, ChatGPT Actions, Postman
Claude Code's Obsidian integration — AI agent toolkit for vault management, journal, notes, search, index sync, and more
Let Agents Chat — MCP server for AI agent communication
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
AI agent integration plugin for Baseplate — generates AGENTS.md, CLAUDE.md, .mcp.json, and .agents/ configuration files
Persistent memory layer for AI agent workflows
Dial your AI agent into every platform. One identity. Every channel.
Jiey — DNA validator, code generator, MCP server & AI agent toolkit
MCP server for letsrunit — AI-agent browser test generation and execution
Lightweight, modular AI agent runtime — thinks (Hrafn) and remembers (MuninnDB) 🐦⬛
Formula WorkPaper runtime and MCP server for Node services and agent tools
🚀 Enable seamless browser automation in OpenCode with the Browser MCP plugin for easy navigation and task execution.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
MCP server for Botwallet — AI agent payments with FROST threshold signing on Solana
The package manager for AI agent skills
Autonomous AI agent system — powered by Skippy the Magnificent.
Security scanner for AI agent packages — CLI + MCP server
WebSocket protocol for real-time AI agent coordination — IRC for machines
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
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
Texas county intelligence for water, permits, public evidence, MCP, and field verification.
Claude Code skills collection — CCA study guides, Twitter research, MCP review, auto-iteration tools
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
Zero-dependency fetch wrappers that replace MCP servers for AI agent workflows
Multi-agent memory intelligence layer — shared knowledge, expertise tracking, and conflict detection for AI agent teams
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
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.
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
Zero-knowledge encrypted sync for AI agent context
开源牛子 Rust-first local coding-agent CLI with a local /v1/threads server, plugins/skills, and Python/TypeScript SDK alphas.
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
🦀 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.
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
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
A Model Context Protocol (MCP) server for square
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
An open-source SSPM tool written in Go
Robot Resources — AI agent tools. One command to install everything.
Astralform JS SDK - AI agent orchestration with WebMCP support
Cut AI Agent token costs by 96%. Chains multiple tool calls into a single TypeScript code execution in a secure sandbox.
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
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 Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
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