Search results for "mcp"
Markdown-first MCP server for Notion API - composite tools optimized for AI agents
Define intent once. Photon turns a single TypeScript file into CLI tools, MCP servers, and web interfaces.
MCP server for Kaseya Autotask PSA โ 39 tools for companies, tickets, projects, time entries, and more
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
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
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 ยตs overhead at 5k RPS.
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
Real-time transport layer for Java AI agents. Build once with @Agent โ deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.
Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar
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.
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
AI-native runtime for the GolemCore ecosystem with skills, plugins, MCP, memory, and Hive.
All-in-one terminal workspace โ 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 persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
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.
A unified workspace for local AI coding agents (Claude Code, Codex, Gemini CLI, etc.) โ desktop app, standalone server, or Docker. Conversation aggregation, git worktree workflows, MCP/Skills manageme
MCP server for SAP BTP ABAP Cloud and On-Premise ECC/S/4HANA ABAP ADT with full CRUD, JWT/XSUAA, and service-key auth.
Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.
โก๏ธAI 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-Onโก๏ธ, supports Ch
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
Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
OKX trading MCP server โ connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.
An MCP server wrapper for reducing tokens consumed by MCP tools.
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python
The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.
Your own Claude Code UI, sandbox, in-browser VS Code, terminal, multi-provider support (Anthropic, OpenAI, GitHub Copilot, OpenRouter), custom skills, and MCP servers.
Enterprise-grade distributed AI agent framework | Develop โ Deploy โ Observe | K8s-native | Dynamic DI | Auto-failover | Multi-LLM | Python + Java + TypeScript
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.
Enhanced Proxmox MCP server with advanced virtualization management and full OpenAPI integration.
Every meeting, every idea, every voice note โ searchable by your AI. Open-source, privacy-first conversation memory layer.
Claude Code extension manager โ MCP servers, plugins (skills, hooks, agents), and marketplaces
EdgeCrab ๐ฆ A Super Powerful Personal Assistant inspired by NousHermes and OpenClaw โ Rust-native, blazing-fast terminal UI, ReAct tool loop, multi-provider LLM support, ACP protocol, gateway adapters
Stop prompting. Start specifying.
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.
An open-source AI agent that brings the power of Gemini directly into your terminal.
44 plug-and-play skills for OpenClaw โ self-modifying AI agent with cron scheduling, security guardrails, persistent memory, knowledge graphs, and MCP health monitoring. Your agent teaches itself new
SmartBear's official MCP Server
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
All-in-one local AI hub for Obsidian โ LLM chat with vault tools, MCP servers, RAG, workflow automation, encryption, and edit history. Fully private, no cloud required.
The official MCP server to send emails and interact with Resend
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.
MCP server for Copilot Money App - AI powered personal finance queries using local data
ๅฐ็ฃๅธๆณ้ขๅคๆฑบ + ๅ จๅๆณ่ฆ่ณๆๅบซ MCP server ยท Query Taiwan legal data from any MCP AI agent
็ฎๆด็ๆต่ฏๅนณๅฐๆฅๅฟ๏ผๆณขๅฝข(FSDB/VCD)๏ผๆ นๅ ๅๆMCP Server. A Simple and Universal MCP Server to Debug Testbench Simulation Failures Via Log Parsing And Waveform Analysis (FSDB/VCD)
MCP Server for Turkish & American Stock Exchange and Fund Data
Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
A practical LLM learning path from clear prompting to tool use, IDE collaboration, MCP, Skills, and harness-driven agent workflows.
MCP server created for Freshservice, allowing AI models to interact with Freshservice modules
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.
MCP server for retellai
Vibecoding ็ณปๅๆ็จ๏ผไป็ฏๅขๆญๅปบๅฐๅคๆบ่ฝไฝๅไฝ๏ผๆถต็ MCPใSkillsใAgent ๅๅทฅๆฒป็
The Official Model Context Protocol (MCP) server for Kagi search & other tools.
Agent Interface Discovery
The Context Optimization Layer for LLM Applications
Telegram MCP Server and HTTP-MTProto bridge | Multi-user, web setup, Docker and MTProto-Proxy ready
ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents
SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.
Cognitive memory for AI agents โ FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing
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
Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
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
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
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,
MCP server to manage Facebook and Instagram Ads (Meta Ads)
Lightweight persistent memory system for Claude Code โ FTS5 search, episode batching, error-triggered recall
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
iOS dynamic library MCP for agents
Dropshipping automation with AI โ import AliExpress/Alibaba products to Shopify & Wix via DSers. Open-source MCP server. Bulk import, pricing rules, multi-store push.
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.
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
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.
NEXO Brain โ 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
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.
Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction, plain markdown storage, hybrid search via QMD. Gives agents persistent long-term memory across conversations.
Self-improving Agent orchestrator for all knowledge work
PraisonAI ๐ฆ โ Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R
An open-source multi-provider AI assisted CLI development tool. Use whatever LLM you want to code in your terminal.
GitHub Agentic Workflows Firewall
Persistent memory for AI coding agents
Framework for AI Backend. Build and run AI agents like microservices - scalable, observable, and identity-aware from day one.
Build and run autonomous AI agents with OpenClaw, Hermes, multiple model providers, orchestration, delegation, memory, skills, schedules, and chat connectors.
LeanKG: Stop Burning Tokens. Start Coding Lean.
Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.
Turn Claude Code into a team workspace. Any device, one command.
Your local AI Desktop Agent for Windows, macOS & Linux. Agent Skills (SKILL.md), autonomous coding (Codework), multi-agent teams, desktop automation, 15+ AI providers, Desktop Buddy. No Docker, no ter
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
ARIS โ๏ธ (Auto-Research-In-Sleep) โ Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in โ works wi
OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability for
I'm going to build my own OpenClaw, with blackjack... and bun!
Run a fleet of AI agents on Kubernetes. Administer your cluster agentically
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
Agent! connects any AI to your Mac. 13 LLM providers โ cloud, local, or on-device. It writes code, builds Xcode projects, manages git, organizes files, automates Safari, controls any app, and handl
Memory that lasts and compounds. MentisDB gives agents durable memory so they do not just remember, they improve over time. It stores append-only thought chains plus a Git-like skills registry, lett
Curated directory of terminal-native AI coding agents and the harnesses that orchestrate them. Covers open-source tools (Pi, OpenCode, Aider, Goose), platform agents (Claude Code, Codex, Gemini CLI),
AI Agent Framework, the Pydantic way
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
Agent Swarm framework for AI coding agents and more!
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
The Frontend Stack for Agents & Generative UI. React + Angular. Makers of the AG-UI Protocol
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
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
Autonomous AI agent that contributes to open source โ discovers repos, analyzes code, generates fixes, and submits PRs
RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect
Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured AI perception, and built-in security. Deploy once โ every AI assistant connects instantly.
Free, open-source SQL Server execution plan analyzer โ cross-platform GUI + CLI with 30 analysis rules, missing index detection, SSMS extension. Built-in MCP server for AI-assisted plan review.
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
MCP server to provide Figma layout information to AI coding agents like Cursor
MCP server that saves 97% of AI coding tokens โ your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.
The ultimate space for work and life โ to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level โ enabling multi-agent collaboration, effo
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Open-source AI desktop app with built-in knowledge base, MCP support, and multi-provider models like OpenAI, Gemini, Grok, and Ollama.
๐ค MCP server for Apple Mail - Manage emails with AI using Claude Desktop. Search, send, organize mail with natural language.
Security scanner for GitHub repos, Agent Skills, Plugins, and MCP servers. 18 scanners. Zero dependencies.
A modular MCP server that provides commonly used developer tools for AI coding agents
Portable multi-agent AI developer setup for Claude Code + Ollama. Role-based local LLM orchestration via Bash โ plan, code, review, commit. Zero Dependency. Works with any language stack.
AgenticX is a unified, production-ready multi-agent platform โ Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MCP Hub, hierarchical m
Security scanner for AI-generated ("vibe-coded") code. Runs SAST, DAST, and sandboxed exploit simulation across 15+ languages using 30+ tools. Catches what LLMs introduce before it ships โ wit
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
๐ค MateClaw โ Java + Vue 3 AI Assistant with Multi-Agent Orchestration, MCP Protocol, Skills & Memory, and Multi-Channel Support. Built on Spring AI Alibaba.
Streaming music player that finds free music for you
Brain-inspired knowledge graph: spreading activation, Hebbian learning, memory consolidation.
Structured, auditable AI-assisted development for teams. Zero-dependency MCP server, web dashboard, and multi-provider AI CLI support.
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
MCP bridge giving Claude Code full IDE integration โ 25+ tools for LSP, debugging, terminals, Git, GitHub, diagnostics, and more. Works with VS Code, Windsurf, Cursor, and Antigravity.
The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.
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.
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automa
Open-source 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.
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 โ all connected. Rust-powered.
Test, Debug, and Evaluate MCP servers, ChatGPT apps, and MCP Apps (ext-apps)
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
Official Code Release of SAGE: Scalable Agentic 3D Scene Generation for Embodied AI
An interactive disassembler for the CPU 6502, focused mostly on Commodore 8-bit computers. Features a TUI with modern features like x-ref, undo/redo, arrows, keyboard-driven, mcp server, VICE debugger
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type โ from any MCP client.
Open-source security platform for AI agents -- audits skills before install, monitors 24/7, shares threat intelligence across all users. | AI Agent ้ๆบๅฎๅ จๅนณๅฐ -- ๅฎ่ฃๅๅฏฉ่จ skillใ24/7 ๅณๆ็ฃๆงใ็คพ็พคๅ ฑไบซๅจ่ ๆ ๅ ฑใ
MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
Official MCP Servers for AWS
Custom plugins for hermes-agent โ goal management, inter-agent bridge, model selection, cost control
A command-line interface for MCP servers. curl for MCP.
OpenTelemetry Instrumentation for AI Observability
Open-source security tools for AI agents. Find vulnerabilities, fix root causes, prove compliance.
An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
๐ The fast, Pythonic way to build MCP servers and clients.
MCP Toolbox for Databases is an open source MCP server for databases.
Most advanced AI coworker
The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's
Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐๐ป Integrates with 50+ LLM Providers,
Give any AI agent a full desktop โ 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
A self-hosted AI workspace with chat, code execution, parallel multi-agent orchestration, and a skill marketplace. Runs on macOS and Windows. Everything executes inside a secure Ubuntu sandbox โ no Do
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
โพ๏ธ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack โพ๏ธ
Autonomous Agents (LLMs) research papers. Updated Daily.
่ฟๆฏไธไธชไธบ AstrBot ่ฎพ่ฎก็ Office ๅฉๆๆไปถใๅฎ่ตไบๅคง่ฏญ่จๆจกๅ๏ผLLM๏ผ็ดๆฅๆไฝๆไปถ็่ฝๅ๏ผๆฏๆ่ฏปๅๅนถๅๆๅค็งๆ ผๅผๆไปถ๏ผไปฅๅ็ๆ Office ๆๆกฃๅofficeไบ่ฝฌpdf็ๅ่ฝ
Semiont supports human+ai collaborative knowledge work. Use it as: a Wiki, Semantic Layer, Context Graph, Knowledge Base, Annotator, Research Tool, or Agentic Memory...
The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards
๐ฅ Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
AI dev that actually gets things done
AI Agent Backend Platform on FastAPI โ MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.
Agents and tools for using Quint with LLMs
JRVS AI Agent with JARCORE autonomous coding engine - RAG knowledge base, web scraping, calendar, code generation. Powered by whatever local AI you choose.
A productive AI coworker that learns, self-improves, and ships work.
Model Context Protocol - MCP for Mifos X
๐ Explore 255+ essential skills for AI coding assistants like Claude Code and GitHub Copilot to enhance your development workflow.
Monitor and visualize your Claude Code API interactions with Claude Code Proxy. Easily set up a transparent proxy and live dashboard. ๐ ๏ธ๐
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
Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
Agentic Coding Rules, Templates etc...
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.
The best way to create, deploy, and share MCP Servers
Create a plan from a description in minutes
A comprehensive MCP server for Metabase with 70+ tools.
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
The engine powering hundreds of thousands of MCP connections ๐ค ๐ฅ
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
Local-first AI agent memory โ one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embeddin
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
MCP server for searching electronic components for PCB assembly
Build and run agents you can see, understand and trust.
Markdown and OFM SDK w/ MCP server that transforms your Obsidian vault into an intelligent knowledge system
MCP Server to previewing mermaid diagrams with live reload
๐ Discover and explore a curated list of MCP servers, tools, and resources for AI assistants, enhancing your development and productivity.
PowerPlatform Model Context Protocol server
๐ 2026 ๆ็ณป็ป็ AI Agent ้ๆๆๅ๏ฝๆบ่ฝไฝๅฎๆๆ็จ ยท ๅฎๆดๅญฆไน ่ทฏๅพ + ๅฎๆ้กน็ฎ + ้ข่ฏ้ขๅบ ยท ๅฏนๆ ๅคงๆจกๅๅบ็จๅผๅๅทฅ็จๅธๅฒไฝ ยท ่ฆ็LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธ็บง้จ็ฝฒไธๅพฎ่ฐ ยท ไป0ๅฐไผไธ็บง่ฝๅฐ + ไปๅญฆไน ๅฐไธ็บฟ้กน็ฎ + ้ข่ฏๅๅคไธไฝๅ
่ๅ็ฒพ้็ผ็จ AI ๆฉๅฑ่ตๆบ๏ผMCP ServersใSkillsใRulesใPrompts๏ผๅจๆด็ดขๅผ + ไธ้ฎๅฎ่ฃ ใ
A Model Context Protocol (MCP) server that gives Claude direct control over Strudel.cc for AI-assisted music generation and live coding.
Browser automation clicks buttons. OpenTabs calls APIs.
3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" โ solo operator managing 137 devices
A comprehensive set of samples of creating and using MCP servers and clients with .NET
Dragon Brain โ 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
Chiasmus is an MCP server that gives language models access to formal verification
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.
Exa MCP for web search and web crawling!
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
Compact, efficient, and extensible long-term memory for LLM agents.
It's YOUR data. Take it back. Get your Garmin Connect data into a local SQLite database and AI ready (MCP server)
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol
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
Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.
On-device context engine and memory for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
๐ Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
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
๐ 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
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
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
MCP server for token-efficient large document analysis via the use of REPL state
Testrail MCP Server
Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python Modules and custom copilot-instructions.
The ThoughtSpot MCP Server
comprehensive Discord selfbot MCP server using discord.py-self
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
Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model
A 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.
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
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
A fully functional and production-grade reverse engineering MCP Server
MaverickMCP - Personal Stock Analysis MCP Server
Tableau's official MCP Server. Helping Agents see and understand data.
BioMCP: Biomedical Model Context Protocol
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.
A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail, Calendar, and Drive functionality
Pan by Euraika โ a self-hosted AI workspace for Hermes Agent. Chat, skills, extensions, memory, profiles, and runtime controls.
The Map Everyone's Missing: LLM Knowledge Engineering in 2026 โ First unified guide connecting RAG, Context Engineering, Harness Engineering, Skill Systems, Agent Memory, MCP, and Progressive Disclosu
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.
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
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate โ 99%+ token savings vs raw file reads.
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with agents more deterministic
Free, open-source SQL Server performance monitoring โ 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.
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:
A community driven registry service for Model Context Protocol (MCP) servers.
The Unofficial and Awesome Home Assistant MCP Server
MeiGen-AI-Design-MCP โ Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. ้็จๆบ่ฝไฝๆไฝ็ณป็ป๏ผๆ้ ไฝ ็งๆ็ๅ็ฑป้็จๆบ่ฝไฝใๆฐไธไปฃAIๅบ็จ่ฎพ่ฎกใๅผๅใๅฎ่ทตๅนณๅฐ๏ผๆ ้ไปฃ็ ๏ผ่ฝปๆพๅๅปบ๏ผ้ๅๅ็ฑปไบบ็พค๏ผๆฏๆๅค็ง็ซฏๅๅธๅAPI๏ผๆไพๅฎๅ็
A universal multi-cloud data MCP Server supporting over 40 types of data source connections, providing secure, unified data access in a single platform.โจSupports full range of Alibaba Cloud services a
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
Advanced TradingView MCP Server for AI-powered market analysis. Real-time crypto & stock screening, technical indicators, Bollinger Band intelligence, and candlestick patterns. Works with Claude Desk
An MCP server for interacting with Sentry via LLMs.
A Model Context Protocol (MCP) server for managing and controlling SSH connections.
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
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
A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
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
MCP Server para 41 APIs pรบblicas brasileiras
Post tweets, reply, like, retweet, follow, DM & more from OpenClaw. Full X/Twitter automation via Xquik โ 121 endpoints, reads from $0.00015/call (33x cheaper than official X API). 2 tools, 2 commands
Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other
A MCP (Model Context Protocol) server for interacting with dbt.
Scan MCP servers for potential threats & security findings.
MCP Server for Simplenote integration with Claude Desktop
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
Semantic code searcher and codebase utility
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.
One task, one agent, delivered. The open-source platform for task-driven autonomous AI agents.OpenCow assigns an autonomous AI agent to every task โ features, campaigns, reports, audits โ and deliver
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.
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
No description
MCP server for OpenAI's Deep Research APIs, Gemini Deep Research Agent, and Hugging Face's Open Deep Research
SRE Agent - CNCF Sandbox Project
Multi-agent memory consistency platform. We're hiring contributorsโcheck HIRING.md
The Maestro App Factory: a highly-opinionated multi-agent orchestration tool for app development that emulates the workflow of high-functioning human development teams using AI agents
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
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
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
Crawl4AI MCP Server: Extract content from web pages, PDFs, Office docs, YouTube videos with AI-powered summarization. 17 tools, token reduction, production-ready.
Go framework for agentic AI app with MCP and built-in tools
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents ๐ค (supports secure token auth & more - use with npx or docker!)
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Hands-on workshop: Build a multi-agent AI system from scratch โ Deep Research Agent + Writing Workflow served as MCP servers. Includes code, slides, and video (coming soon)
A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.
An Agent Harness crafting around your project. From Desktop, CLI, editors, chatbots, APIs โ everywhere you work.
The Mind Palace for AI Agents โ Autonomous Cognitive OS with affect-tagged memory (valence engine), token-economic RL (surprisal gate + UBI), Hebbian learning, ACT-R spreading activation, Synapse Engi
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using La
A unified web extraction and stateful automation engine for AI. Replaces heavy testing frameworks with token-optimized browser control, deep research, and HITL.
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Tools to allow LLM clients to interact with Linux systems remotely
Draw.io Model Context Protocol (MCP) Server
Internal Safety Collapse: Turning the LLM or an AI Agent into a sensitive data generator.
The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla
The implementation of Model Context Protocol (MCP) server for VictoriaLogs.
Wanaku MCP Router
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
Description: Self-hosted graph-based associative memory for personal AI agents. Spreading activation, emotional weighting, zero LLM cost.
Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into whatโs urgent and whatโs important, so you can finally get stuff done without burning out. Itโs simple, visual,
Open-source calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.
High-performance, multi-protocol mock server. HTTP, WebSocket, gRPC, MQTT, SSE, GraphQL, SOAP in one binary.
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.
Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way.
The agent that grows with you
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,
vMLX - Home of JANG_Q - Cont Batch, Prefix, Paged, KV Cache Quant, VL - Powers MLX Studio. Image gen/edit, OpenAI/Anth
The official Rust SDK for the Model Context Protocol
๐ฅ Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
Token-efficient browser MCP server โ structured web pages for AI agents, not raw accessibility dumps
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
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.
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.
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
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
The Developer's Guide to AI - A Field Guide for the Working Developer
Lightweight, embedded graph-based memory system for AI applications. Fast (<3ms recall), offline-first, with MCP server support for Claude and other AI tools.
โฅ AI Coding agent for the terminal โ hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Claude Code plugin for AI-driven Smalltalk (Pharo) development
Comprehensive paid advertising audit & optimization skill for Claude Code. 225+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Search Ads with weighted scoring, parallel agen
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
ArifOS โ Constitutional MCP kernel for governed AI execution. AAA architecture: Architect ยท Auditor ยท Agent. Built for the open-source agentic era.
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
A local sandbox for your AI agents
Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid. Zero-dep task tracking, worker subagents, Ralph autonomous mode, cross-model reviews.
Production-ready MCP server exposing JustOneAPI endpoints to AI agents with raw JSON responses.
๐ Simplify your research workflow with Claude Scholar, the complete configuration for Claude Code in data science, AI, and academic writing.
A Multi-Agentic AI Assistant/Builder
An Excel AI agent that uses MCP tools to let LLMs read, edit, and automate Excel spreadsheets.
AI-first, zero-dependency JavaScript database. Vector search, agent memory, MCP server, and encryption built in. Node.js, Bun, Deno, browsers, and edge runtimes.
๐ฆ Open-source alternative to Claude Code, built from scratch in Rust. Agentic coding CLI โ thinks, plans, and executes with any LLM. Compatible with Claude Code workflows.
A tool-use-focused LLM plugin for neovim.
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
Curated list of chatgpt prompts from the top-rated GPTs in the GPTs Store. Prompt Engineering, prompt attack & prompt protect. Advanced Prompt Engineering papers.
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta
Automatically Update LLM-Agent Papers Daily using Github Actions (Update Every 12th hours)
mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI โ โฉ0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.
Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!
๐ค Kubernetes for AI Agents. Self-hosted, production-grade runtime for orchestrating LLM swarms and autonomous agents. TypeScript-native.
Agent samples built using the Strands Agents SDK.
Autonomous orchestration framework for Claude Code with MemPalace-inspired memory (4-layer stack, 818-token wake-up), parallel-first Agent Teams (6 teammates), Aristotle First Principles methodology,
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, m
2026 swarm Agent ๅนด๏ผswarm Agent ใAgent teamใ ai codingใskillใmemoryใevolveใagentic RL ็ญ AI Agent้ๅ
One API for 20+ LLM providers, your databases, and your files โ self-hosted, open-source AI gateway with RAG, voice, and guardrails.
The Next-Gen Agent-Native Skill Recommendation Engine
Fast, small, and fully autonomous AI personal assistant infrastructure, ANY OS, ANY PLATFORM โ deploy anywhere, swap anything ๐ฆ
Appwriteโs MCP server. Operating your backend has never been easier.
METAโAGENTIC ฮฑโAGI ๐๏ธโจ โ Mission ๐ฏ Endโtoโend: Identify ๐ โ OutโLearn ๐ โ OutโThink ๐ง โ OutโDesign ๐จ โ OutโStrategise โ๏ธ โ OutโExecute โก
Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.
Self-hosted AI Agent Memory + Code Intelligence Platform โ one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.
MCP server providing tools to create Ms Office documents like presentations, emails, spreadsheets and word docs (pptx, docx, eml, xlsx)
A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.
OS-level autonomous AI agent with long-term memory, multi-agent coordination, Titan Chronos scheduler & Moltbot Social Core
A model-driven approach to building AI agents in just a few lines of code.
The platform for LLM evaluations and AI agent testing
Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern
BitFun is a next-generation AI assistant with built-in Code Agent and Cowork Agent. It has memory, personality, and the ability to evolve over time. You can remotely control the desktop through mobile
Model Context Protocol for Actual Budget API
MCP server for Atlassian tools (Confluence, Jira)
A Model Context Protocol (MCP) server for Caiyun (ColorfulClouds) Weather.
A lightweight, lightning-fast, in-process vector database
Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.
Canvas LMS MCP server โ 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0
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.
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider โ OpenAI-compatible APIs, Claude Code, or C
Attio Model Context Protocol (MCP) server implementation
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
The community development of a MCP server for a Teradata database
Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protocol) servers.
An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, the spaced repetition flashcard application.
๐๏ธ A CalDAV Model Context Protocol (MCP) server to expose calendar operations as tools for AI assistants.
A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.
MKP is a Model Context Protocol (MCP) server for Kubernetes
Open-Source Intelligent Command Layer
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
A repository of servers and clients from the Model Context Protocol tutorials
The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.
Give your AI agents persistent memory.
CLI, MCP server, and npm library that turns any website into an API โ no docs, no SDK, no browser.
MCP Server for OPNSense to act as IaC proxy
Claude Autoresearch Skill โ Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify โ Verify โ Keep/Discard โ Repeat forever.
Rails Engine with MCP compliant Spec.
One command to turn any codebase into an MCP server
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
AI Constraint Engine by Sandeep Roy โ 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
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
Zero-dependency Web Application Firewall in Go. Single binary. Three deployment modes. Tokenizer-based detection.
Human-like memory for AI agents โ semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
Nextcloud MCP Server
The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.
The Control Plane for MCP โ secure vault, managed runtime, audit trail, and policy-based approvals.
Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, VS Code Copilot, Codex, Windsurf & any MCP client. No vector DB โ just markdown + git sync.
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
trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.
Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
Multi-agent AI coding platform powered by Vercel Sandbox and AI Gateway
Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.
AI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code.
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.
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
Agent Zero AI framework
Summon your AI superpower โ voice, vision, and autonomous action
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
A unified agent orchestration hub that lets you configure and manage multiple AI agents (native, ACP, AGUI, Claude Code) via YAML, and exposes them through standardized protocols (ACP/OpenCode Server)
MCP Server for SearXNG
AI Agents & MCPs & AI Workflow Automation โข (~400 MCP servers for AI agents) โข AI Automation / AI Agent with MCPs โข AI Workflows & AI Agents โข MCPs for AI Agents
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN โ ACT โ EVAL workflow.
AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework
๐ The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit
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
Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms โ from backend services to Android and iOS, JVM, and even in-brow
๐ค Manage multiple Telegram accounts effortlessly with AI-driven tools for bulk messaging, scheduling, and more in one easy-to-use platform.
๐ฌ Harness Vibe Research with Self-evolving AI Scientists
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++.
QuickDesk is the first AI-native remote desktop โ an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
The 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.
OSCAL tools for AI agents
Model Context Protocol Server for Swift
A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability
Your personal AI knowledge system โ self-hosted, agent-driven, and always private.
Autonomous Web3 security audit agent for Claude Code
A Claude Code skill that turns your Obsidian vault into a living second brain โ autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.
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
Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.
One API for 25+ LLMs, OpenAI, Anthropic, Bedrock, Azure. Caching, guardrails & cost controls. Go-native LiteLLM & Kong AI Gateway alternative.
DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework
A secure* runtime for autonomous AI agents. Policy from plain-English constitutions. (*https://ironcurtain.dev)
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Chrome DevTools for coding agents
Playwright MCP server
Session-based Slack MCP for Claude and MCP clients: local-first workflows, secure-default HTTP.
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 Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
Local MCP server for DuckDB and MotherDuck
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
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
Unify Claude Code, Codex, Cursor, and Gemini CLI with persistent context, governance, and multi-model debate. 186 MCP tools. 123 tests.
Autonomous AI agent built on Claude Code Channels โ scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord
WHartTest ๆฏๅบไบ Django REST Framework ไธ็ฐไปฃๅคงๆจกๅๆๆฏๆ้ ็ AI ้ฉฑๅจๆต่ฏ่ชๅจๅๅนณๅฐใๅนณๅฐ่ๅ่ช็ถ่ฏญ่จ็่งฃใ็ฅ่ฏๅบๆฃ็ดขไธๅตๅ ฅๆ็ดข่ฝๅ๏ผ็ปๅ LangChain ไธ MCP๏ผModel Context Protocol๏ผ ๅทฅๅ ท่ฐ็จ๏ผๅฎ็ฐไป้ๆฑๅฐๅฏๆง่กๆต่ฏ็จไพ็่ชๅจๅ็ๆไธ็ฎก็๏ผๅธฎๅฉๆต่ฏๅข้ๆๅๆ็ไธ่ฆ็็ใ
LLM-driven debugger server โ give your AI agents step-through debugging superpowers
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
MCP Server for Computer Use in Windows
๐ Enhance your academic writing with tailored AI prompt templates and practical agent skills to boost efficiency and reduce repetitive tasks.
A highly customizable personal AI assistant for Discord featuring smart agentic AI features such as memory, personas, tool usage, and more! ๏ฝ ้ทๆ่จๆถใใใซใฝใใใใผใซ้ฃๆบใๅฎๅใ ๆฌกไธไปฃใฎใ่ชๅพๅAIใจใผใธใงใณใใDiscordใใใ๏ผ
Security scanner for MCP server configurations. Detects secrets, CVEs, permission issues, and exfiltration vectors across 10 AI tool clients.
A comprehensive MCP server for Gradle.
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
An MCP server for interacting with Google Colab
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
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
Production-ready platform for agentic workflow development.
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN
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
Alchemy's official MCP Server. Allow AI agents to interact with Alchemy's blockchain APIs.
aivectormemory ๆฏไธๆฌพๅบไบ Model Context Protocol (MCP) ๅผๅ็OpenClawใOpenCodeใClaudeCodeAI่ฎฐๅฟ็ฎก็ๅทฅๅ ทใๅฎไธ้จไธบ ClaudeใOpenCodeใCursor ๅ ไธปๆตIDE ็ผ็จๅทฅๅ ท่ฎพ่ฎก๏ผ้่ฟๅ้ๆฐๆฎๅบๆๆฏ่งฃๅณ AI ๅจไธๅๅฏน่ฏไผ่ฏไธญใๅฅๅฟใ็้ฎ้ขใaivectormemory: A lightweight MCP Se
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
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
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.
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
Lightweight semantic code search engine โ 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
Ham radio & GMRS gateway, repeater and packet radio โ 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
Automate Codex CLI tasks using OpenClaw to write prompts, approve commands, check results, and interact via terminal or Telegram.
๐ฑ Monitor your AI conversations and model quotas effortlessly with Antigravity Mobile, a mobile-friendly dashboard for Antigravity IDE.
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.
๐ค Discover top AI agent skills with our curated collection, featuring automated updates and precise classification from the GitHub ecosystem.
The LLM Evaluation Framework
Notion CLI with AI agent support. Smart queries, Obsidian sync, batch ops, backups, validation and more.
An open-source AI assistant framework with skills and agent architecture
๐ฌDeepChat - A smart assistant that connects powerful AI to your personal world
The AI agent that lives in your framework/browser
An open-source, cloud-native, high-performance gateway unifying multiple LLM providers, from local solutions like Ollama to major cloud providers such as OpenAI, Groq, Cohere, Anthropic, Cloudflare an
Integrate cutting-edge LLM technology quickly and easily into your apps
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controllin
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
Kotlin Multiplatform library that generates JSON Schemas from your methods and classes both at compile-time via Kotlin Symbol Processing(KSP) and at runtime via reflection or kotlinx.serialization.
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
kbot โ 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
754 structured cybersecurity skills for AI agents ยท Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF ยท agentskills.io standard ยท Works with Claude Code, GitHub Cop
A more beautiful and easier-to-use alternative to OpenClaw. It features a nicer Web UI, built-in IM support, and a sandboxed runtime for improved safety. Under the hood, it is powered by a Claude Code
An AI agent for teams, communities, and multi-user environments.
The video search layer for AI agents. Search video by meaning โ across speech, visuals, and on-screen text.
The official Python SDK for Model Context Protocol servers and clients
The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.
Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
HelixDB is an open-source graph-vector database built from scratch in Rust.
AgentScope Java: Agent-Oriented Programming for Building LLM Applications
Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).
Ship customer-facing AI with isolation, spend controls, and provenance.
India-first MCP server for NSE/BSE, fundamentals, analytics, and daily research workflows.
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
A robust framework for building AI agents with multi-provider LLM support
AI image generation skill for Claude Code -- Creative Director powered by Gemini
๐ง Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
Teleton: Autonomous AI Agent for Telegram & TON Blockchain
JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2
Provide static .NET assembly analysis through decompilation, IL disassembly, metadata inspection, and protection checks using dnSpyEx over MCP stdio.
Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.
Meerkat - A modular, high-performance agent harness built in Rust.
Turn Claude Code from a chat assistant into an autonomous coding system
LLM proxy to observe and debug what your AI agents are doing.
Make your OpenClaw agents better, cheaper, and faster.
Universal memory layer for AI applications. Self-host in minutes. Open source.
This is a Ruby implementation of MCP (Model Context Protocol) client
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. ๐ก๏ธ
Describe it or draw it. Kiln makes it real. โ 461 MCP tools for AI-agent-controlled 3D printing. OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo.
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
๐ง Accelerate research with SynapseFlow, an AI assistant utilizing 66 agents for swift literature reviews, citation analysis, and hypothesis generation.
๐ 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.
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Heroku Platform MCP Server using the Heroku CLI
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.
A deterministic development harness for Claude Code โ MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Gemini)
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.
ๆฌ้กน็ฎไธบxiaozhi-esp32ๆไพๅ็ซฏๆๅก๏ผๅธฎๅฉๆจๅฟซ้ๆญๅปบESP32่ฎพๅคๆงๅถๆๅกๅจใBackend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.
A local Apple Documentation crawler and MCP server. Written in Swift.
Local-first AI agent memory โ one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Build AI agents that actually do things. Synapse is an open-source platform for creating, connecting, and orchestrating AI agents powered by any LLM โ local or cloud.
Claude Code skills collection โ CCA study guides, Twitter research, MCP review, auto-iteration tools
A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.
๐ค Develop enterprise AI agents with integrated tools for chat, video, image editing, and secure multi-tenant workflows.
๐ง Enhance AI conversations with Cognio, a persistent memory server that retains context and enables meaningful semantic search across sessions.
Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.
๐ Connect AI agents with a shared memory system to keep conversations seamless and information persistent across sessions.
๐๏ธ๐ค Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
MCP server for accessing reMarkable tablet data - sync files, extract text from highlights, and browse your reMarkable cloud
๐ฌ The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Optimize websites for AI search engines with a universal TypeScript engine supporting Next.js, NestJS, WordPress, and Shopify integration.
Enable AI assistants to design, explore, and automate n8n workflows using detailed node info and curated templates for efficient automation.
๐งฌ Analyze spatial transcriptomics data through natural language conversation. Stop writing code, start having conversations with your data. MCP server for Claude Code and Codex.
Route, manage, and analyze your LLM requests across multiple providers with a unified API interface
The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc
[Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system.
Generate PlantUML Diagrams as PNG/SVG with Embedded Web Viewer
MCP server for Coolify โ 38 optimized tools for managing self-hosted PaaS through AI assistants
No description
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
๐ Transform your ideas into real websites and apps using AI tools, guiding each step for a smooth development process from concept to launch.
๐ Discover and explore the 100 GitHub projects that shaped the tech landscape of 2025, enhancing your development toolkit and knowledge.
๐ Access multiple databases seamlessly with SQLTools MCP, a versatile service supporting MySQL, PostgreSQL, SQL Server, DM8, and SQLite without multiple servers.
๐ Run a high-performance MCP server for Zotero, enabling customizable workflows without cloud dependency or API keys.
๐ ๏ธ Build efficient Zig-based tools with MCP.zig, focusing on modularity and performance for streamlined software development.
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๐ Build a Model Context Protocol (MCP) server for seamless integration with LLM applications, enhancing automation and efficiency in workflows.
A toolkit for controlling Unity Editor externally via REST API, MCP (Model Context Protocol), and CLI.
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.
A MCP server to use StatCAN data
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
Published in CNCF Landscape: A MCP server for Kubernetes.
A Model Context Protocol server that provides task orchestration capabilities for AI assistants
An MCP server that leverages official UniFi API
A single interface to use and evaluate different agent frameworks
๐ค Enhance AI capabilities with modular Skills that provide expert knowledge, workflows, and integrations for any project.
Compiler truth in, AI context out. Open semantic glue between language intelligence and AI tools.
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
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
๐ Build and explore multi-agent AI workflows with ready-to-use projects for document serving, Q/A bots, and orchestration.
A minimal, lightweight structured data store designed for small applications, scripts and automation workflows. Built for simplicity, portability and low overhead.
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
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
Local-first Agentic Memory Layer for MCP Agents โข 25 tools โข Hybrid search (FTS5 + vector + MMR) โข GDPR โข 100% local
Humans and AI agents, building knowledge bases together. Self-hosted document annotation, version control, semantic search, and MCP.
๐ซ CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vecto
Run AI coding agents in hardened container sandboxes.
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
๐ Manage multiple PostgreSQL databases with one MCP server, offering hot reload, access control, and read-only query safety in a single config file
๐ง Enhance LLM agents with an agentic memory system, featuring automatic note construction, dynamic memory updates, and intelligent semantic retrieval.
๐ Connect your IDE or AI assistant to the Codex CLI with this open-source MCP server for efficient automation and robust code analysis.
๐ค Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.
Provide reliable, repository-scoped memory for AI coding agents with code citations, just-in-time verification, and stale-proof data management.
Enable autonomous AI workflows with a local-first, zero-trust Rust framework for high-performance multi-agent orchestration and deterministic execution.
Deploy a local, multi-user RAG system to query PDF and DOCX documents using a local LLM without cloud or API dependencies.
Automate red teaming by using AI to plan attacks, run security tools, move laterally, and escalate privileges in network environments.
Your AI-powered SWE teammate, built into your git workflow
Connect AI models like Claude & GPT with robots using MCP and ROS.
Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.
A Model Context Protocol (MCP) server for Autodesk ShotGrid/Flow Production Tracking (FPT) with comprehensive CRUD operations and data management capabilities.
Shell and coding agent on mcp clients
The most comprehensive MCP server for Polymarket โ 48 tools spanning direct trading, market discovery, smart money tracking, copy trading, backtesting, risk management, and portfolio optimization. Wor
A SEC EDGAR MCP (Model Context Protocol) Server
Agency-grade Discord MCP server โ multi-guild project routing, AI-native notifications, and DevOps workflows for Claude Code and other AI agents
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA
No description
๐ง Expose Hono API endpoints as MCP tools, simplifying integration and enhancing your API's functionality.
๐บ๏ธ Optimize token usage by over 95% when navigating large codebases with Claude Code, enhancing your productivity in AI development.
๐ค Build AI and Gen AI agents using Model Context Protocol (MCP) with hands-on projects and practical tools like LangChain and CrewAI.
๐งน Simplify your MCP servers with mcp-tidy, clearing server bloat to enhance performance and improve tool selection in Claude Code.
๐ Enhance code quality with Argus MCP, an AI-driven code review server using a Zero-Trust model for safe and efficient development.
๐ Analyze and visualize Model Context Protocol (MCP) traffic with RETICLE, your Wireshark-like tool for better network insights.
๐ Remove watermarks from Gemini AI images quickly and effortlessly with a browser-based tool that requires no server dependencies.
๐ Build and run a scalable Playwright automation framework in TypeScript for UI, API, and performance testing, embracing Shift Left practices.
๐ Access Google Search Console analytics directly to uncover SEO insights, keyword cannibalization, and traffic opportunities with ease.
๐ Fetch Twitter/X content and convert it into blog posts using the MCP server for seamless integration and easy content management.
๐ Track token consumption in real-time with MCP Audit. Diagnose context bloat and unexpected spikes across MCP servers and tools efficiently.
๐ Ask questions about your shop data in natural language and get instant answers about appointments, customers, and repair orders with Tekmetric MCP.
๐ฐ Optimize your Claude API usage to save 50-90% on costs with batching techniques and efficient request management.
๐ Connect AI agents to Walmart's ecosystem using the Model Context Protocol for real-time data access and enhanced product search capabilities.
๐ Eliminate data until revealed with Ghost Protocol, a privacy system that ensures security through absence, not secrecy.
๐ง Empower AI agents with instant knowledge of your business using structured markdown files for consistent, accurate outputs every time.
๐ Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.
๐ค Build and deploy scalable Multi-AI Agent systems with LangGraph and Groq LLMs to enhance intelligence across enterprise applications.
Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, unlock privat
A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows โ living inside your projects, running through a recursive
Self-hosted autonomous AI agent โ runs on your PC, controls your environment, connects to any MCP server.
Open Framework for AI Agents to play Red Alert through Reinforcement Learning
AI co-pilot for ComfyUI โ 113 tools for workflow authoring, model provisioning, and iterative rendering. Multi-provider (Claude, GPT-4o, Gemini, Ollama). Ships as MCP server or standalone CLI.
๐จ Extract complete design systems from websites and generate AI-ready skill.md files to replicate exact design elements efficiently.
Control plane for governed AI coding: validate agent changes, enforce policy, track findings, and ship with proof.
Glassmorphic web interface for Hermes Agent โ your self-hosted AI assistant
MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
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.
Decentralized coordination protocol for autonomous agents
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
๐กโ๏ธAI-Powered Penetration Testing Framework with automated vulnerability scanning, multi-agent system, and compliance reporting๐กโ๏ธ
๐ Streamline web scraping with Scraper MCP, a server that optimizes content for AI by filtering data and reducing token usage for LLMs.
Autonomous AI Agent SDK for React Native & Expo โ 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
AI-powered PRD generation for Claude Code with taskmaster integration
Multi-LLM agent orchestration TUI โ parallel Claude/Gemini/Codex sessions, 126 MCP tools
An easy-to-use framework for modular RAG
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
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
๐ก Enforce security policies, redact data, sandbox processes, and verify integrity for Model Context Protocol (MCP) server communication.
๐ Manage domains, DNS, contacts, and listings with spaceship-mcp, a community-built MCP server for the Spaceship API.
๐ Enable local LLMs with real-time Google search, live feeds, OCR, and video insights using noapi-google-search-mcp server tools.
๐ค Implement hybrid human-AI orchestration patterns in Python to coordinate agents, manage sessions, and enable smooth AI-human handoffs.
๐ก๏ธ Enable secure, read-only SSH access for LLM agents to audit servers, run diagnostics, and inspect logs without risking data changes.
โ๏ธ Define and compile AI coding rules, commands, and templates into workflows that work across multiple editors and agents.
๐ Boost your coding efficiency with OpenSem, a bootstrapping template for Serena and Superpowers, enabling quick setup without scripts.
Provide full Python API access to NotebookLM features, including advanced functions beyond the web interface, via CLI and AI agent integration.
Manage and debug local Model Context Protocol servers with an easy desktop app that auto-discovers and monitors MCP instances.
Enable multi-chain batch crypto payments, payroll, swaps, invoices, price feeds, and AI-powered transaction tools for OpenClaw agents.
Provide ready-to-use Claude Code commands, subagents, hooks, skills, and configs to simplify setup and speed up development.
Display real-time OBD2 data on ESP32 2.8" touch screen using serial ELM327 for accurate diagnostics, performance charts, and configurable gauges.
Enhance your AI coding assistant by injecting curated design patterns, best practices, and architecture guidance for production-ready code.
Find and verify business emails with an open-source MCP server using DNS, SMTP checks, and web scraping without paid API subscriptions.
Decrypt WeChat databases on macOS by extracting encryption keys to access and export chat records with support for searching and AI query integration.
Prepare for the AZ-104 exam with guided labs, practice questions, and resources tailored for Azure Administrator Associate certification success.
Aggregate and serve specialized Agent Skills across multiple servers with dynamic tool management and human-in-the-loop security controls.
Provide stable access to Substack data by connecting MCP clients to the official Publisher API for post analytics and subscriber info.
Manage and automate tasks in Yandex Tracker using a robust MCP integration for efficient issue tracking and project control.
Persistent, deterministic, and user-managed project memory for vibe coding.
Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้็บงๅผๆญฅไผๅ ็AI Agentๆกๆถ๏ผๆฏๆๅทฅๅ ท่ฐ็จใRAGใๅคๆบ่ฝไฝๅMCPใ
OpenGrok MCP Server is a native Model Context Protocol server that bridges your organization's OpenGrok search engine with AI assistants โ enabling instant, natural language search and deep repository
๐ Create and manage Markdown notes with folders, dark/light mode, live preview, and easy export to PDF/Markdown for a seamless note-taking experience.
๐ Enable real-time exploration of GitHub repositories with this high-performance Model Context Protocol (MCP) server built in Rust.
๐ช Customize and deploy ready-to-use hooks for Claude Code, enhancing safety, automation, and notifications in your projects.
๐ Simplify MCP server and AI Skills management with Ananke, a local-first desktop app that offers a visual interface for efficient configurations and monitoring.
๐ก๏ธ Enhance Claude Code with security and utility hooks to prevent prompt injection and extend functionality through custom scripts.
๐ Convert Excel files to multiple formats like JSON, CSV, and SQL with this powerful Rust CLI tool, offering speed, flexibility, and easy customization.
๐๏ธ Manage your tasks easily with TaskFlow, a minimal Node.js application that supports adding, viewing, completing, and deleting tasks while saving data as JSON.
๐ Seamlessly route requests between multiple LLM APIs using a unified gateway on Cloudflare Workers for efficient development and integration.
๐ ๏ธ Build a robust AI Kernel for stable, auditable, and sovereign AI systems, ensuring secure execution and compliance across various domains.
๐ก๏ธ Enhance code safety with Claude Code Safety Net, a tool designed to identify and mitigate risks in your codebase effectively.
๐ Enhance retrieval with REFRAG, using micro-chunking and fast indexing for optimized RAG systems that improve efficiency and effectiveness.
๐ค Orchestrate AI agents at scale using the MCP framework, enabling seamless context sharing, communication, and integration for enhanced collaboration.
๐ Build a production-ready RAG system that combines LangGraph and MCP integration for precise, context-aware AI-driven question answering.
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
Autonomous local AI assistant in Go โ 40+ tools, 20+ LLM providers, multi-agent orchestration, self-improving
๐ง Enhance agent skills with the Awesome Agent Skills MCP Server, providing powerful tools for managing and optimizing agent functionality.
๐ Enhance code search accuracy with Smart Coding MCP, an AI-driven server that uses intelligent embeddings for quick, relevant results.
Deliver high-speed 4K text-to-image generation with 5-character consistency using the open-source Gemini 3.1 Flash Image model.
Enhance file search on Windows by integrating Everything search service with a fast and simple replacement search tool.
Equip AI agents with internet access to gather real-time data from restricted or hard-to-reach online sources.
Coordinate AI agents to break down tasks, plan workflows, and delegate coding, design, and testing within OpenCode projects.
Lightweight, modular AI agent runtime โ thinks (Hrafn) and remembers (MuninnDB) ๐ฆโโฌ
MCP Server for publicly available real-time Indian Mutual Funds data
Official integrations for SnapRender Screenshot API โ MCP server, SDKs, OpenClaw, ChatGPT Actions, Postman
Run a full AI agent on mobile with local LLM calls, on-device memory, code execution, and native HTTP support in Capacitor apps.
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
๐ Develop WebGPU-enabled Three.js applications with TSL for advanced shading, materials, and post-processing effects in your projects.
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
๐ช 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
This bridge integrates Ollama into any chat interface and lets you build your own multi-agent pipeline, including a built-in memory database.
A tool supports OPENAI and other LLMs with Claude Skills, you can also use it as a subagent
Let your agent write code and execute code directly in the browser with WASM
List MCP Server configurations in your system used by AI applications like Cursor, Claude Desktop, VS Code and others
UK due diligence MCP server โ Companies House, corporate research, compliance checks
โก Real-time token, context & agent dashboard for Claude Code โ zero polling, pure stdin
Your personal Multi-Agent portfolio manager and financial analyst team
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Agent-ready telemetry SDK โ enriches OpenTelemetry across Java, Go, Python, Node.js, and browser with structured context for AI-driven observability.
A collection of Summoner clients and agents featuring example implementations and reusable templates
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
Remote MCP server for ChromaDB
Provide free, open access to comprehensive AI tools, guides, reviews, and resources to reduce knowledge gaps and empower users.
Install your own AI DJ Being. She searches, downloads, listens, mixes, and generates music โ autonomously. 30hrs for $0.04.
Open-source autonomous AI assistant with 5-tier security, 62 tools, 14 LLM providers. Written in Rust. Single binary.
An RAG for code development, implemented as MCP server with cocoindex
MCP server for searching and retrieving Claude Agent Skills using vector search
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
๐ Enable AI-driven network security scanning with a production-ready Nmap MCP server supporting diverse tools, scan types, and timing templates.
๐ง Enable AI coding agents to adopt product management skills and build user-focused software efficiently.
๐ค Create and modify workflows effortlessly with ComfyUI's AI assistant, enabling natural conversations with agents like Claude and Gemini.
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
Protect AI agents by detecting and blocking prompt, command injection, Unicode bypass, and social engineering attacks with customizable security controls.
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.
Build and manage AI-driven workspaces using Next.js, React, and TypeScript with customizable UI and MIT licensing.
Implement a three-layer memory system for Claude Code to enhance AI retrieval, organization, and querying with automatic and on-demand layers.
Simplify web scraping by extracting data from modern websites with an easy-to-use Python library designed for efficiency and clarity.
Audit projects for security, broken hooks, tests, and CI issues across 20+ languages with adaptive scoring and actionable fixes.
Automate shell tasks using a local Ollama model that plans, executes, and fixes commands without cloud or API dependencies.
Enable AI agents to access and analyze real-time social media data from Twitter, Instagram, Reddit, and TikTok using standardized skills.
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.
Enable AI agents to prove human verification securely using decentralized cryptographic identity without sharing personal information or relying on servers
๐ฌ Provide unofficial API access and documentation for Seedance 2.0 to enable video generation with ByteDanceโs model.
Connect Kimi Codeโs large-context reading with Claude Codeโs reasoning for efficient, cost-effective codebase analysis and edits.
Scan and fix vulnerabilities in Python, JavaScript, TypeScript, Go, and Java code using AI-powered analysis with 200 built-in security rules.
Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.
BRUNELLA AGENT SYSTEM (BAS) โ A JรVล DIGITรLIS SZERVEZETE
This is a standalone MCP for Claude & Claude Code, which can be used alongside Obsidian MD. But I'm bad at naming things.
Specification andย documentation for the Model Context Protocol
Open source local sandboxing for running AI generated code.
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
Open infrastructure/control plane for Unchained
An AI guardian that remembers, watches, and acts.
๐ ๏ธ Enhance agent capabilities with Wondel.ai Skills, offering a suite of plugins for product strategy, UX design, marketing, sales, and innovation.
๐ Migrate your WordPress projects to PHP 8.x effortlessly with structured support for new features and backward compatibility strategies.
๐ Enhance WordPress UX with skillful design practices focused on Core Web Vitals, mobile-first design, and seamless navigation.
๐ Empower AI agents to autonomously manage projects with a filesystem-based Kanban system for efficient task tracking and documentation.
๐ ๏ธ Master 27 AI Agent Skills for effective semantic code search with GrepAI, enhancing installation, configuration, and integration.
๐ค Connect DingTalk with OpenClaw Gateway for AI-driven chat responses and session management using a bot or DEAP Agent integration.
๐ฆ Configure Clawdbot for Feishu with three simple commands, enabling your AI assistant to work seamlessly within the platform without the need for public access.
๐ ๏ธ Manage and sync your coding skills across multiple AI tools with this cross-platform desktop app for streamlined organization and efficiency.
๐ Explore high-quality skills for SpoonOS, Web3, AI productivity, and enterprise tooling with 57+ curated Python scripts across multiple challenge tracks.
๐ Connect AI to your database effortlessly using natural language with the Universal DB MCP, enhancing queries across multiple platforms.
๐ผ๏ธ Convert images quickly between formats with ImC, a fast and simple CLI tool built on Pillow for efficient batch processing and clean command usage.
๐ Enable AI agents to shop for users seamlessly, protecting your brand and data while streamlining commerce across any platform.
๐ค Enhance customer support with an AI chat platform that delivers intelligent, context-aware responses through a seamless full-stack solution.
๐งญ Discover and navigate AI Agent Skills with Awesome-Agent-Skills, your go-to resource for Claude, OpenAI, and MCP Servers.
๐ Run Python on Kaggle's free GPUs directly from your terminal without the need for a browser, streamlining your data science workflow.
๐ง Unlock Apple Mail's potential with 42 powerful tools for full scripting control, enabling advanced mailbox and email management.
๐ฅ๏ธ Enhance your terminal interactions by allowing AI to see and control your session for real-time debugging and automation.
๐ Build a robust MCP gateway platform to enhance your Plex experience with seamless integration and reliable performance.
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๐ Enable seamless browser automation in OpenCode with the Browser MCP plugin for easy navigation and task execution.
๐ค Orchestrate AI models like GPT and Claude for seamless collaboration in multi-agent development tasks with the Claude Team MCP Server.
๐ Simplify payment processing with PayLink, a unified API for multi-provider checkouts, ensuring reliable transactions and seamless integration.
๐ Fetch real-time cryptocurrency prices with a reliable server that uses Binance and CoinMarketCap for seamless data access and fallback.
๐ Transform existing codebases into MCP services with ease using Code2MCP's intelligent automation and minimal intrusion design.
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
ๅผๆบ็ๅญ Rust-first local coding-agent CLI with a local /v1/threads server, plugins/skills, and Python/TypeScript SDK alphas.
Local-first knowledge base with semantic search for AI coding assistants. Fewer tokens, faster context.
Nix packages for AI coding agents and development tools. Automatically updated daily.
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
Cloud native, ultra-high performance AI&API gateway, LLM API management, distribution system, open platform, supporting all AI APIs.๐ฆไบๅ็ใ่ถ ้ซๆง่ฝ AI&API็ฝๅ ณ๏ผLLM API ็ฎก็ใๅๅ็ณป็ปใๅผๆพๅนณๅฐ๏ผๆฏๆๆๆAI API๏ผไธ้ไบOpenAIใAzureใ
๐ The open-source Wikipedia of AI โ 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
๐ Streamline build and dev output by feeding logs directly into AI coding sessions using Model Context Protocol for seamless automation.
Store, consolidate, and recall coding agent memories with provenance tracking using SQLite and FAISS for fast, structured knowledge access.
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
Enable local document ingestion and retrieval-augmented generation with a secure, .NET-based pipeline that keeps data on your machine.
Provide open-source AI bots for Lark to automate tasks like brainstorming, project planning, content creation, and monitoring within a secure chat interface.
Deterministic governance engine for AI agents. Enforce rules defined in .md governance files across AI systems.
The localhost AI Agent Runtime -- Chat UI, Tools, RAG, and MCP in one pip install
MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with natural language through Claude Desktop.
Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs. Embed safety directly into your app and prove compliance to your customers.
The open-source TypeScript SDK for running AI coding agents in sandboxes. One unified API โ swap agents and infrastructure providers without changing your code.
MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We build reliable servers thoughtfully designed specifically for MCP Client-powered workflows.
HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
๐ฆพ A productionโready research outreach AI agent that plans, discovers, reasons, uses tools, autoโbuilds cited briefings, and drafts tailored emails with toolโchaining, memory, tests, and turnkey Dock
An open-source SSPM tool written in Go
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
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge base
๐ฆ 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.
็ผ็จๅฏผ่ช 2025 ๅนด AI ๅผๅๅฎๆๆฐ้กน็ฎ๏ผๅบไบ Spring Boot 3 + Java 21 + Spring AI ๆๅปบ AI ๆ็ฑๅคงๅธๅบ็จๅ ReAct ๆจกๅผ่ชไธป่งๅๆบ่ฝไฝYuManus๏ผ่ฆ็ AI ๅคงๆจกๅๆฅๅ ฅใSpring AI ๆ ธๅฟ็นๆงใPrompt ๅทฅ็จๅไผๅใRAG ๆฃ็ดขๅขๅผบใๅ้ๆฐๆฎๅบใTool Calling ๅทฅๅ ท่ฐ็จใMCP ๆจกๅไธไธๆๅ่ฎฎใAI Agent ๅผๅใCurs
A Model Context Protocol (MCP) server for square
Documentation for the Strands Agents SDK. A model-driven approach to building AI agents in just a few lines of code.
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.
MCP server for 28 security frameworks (ISO 27001, NIST CSF 2.0, NIST 800-53, SOC 2, IEC 62443)
Robust, fast, scalable, and sandboxed open-source online code execution system for humans and AI.
Roslyn Source Code Generators with Examples