MCP directory

Model Context Protocol servers

675 MCP servers — install commands + config snippets + live GitHub stats. Browse anonymously, or sign in to like, install, and tune your For You feed.

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Tags #ai 224 #claude 136 #ai-agents 112 #llm 105 #agent 77 #claude-code 75 #agentic-ai 58 #anthropic 57 #ai-agent 55 #agents 51 #automation 48 #community 43 #cursor 40 #cli 38 #ai-tools 35 #mcp-client 31 clear tags

langgenius Discovered AI 146.9k

dify

Production-ready platform for agentic workflow development.

npx -y dify

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mtwn105 Discovered Data 151

decipher-research-agent

Turn topics, links, and files into AI-generated research notebooks — summarize, explore, and ask anything.

npx -y decipher-research-agent

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marcuspat Discovered Dev tools 161

turbo-flow

Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and

# See README at the repo for install instructions

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MCP-Manager Discovered AI 195

MCP-Checklists

MCP-Checklists — community MCP server.

npx -y mcp-checklists

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eqtylab Discovered AI 200

mcp-guardian

Manage / Proxy / Secure your MCP Servers

cargo install mcp-guardian

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rootflo Discovered AI 200

wavefront

🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

uvx wavefront

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varun29ankuS Discovered Data 223

shodh-memory

Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fully offline.

cargo install shodh-memory

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Denis2054 Discovered Data 256

Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for th

# See README at the repo for install instructions

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sinanuozdemir Discovered AI 283

oreilly-ai-agents

An introduction to the world of AI Agents

# See README at the repo for install instructions

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elusznik Discovered Dev tools 336

mcp-server-code-execution-mode

An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions contex

uvx mcp-server-code-execution-mode

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sipyourdrink-ltd Discovered System 605

bernstein

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrat

uvx bernstein

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cordum-io Discovered AI 485

cordum

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.

go install github.com/.../cordum@latest

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PV-Bhat Discovered AI 493

vibe-check-mcp-server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eage

npx -y vibe-check-mcp-server

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SamurAIGPT Discovered Communication 963

awesome-openclaw

A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

# See README at the repo for install instructions

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massgen Discovered System 1.1k

MassGen

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Jo

uvx massgen

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AI-QL Discovered AI 1.2k

tuui

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

npx -y tuui

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WenyuChiou Discovered System 3.4k

awesome-agentic-ai-zh

A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

uvx awesome-agentic-ai-zh

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genieincodebottle Discovered AI 2.5k

generative-ai

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

# See README at the repo for install instructions

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the-open-agent Discovered Web 5.3k

openagent

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

go install github.com/.../openagent@latest

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grab Discovered Dev tools 6.9k

cursor-talk-to-figma-mcp

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

npx -y cursor-talk-to-figma-mcp

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jonigl Discovered Web 762

mcp-client-for-ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, huma

uvx mcp-client-for-ollama

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splx-ai Discovered System 985

agentic-radar

A security scanner for your LLM agentic workflows

uvx agentic-radar

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Dataojitori Discovered Data 1.2k

nocturne_memory

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, s

uvx nocturne_memory

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llmsresearch Discovered AI 2.0k

paperbanana

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.

uvx paperbanana

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PaperDebugger Discovered AI 1.5k

paperdebugger

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

npx -y paperdebugger

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doobidoo Discovered Data 1.9k

mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

uvx mcp-memory-service

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1Panel-dev Discovered Data 21.5k

MaxKB

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

uvx maxkb

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ruvnet Discovered Dev tools 61.9k

ruflo

🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intellige

npx -y ruflo

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🤖

Prismix is itself an MCP server

Connect Claude Desktop and ask "Is OpenAI down right now?" — get a live answer from 75+ AI providers. One JSON snippet, 30 seconds.

Setup guide →

dify

decipher-research-agent

turbo-flow

MCP-Checklists

mcp-guardian

wavefront

shodh-memory

Context-Engineering-for-Multi-Agent-Systems

oreilly-ai-agents

mcp-server-code-execution-mode

bernstein

cordum

vibe-check-mcp-server

awesome-openclaw

MassGen

tuui

awesome-agentic-ai-zh

generative-ai

openagent

cursor-talk-to-figma-mcp

mcp-client-for-ollama

agentic-radar

nocturne_memory

paperbanana

paperdebugger

mcp-memory-service

MaxKB

ruflo