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

cobusgreyling Discovered Dev tools 3.8k

loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit,

npx -y loop-engineering

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FootprintAI Discovered System 240

Containarium

Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC backends, GPU passthrough, MCP-native CLI

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

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clawplays Discovered System 555

ospec

Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works with Claude Code, Cod

npx -y ospec

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strands-agents Discovered AI 6.3k

harness-sdk

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

uvx harness-sdk

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NirDiamant Discovered AI 22.9k

GenAI_Agents

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

# See README at the repo for install instructions

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NirDiamant Discovered AI 20.9k

agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

# See README at the repo for install instructions

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zhu1090093659 Discovered Communication 1.0k

deepseek-pp

DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.

npx -y deepseek-pp

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AnttiHero Discovered AI 259

lavern

An agentic law firm. Yours. 67 specialist AI agents that review documents through evidence-backed debate, with mandatory human gates and a 10-pass verification loop. Apache 2.0.

npx -y lavern

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wshobson Discovered Dev tools 37.3k

agents

Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

uvx agents

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FlowElement-ai Discovered Data 4.5k

m_flow

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

uvx m_flow

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metorial Discovered System 3.3k

metorial

Connect any AI model to 1200+ integrations (MCP, CLI, API)

npx -y metorial

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SolaceLabs Discovered AI 5.0k

solace-agent-mesh

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

uvx solace-agent-mesh

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Atmosphere Discovered Dev tools 3.8k

atmosphere

Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, and WebTransport/HTTP3. Talk MCP, A2A and AG-UI.

# See README at the repo for install instructions

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panaversity Discovered Data 4.3k

learn-agentic-ai

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes

# See README at the repo for install instructions

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JetBrains Discovered AI 4.4k

koog

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-brow

# See README at the repo for install instructions

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icip-cas Discovered AI 4.7k

PPTAgent

An Agentic Framework for Reflective PowerPoint Generation

uvx pptagent

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ModelEngine-Group Discovered AI 5.4k

nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedbac

uvx nexent

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ag2ai Discovered Communication 4.7k

ag2

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

uvx ag2

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EverMind-AI Discovered AI 9.7k

EverOS

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

uvx everos

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GaiaNet-AI Discovered AI 5.0k

gaianet-node

Install, run and deploy your own decentralized AI agent service

# See README at the repo for install instructions

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ashishps1 Discovered AI 5.8k

learn-ai-engineering

Learn AI and LLMs from scratch using free resources

# See README at the repo for install instructions

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strands-agents Discovered AI 6.0k

sdk-python

A model-driven approach to building AI agents in just a few lines of code.

uvx sdk-python

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open-multi-agent Discovered AI 6.5k

open-multi-agent

TypeScript multi-agent orchestration framework. Describe a goal, a coordinator decomposes it into a task DAG that runs on any LLM: Claude, ChatGPT, Gemini, DeepSeek, or local models.

npx -y open-multi-agent

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idosal Discovered Dev tools 8.2k

git-mcp

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

npx -y git-mcp

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iflytek Discovered AI 8.6k

astron-agent

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

# See README at the repo for install instructions

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MemTensor Discovered AI 10.0k

MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings

npx -y memos

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ValueCell-ai Discovered Finance 10.9k

valuecell

ValueCell is a community-driven, multi-agent platform for financial applications.

uvx valuecell

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superset-sh Discovered System 12.2k

superset

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

npx -y superset

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casdoor Discovered AI 13.8k

casdoor

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA,

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

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ComposioHQ Discovered AI 29.0k

composio

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

npx -y composio

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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 →

loop-engineering

Containarium

ospec

harness-sdk

GenAI_Agents

agents-towards-production

deepseek-pp

lavern

agents

m_flow

metorial

solace-agent-mesh

atmosphere

learn-agentic-ai

koog

PPTAgent

nexent

ag2

EverOS

gaianet-node

learn-ai-engineering

sdk-python

open-multi-agent

git-mcp

astron-agent

MemOS

valuecell

superset

casdoor

composio