MCP directory

Model Context Protocol servers

679 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 114 #llm 105 #claude-code 77 #agent 77 #agentic-ai 60 #ai-agent 57 #anthropic 57 #agents 53 #automation 48 #community 43 #cursor 41 #cli 38 #ai-tools 36 #mcp-client 31 clear tags

RyanAlberts Discovered AI 216

best-of-Agent-Harnesses

🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recommend them too. Rescored weekly.

uvx best-of-agent-harnesses

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oleksiijko Discovered Data 236

pmb

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.

uvx pmb

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cobusgreyling Discovered Dev tools 4.5k

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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atlassian Discovered Dev tools 816

atlassian-mcp-server

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or

npx -y atlassian-mcp-server

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codespar Discovered Dev tools 257

mcp-dev-latam

Open-source MCP servers for Latin American commerce — Pix, NF-e, banking, fiscal, logistics, and messaging across Brazil, Mexico, Argentina, Colombia, Chile, and Peru. MIT, on npm.

npx -y mcp-dev-latam

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FootprintAI Discovered System 248

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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tractorjuice Discovered Dev tools 2.0k

arc-kit

The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance for AI coding assistants

npx -y arc-kit

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micro Discovered AI 22.9k

go-micro

A Go agent harness and service framework

go install github.com/.../go-micro@latest

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aresyn Discovered Productivity 203

codex-control-plane-mcp

Durable MCP control plane for long-running Codex Desktop tasks

uvx codex-control-plane-mcp

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clawplays Discovered System 556

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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opentabs-dev Discovered Web 830

opentabs

Browser automation clicks buttons. OpenTabs calls APIs.

npx -y opentabs

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TeleAI-UAGI Discovered AI 469

telemem

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.

uvx telemem

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ucsandman Discovered AI 279

DashClaw

🛡️The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.

npx -y dashclaw

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trpc-group Discovered AI 1.5k

trpc-agent-go

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

go install github.com/.../trpc-agent-go@latest

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opensquilla Discovered AI 5.2k

opensquilla

OpenSquilla — Token-Efficient AI Agent with same budget, higher intelligence density

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buildingjoshbetter Discovered Data 362

TrueMemory

The memory your AI should have had from the start. Automatic capture, automatic recall, 100% local. One SQLite file, zero cloud. Works with Claude Code, Claude CLI, Cursor, Codex CLI, Gemini CLI.

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repoprompt Discovered System 731

repoprompt-ce

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

# See README at the repo for install instructions

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strands-agents Discovered AI 6.4k

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.

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Zipstack Discovered AI 6.7k

unstract

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

uvx unstract

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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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unifapi-agent Discovered Media 482

skills

AI agent skills for UnifAPI MCP and public-data workflows

npx -y skills

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777genius Discovered Communication 1.4k

agent-teams-ai

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/Claude/Open

npx -y agent-teams-ai

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AnttiHero Discovered AI 262

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 37.4k

agents

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

uvx agents

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diegosouzapw Discovered System 8.7k

OmniRoute

Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95%

npx -y omniroute

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bgauryy Discovered Dev tools 872

octocode

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

npx -y octocode

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sbhooley Discovered Communication 826

ainativelang

AINL helps turn AI from "a smart conversation" into "a structured worker." It is designed for teams building AI workflows that need multiple steps, state and memory, tool use, repeatable execution, v

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affaan-m Discovered AI 224.2k

ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

npx -y ecc

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alibaizhanov Discovered Data 173

mengram

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

uvx mengram

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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 →

best-of-Agent-Harnesses

pmb

loop-engineering

atlassian-mcp-server

mcp-dev-latam

Containarium

arc-kit

go-micro

codex-control-plane-mcp

ospec

opentabs

telemem

DashClaw

trpc-agent-go

opensquilla

TrueMemory

repoprompt-ce

harness-sdk

unstract

GenAI_Agents

agents-towards-production

skills

agent-teams-ai

lavern

agents

OmniRoute

octocode

ainativelang

ECC

mengram