MCP Servers 3,646

Codex Agent Mem

io.github.marcelocaporale/codex-agent-mem

C◆ advisory

Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows.

Ummon

io.github.nayshins/ummon

E◆ advisory

The semantic layer for software engineering: Connect code to meaning, build on understanding

Expose Abilities

io.github.bjornfix/mcp-expose-abilities

B◆ advisory

Let AI agents do real WordPress work via MCP.

Skillroute

io.github.erichare/skillroute

B◆ advisory

Local-first skill routing for agent builders — index SKILL.md bundles, get ranked skill plans with confidence and evidence, and serve them to any agent over…

Geodata

io.github.urbanmorph/geodata

B◆ advisory

Lightweight open-source visualiser for India admin boundaries — pick a layer, view, download parquet

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…

Tintins Chess Analysis

io.github.chess-analysis-mcp/tintins-chess-analysis

C◆ advisory

Stockfish-powered chess coach that explains your mistakes in plain English.

Reporecall

io.github.proofofwork-agency/reporecall

C◆ advisory

Local-first, auto-injecting context + memory layer for Claude Code, Codex and MCP.

Summarization Functions

io.github.braffolk/mcp-summarization-functions

E◆ advisory

Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents

Webmcp Nexus

io.github.alibaba/webmcp-nexus

C◆ advisory

面向 WebMCP 标准的非侵入式前端集成套件：写一个普通 TS 函数加一段 JSDoc，即可被任意 MCP 客户端调用 —— 含 SDK、Vite/Webpack 插件与 AI 编码 Skill。

Booklib

io.github.booklib-ai/booklib

C◆ advisory

Detects what your AI doesn't know about your project and fixes it.

Computer-Use Agents API

io.github.hcompai/hai-agents

A✓Verified

Run and manage H Company's Computer-Use Agents from any MCP client.

DJ Claude

io.github.p-poss/dj-claude

B✓Verified

Agents can now live code music for you, themselves, and each other while they work.

Verified memory for coding agents: claims cited against code, stale withheld, savings receipts.

Search the web, generate AI responses, and create embeddings with real-time information

Ingest, manage, and retrieve documents for RAG-powered AI applications

Run AI models, create deployments, and manage predictions via cloud API

agent-bom

io.github.msaad00/agent-bom

A✓Verified

Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.

Gemini

io.github.houtini-ai/gemini

A✓Verified

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

Create and manage secure sandboxes for running AI agent code

Searchpin — Free Web Search for AI Agents

io.github.telly6/searchpin

B✓Verified

Free web search for AI agents — multi-engine parallel search, smart ranking, no sign-up, no limits

AI Tool Discovery Agent

io.github.nirholas/tool-discovery-mcp

B✓Verified

AI agent discovers MCP servers from GitHub npm - analyzes APIs configs

Cortex Memory Engine

io.github.gambletan/cortex

B✓Verified

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs.

Search the web and fetch pages with sourced results, optimized for AI agents