MCP directory
AI
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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matlab-mcp-core-server
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
go install github.com/.../matlab-mcp-core-server@latest -
Brave Search
Web + local-business search via the Brave Search API — privacy-first, no Google account required.
npm install -g @modelcontextprotocol/server-brave-search -
Memory
Knowledge-graph memory — store entities, observations, and relations across conversations.
npm install -g @modelcontextprotocol/server-memory -
Sequential Thinking
Structured chain-of-thought scaffolding — the model writes its own multi-step plan as MCP calls.
npm install -g @modelcontextprotocol/server-sequential-thinking -
Perplexity Ask
Web-aware Q&A via the Perplexity API — get cited answers with source URLs.
npx -y server-perplexity-ask -
Exa Search
Neural web search via the Exa API — semantic search, content extraction, find-similar.
npm install -g exa-mcp-server -
Tavily Search
AI-optimised web search via the Tavily API — concise top-result extraction, JSON-first.
npm install -g tavily-mcp - Community AI
OpenAI Realtime
Stream voice + text via the OpenAI Realtime API — model-to-model voice conversations.
npm install -g openai-realtime-mcp -
OpenRouter
Call any model on OpenRouter — one API for 200+ models from every major lab.
npm install -g openrouter-mcp -
tinymcp
Let LLMs control embedded devices via the Model Context Protocol.
go install github.com/.../tinymcp@latest -
fastmcp
A TypeScript framework for building MCP servers.
npx -y fastmcp -
claude-code-book
《御舆：解码 Agent Harness》42万字拆解 AI Agent 的Harness骨架与神经 —— Claude Code 架构深度剖析，15 章从对话循环到构建你自己的 Agent Harness。在线阅读网站：
# See README at the repo for install instructions -
PeopleInSpace
Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.
# See README at the repo for install instructions -
langchain-mcp-adapters
LangChain 🔌 MCP
uvx langchain-mcp-adapters
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.