发现优秀的 MCP 服务器

workatastartup-mcp

Enables AI assistants to query Y Combinator startup jobs and companies via the Work at a Startup platform, including advanced filters for skills, salary, equity, and visa sponsorship, plus tools to fetch detailed company and job information.

engram

Local, private memory layer for notes and files with temporal reasoning and citation. Enables agents to query and persist memories via the Model Context Protocol.

claude-foundry-image

MCP server for Claude Code that enables image generation and editing via Azure AI Foundry's MAI Image API, writing files to disk and returning only the path.

monarchmoney-node

MCP server providing 30 tools to access and manage Monarch Money financial data, including accounts, transactions, budgets, and more, enabling AI assistants to interact with personal finances.

pipen-mcp

Exposes pipen bioinformatics pipelines as MCP tools, allowing AI assistants to discover and run complex workflows through a progressive disclosure interface.

@docweave/mcp

Write and read PDF documents via MCP: generate PDFs from HTML, URLs, or templates, and extract text from PDFs with OCR support.

undo-mcp

A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots file states before modifications, deduplicates unchanged checkpoints, and enables lightning‑fast restoration so you can experiment confidently with AI‑driven edits.

Gemini Search MCP

Enables web search using Google Gemini with search grounding and question-answering on local documents, with support for chunked document reading.

japan-rail-mcp

Provides read-only access to structured Japanese railway data, enabling station searches without an API key and live Shinkansen timetable, fare, seat class, and stop queries with an Ekispert API key.

EDB Debugger MCP

Exposes Evan's Debugger (EDB) features as MCP tools, enabling AI-driven debugging, reverse engineering, and exploit development with 147 tools including program control, breakpoints, memory analysis, ROP gadgets, and pwntools integration.

MCP Adapter Implementation Example

Enables WordPress content management (posts, metadata, taxonomies, Gutenberg blocks) via the Model Context Protocol, demonstrating MCP Adapter integration patterns.

Thermal Sentinel MCP Server

Enables AI agents to monitor urban heat risk, detect heat waves and anomalies, and generate alerts with urban-planning recommendations via the FortyGuard Temperature API.

MCP Python Examples

Provides two MCP server examples in Python: a minimal greeting tool and a weather tool that fetches real-time data from Open-Meteo API.

repo-contract

An MCP server that enforces repository governance rules for AI coding agents, providing tools to validate plans, diffs, and scan for architectural and safety violations.

ai-text-engine

MCP server that enables AI agents to create, edit, validate, and export single-file HTML text adventure games using JSON story data and MCP tools.

Vala-Fi MCP Server

A Bloomberg Terminal you can talk to. Query company relationships — suppliers, customers, competitors, supply chain paths — directly from Claude, Cursor, or any MCP-compatible AI assistant.

Expense Tracker MCP

Tracks and manages personal expenses with tools to add, view, filter by category, and summarize spending over date ranges using SQLite storage.

Loredex MCP Server

Enables AI coding agents to search, read, and write notes in an Obsidian vault via MCP tools, and monitor product handoffs and state.

mcp-esa-server-python

A Python-based MCP server that enables users to interact with the esa.io API for documentation management. It provides tools for retrieving user information and performing full CRUD operations on articles.

MCP Omni-Tool

A single MCP server that provides dynamic access to thousands of APIs through discovery and proxy, eliminating the need to install and configure multiple separate MCP servers.

lean-mcp

Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI clients to compile and check theorems with Mathlib.

OpenSquilla MCP Gateway

A bidirectional Model Context Protocol gateway that exposes OpenSquilla session capabilities to MCP hosts via stdio and connects to external MCP servers, bridging tool/resource requests to OpenSquilla Gateway WebSocket RPC.

MCP Chat Adapter

用于使用 OpenAI 兼容聊天端点的 MCP 服务器

Google Docs MCP Server

Connects Claude to Google Docs, allowing users to list, read, create, update, search, and delete documents in their Google Drive through natural language interactions.

MCP TabNews Integration

一个模型上下文协议服务器，使人工智能工具能够与 TabNews 互动，从而通过自然语言获取内容、评论、分析和 RSS 订阅。

LanternFS

Enables MCP clients like ChatGPT to securely access and manage a controlled local directory over a remote, OAuth-protected endpoint, with configurable filesystem roots and ngrok tunneling.

Germany Intelligence MCP

An evidence-based career intelligence layer for the German software job market, exposed to Claude as an MCP server.

SystemKernelMCP

Provides 180+ tools for full system control including terminal, Git, Docker, Kubernetes, VMs, BIOS, kernel, cybersecurity, AI, and cloud, designed to work with MCP clients like Cursor and Claude Desktop.