发现优秀的 MCP 服务器

python-mcp-server

Enables deterministic static analysis of Python code, providing tools to inspect classes, functions, imports, dependencies, and more, without executing the code.

Receita Federal PF

Enables querying the Brazilian Federal Revenue registration status of an individual using CPF and birth date, with a read-only MCP tool accessible from various AI clients.

Fannie Mae MCP

Enables querying Fannie Mae's public APIs, currently supporting loan limits retrieval for US counties and territories via OAuth2.

Relaystation

160 tools that do that heavy lifting - storage, agent-to-agent collaboration, document conversions, identity verification -- almost all priced under a tenth of a cent or less per call.

Machine 2 Machine Protocol

Enables AI agents to autonomously request services from other specialized agents and compensate them via x402 micropayments. Demonstrates a Machine-to-Machine economy using A2A protocol for agent communication, MCP for context management, and blockchain-based payments on Base network.

Excel MCP Server

A Model Context Protocol server that provides tools for reading, updating, filtering, and visualizing Excel data through a simple API.

bitbucket-mcp

Enables LLMs to review Bitbucket pull requests with custom checklists and API token authentication.

Figma CDN MCP Server

Uploads temporary Figma MCP asset URLs to the CDN after Tinify optimization.

MCP Windows

Windows integration MCP server that enables Claude to interact with Windows system features including media playback control, notification management, window operations, screenshots, monitor control, theme settings, file opening, and clipboard access.

Bitso MCP Server

Enables access to Bitso cryptocurrency exchange data through comprehensive withdrawal and funding transaction tools. Features production-ready authentication, caching, and complete API integration for monitoring exchange activities.

VS Auto Trend MCP Server

MCP server that wraps VS Auto Trend API to provide trend data and concept brief generation tools for LLMs.

mcp-swiss

Swiss open data MCP server — transport, weather, geodata, companies, etc,. Zero API keys.

Figma MCP Server by Bao To

Enables AI agents to extract design systems, analyze components, and maintain design-code consistency from Figma files, providing intelligent component analysis and accessibility compliance.

Jenkins MCP Server

A production-ready MCP server for Jenkins that enables managing jobs, pipelines, builds, and nodes through natural language, with configurable security and guardrails.

universal-mcp-sdk

A cross-agent MCP server development kit that lets you build once and connect with multiple AI agents including Claude Code, Cursor, Mavis, and OpenAI via stdio or HTTP.

Notion Multi Workspace

Connects any number of Notion workspaces through a single MCP server, exposing four tools for connecting, listing, searching, and fetching Notion content. Ensures constant tool surface regardless of workspace count, with OAuth-based security.

OMOPHub MCP Server

Provides AI agents with instant access to 10M+ OMOP medical vocabulary concepts for searching, mapping, and navigating clinical codes across SNOMED, ICD-10, RxNorm, LOINC, and more.

visitbeijing

visitbeijing

imscc-mcp

An MCP server that enables the creation of Canvas Common Cartridge (.imscc) packages from structured course data using the canvas_cc Ruby gem. It allows users to programmatically build course content including modules, assignments, and rubrics for import into compatible Learning Management Systems.

NetMCP

Enables AI-powered optimization of Linux network performance through natural language commands, with tools for discovery, planning, validation, and safe execution.

lockstep-mcp

Enables multiple AI agents like Claude and Codex to coordinate on the same project through shared tasks, file locks, and a real-time dashboard, preventing conflicts and streamlining collaborative development.

Tabular Document Retriever MCP

Transforms CSV and Excel data into Markdown-formatted vector embeddings stored in a local ChromaDB instance for semantic search. It enables MCP clients to retrieve relevant tabular data through single-row, batch, or free-text queries.

memory-mcp-lite

A lightweight, local memory server for AI coding assistants that stores durable knowledge (decisions, facts, gotchas) in a tree structure, enabling persistent context across sessions with efficient retrieval via summaries and FTS5 search.

MCP テンプレート

寻找 MCP 服务器模板

data-quality-loop

Enables autonomous data quality inspection and repair workflows. It scans DuckDB warehouses for anomalies, generates and verifies fixes in a dry-run copy, then applies them after validation, with full audit logging.

aicraft-code-review

Code review as an MCP server — structured code quality reviews with OWASP security scanning.

Coda MCP Server

Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, and data via natural language commands.

LATS MCP Server

Enables systematic code investigation using Monte Carlo Tree Search to explore codebases, analyze files, and provide intelligent insights. It features persistent memory and pattern learning for improved investigations.

Meta Ads MCP Server

Enables Claude to fetch and analyze Meta ad accounts, campaigns, ad sets, ads, and performance insights via the Meta Marketing API.

Aedifion MCP Server

Enables AI assistants to interact with the aedifion cloud platform for building performance optimization and IoT data management. It provides over 95 tools for monitoring timeseries data, managing project components, and executing building analytics or controls.