发现优秀的 MCP 服务器

Tribunal TRF3: Processo

Read-only MCP server providing official TRF3 court process consultation via a single pay-per-use tool.

mcp-gnu-units

Unit converter for AI agents, powered by the GNU units database — convert 3000+ units of measurement, evaluate compound unit expressions, reduce to SI base units, dimensional analysis. Offline, deterministic.

anndata-mcp-workshop

Enables interaction with AnnData objects via the Model Context Protocol, allowing querying and manipulation of annotated data matrices for single-cell genomics.

bw-modeling-mcp

Enables AI assistants to read, create, and modify SAP BW/4HANA modeling objects via the internal REST API, including aDSOs, InfoObjects, transformations, DTPs, queries, and more.

Mcp Server Wrapper Bitbucket

这是一个 MCP 桥接器，用于现有的 TypeScript Bitbucket MCP 服务器，在 Python UV 基础上构建 API 层，本质上是让 UV 充当代理/桥梁。

MisakaNet

Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. Includes guided prompts for failure triage and release auditing.

MCP RiR

Generates room impulse responses as WAV files from natural language descriptions, enabling agents to create realistic or arbitrary reverb for audio production.

todo2code

MCP server that extracts and links code, tasks, documentation, and git history into a graph, then diagnoses discrepancies and generates reports.

Chaitin Rivers Radar

Rivers Radar MCP 基于大型语言模型，通过 MCP 工具为长亭 Rivers Cloud - 网站安全监控提供数据查询、分析和操作能力。

Relay

Enables AI to delegate boilerplate, drafts, tests, and refactors to free LLM providers, saving tokens and running tasks in parallel.

mcp-qobuz

AI-native MCP server for Qobuz that enables searching, browsing, and managing your music library, including favorites, playlists, and current playback.

PortalMCP

Universal AI gateway that enables interaction with Ethereum blockchain through natural language across multiple AI platforms (Claude, ChatGPT, Gemini, etc.). Supports contract deployment, token operations, NFT minting, DeFi operations, and general blockchain transactions.

tot-state

Enables persistent storage and retrieval of Tree of Thought search states in PostgreSQL, allowing the travel agent to maintain reasoning context across multi-turn itinerary optimization.

yearbook-mcp-public

e-yearbook.com MCP (Model Context Protocol) server. The server lets any MCP-aware AI agent search over 300,000 U.S. yearbooks indexed by name. Over 22,000 schools across all 50 U.S. states and territories Over 300,000 distinct (school, year) yearbooks Over 100M extracted person mentions

Simple MCP Server

A Python Flask-based Model Context Protocol server that provides basic tools including hello_world, calculate, and get_time functions through stable HTTP endpoints.

NotebookLM MCP Server

Enables interaction with Google NotebookLM to create notebooks, add sources (PDF, URL, YouTube), and ask questions with citations.

Mellow Mountain Radio MCP Server

Provides 45 real-time tools and 6 prompts for interacting with KAZM 106.5 FM & 780 AM, including now playing, song requests, local news, weather, events, and Sedona-specific guides like vortex and hiking information.

eia-energy-data-mcp

An MCP server that wraps the U.S. Energy Information Administration's Open Data API, enabling assistants to fetch live energy data via natural language. It provides tools for querying series, browsing data routes, filtering facets, and running custom queries.

JSX Prop Lookup MCP Server

Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabling prop usage tracking, component analysis, and TypeScript support.

neuromancer-mcp

Publish yourself as a remote MCP server, exposing your résumé via tools so company agents can evaluate and contact you.

Master MCP Server

Aggregates multiple MCP servers behind a single, secure endpoint with unified tool/resource discovery, OAuth authentication, and resilient request routing. Enables users to manage and interact with multiple MCP backends through one centralized interface with load balancing and circuit breakers.

Engram

A local-first memory MCP server that enables storing, searching, and managing personal memories with hybrid keyword and semantic recall, all on-device.

io.github.opendata-kr/narajangteo-corpinfo-mcp

Enables querying Korean procurement corporate profiles and qualifications using business registration numbers through natural language, leveraging the public data API from data.go.kr.

Alpic MCP Template

A TypeScript template for building MCP servers with Streamable HTTP transport, including example tools, resources, and prompts.

slicegrep

Returns ranked, token-budgeted code slices for LLMs and coding agents, accessible via MCP for focused code reading.

Huawei MCP Server

A Model Context Protocol server that provides secure, controlled access to Huawei Cloud services (ECS, OBS, GaussDB, etc.) for AI assistants, enabling cloud resource management through conversational workflows.

mailroom

Enables AI agents to manage project email by listing, describing, and running bounded mailbox operations such as reading messages, searching, and sending drafts.

InstantCMS MCP Server

Provides a specialized environment for developing InstantCMS 2 addons and templates by exposing hooks, class APIs, and code structures to AI assistants. It enables automated scaffolding, validation, and searching of system components to streamline the creation of functional CMS extensions.

Jimdo docs MCP

Enables semantic search over Jimdo help documentation to find relevant information and answers.