发现优秀的 MCP 服务器

Wuxing Search MCP

A privacy-focused search server built on SearXNG that provides unlimited, multi-source web searching across 100+ engines. It enables AI tools to perform advanced searches with specialized filters for time, language, and content categories without API costs or rate limits.

NotionMCP Server

A Python server that integrates MCP with Notion to automate documentation workflows and manage Notion pages via LLMs, supporting operations like creating, updating, and searching Notion content.

PlanFlow

MCP server for creating, validating, and reviewing implementation plans in GitHub Copilot Chat, with visual review interface and MongoDB persistence.

Snippets MCP

Enables storing, searching, and managing code snippets using hybrid semantic search and keyword matching with automatic language detection and tag-based organization.

creator-analysis-mcp

Remote MCP server that provides Creator Recommendation API tools (creator_research, creator_tagged_media, etc.) with secure authentication, rate limiting, and OAuth support for Claude clients.

CSE Market MCP Server

Enables querying real-time and historical Colombo Stock Exchange data, including prices, sectors, top movers, and technical indicators like RSI and MACD, for AI-assisted market analysis.

Diff MCP Server

Enables Claude to compare text strings for exact equality and display detailed line-by-line differences with flexible options to ignore whitespace, case, or line ending variations.

Teamwork MCP

连接到 Teamwork API 的 MCP 服务器

near-intent-swaps

MCP server enabling AI agents to perform cross-chain token swaps through NEAR's intent-based architecture using the Defuse Protocol, with token discovery, quote retrieval, swap execution, and status tracking.

Voxta MCP Bridge Provider

能够与模型上下文协议 (MCP) 服务器通信的 Voxta 提供程序

HackScout MCP

Provides hackathon intelligence for builders by analyzing projects to rank best hackathons, target tracks, and differentiate using fit scoring and public gallery intel.

Goodreads MCP Server

A CLI tool that integrates with Claude Desktop to allow users to retrieve their Goodreads library data through MCP.

featherless

Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, including search, read, and clinical context aggregation, with built-in Chart.js dashboards for visualizing lab trends, vitals, and patient data.

ORMCP Server

ORMCP Server is a database-agnostic MCP server that exposes relational databases as governed business objects (Customers, Orders, Products) for AI agents via ORM abstraction — instead of raw SQL or schema access. Works with any JDBC-compliant database (PostgreSQL, MySQL, Oracle, SQL Server, SQLite, and more). Reduces LLM token consumption by 60-70% through semantic data abstraction.

Fables MCP Server

An MCP server that provides AI agents with tools to build, deploy, and manage Flutter applications, including APK/AAB generation, keystore management, and CI/CD integration.

Agentic Software Factory MCP

Turns Cursor into a full software factory with 10 specialist agents (PM, Architect, Backend, Frontend, etc.) as a local MCP server, keeping code on your machine.

Stoa

Persistent shared memory for AI coding agents that turns a folder of markdown files into searchable memory across sessions, repos, and machines.

astroway-mcp

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API — natal charts, synastry, transits, Vedic dashas, Tarot, Numerology, Human Design. Sub-arcsecond Swiss Ephemeris precision, 10 000 free credits per month.

Elasticsearch MCP Server

An MCP server that enables AI assistants to directly interact with Elasticsearch for searching, aggregating, and retrieving documents from indices, supporting full-text search, semantic search, and various query modes.

sg-data-mcp

Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply from data.gov.sg.

MongoDB MCP Server by CData

MongoDB MCP Server by CData

run402-mcp

Enables users to provision, manage, and query AI-native Postgres databases directly from MCP-compatible clients using x402 micropayments. It supports executing SQL, performing REST API interactions via PostgREST, and managing database leases and file storage.

stickyrice-mcp

MCP server for Sticky Rice - interact with your notes from Claude.

codelens-mcp

A deterministic structural code map server for AI agents, giving them the shape of a codebase (imports, exports, classes, functions, signatures, comments, TODO-markers) without reading whole files into context. Powered by tree-sitter WASM grammars, it runs anywhere Node 18+ works.

Firebase Crashlytics MCP Server

A clean, simple Model Context Protocol (MCP) server that integrates Firebase Crashlytics with BigQuery for AI-powered crash analysis. Built for use with Claude Code and other MCP-compatible AI assistants.

Capture Win MCP

Enables AI assistants to interact with macOS windows through yabai, providing window listing organized by Spaces and screenshot capture capabilities.

Grafana MCP server

Grafana 的 MCP 服务器 (Grafana de MCP fúwùqì)

context-mem

Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, With llm 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.