发现优秀的 MCP 服务器

MCP Server in Node.js

使用 Node.js 构建的 MCP 服务器，演示了如何使用自定义工具构建 MCP 服务器，包括从配置文件加载环境变量的工具，以便与 Cursor AI 等 AI 辅助环境无缝集成。

Angular Bootstrap MCP Server

A TypeScript-based MCP server that provides backend API handling and facilitates communication between microservices. Features an organized structure with controllers, routes, and models for easy extensibility and maintenance.

CDB-MCP

Enables LLMs to perform live debugging, dump analysis, and remote debugging by exposing Microsoft CDB capabilities through MCP. It manages cdb.exe sessions, forwards commands, and returns raw debugger output.

sint-memory

Structured agent memory system with hash-chain provenance, temporal decay, drift detection, provenance archaeology, vector embeddings, and git integration for OpenCode agents.

Receita Federal Cafir MCP

MCP server for querying official Brazilian federal revenue (Cafir) data, providing a single read-only tool for consulting rural property records via natural language.

Patient Data MCP Server

Enables querying a synthetic patient dataset with tools to look up patients by ID, age, disease, name, and get statistics, connecting Claude Desktop to local data.

vault-rag-mcp

MCP server for semantic search in an Obsidian Second Brain vault using self-hosted Qdrant and Google Gemini embeddings.

Joplin MCP Server

MCP server that provides standardized tools for querying and retrieving notes from Joplin personal knowledge manager through its API, enabling AI assistants to access and reference personal notes contextually.

SpectraMCP

Enables AI agents to process RF signals, perform spectral analysis, and execute radar DSP primitives such as Range-Doppler processing and CFAR detection, supporting both file-based and live SDR capture.

rubiks-cube-mcp

Exposes a Rubik's cube to an AI agent, allowing it to manipulate and solve the cube, with a web dashboard for monitoring agent runs.

EnfusionTexKit

enables creation of Enfusion/Arma Reforger PBR materials — generates maps, packs Enfusion channels (BCR/NMO), writes .emat files, and stages them atomatically into addons via MCP or CLI.

MCP Migration Advisor

Analyzes database migrations for risks like lock contention and data loss before they run. Supports Flyway and Liquibase formats, providing risk scores and rollback generation.

five9-mcp

Enables MCP clients to manage and monitor a Five9 cloud contact center, including running campaigns, supervising agents, checking DNC lists, and building IVR call flows.

SpotifyMCP

Enables creating and searching Spotify playlists through natural language using the Model Context Protocol.

mixamo-mcp

Enables Claude Code to automate Mixamo: browse/search animations, upload custom characters via Auto-Rigger, set animation parameters, and download animations with your character.

tscircuit MCP Server

Provides Claude with access to the tscircuit electronics component registry, enabling search, browsing, and analysis of electronic components and circuit packages from the tscircuit ecosystem.

MCPE Server Proxy

这可以帮助你在 MCPE 上加入 MCPI 服务器。

redis-mcp-server

Enables AI to safely view and operate Redis databases with read-only mode by default and support for key operations.

mcp-bookmark

Enables AI assistants to save and search bookmarks with semantic search using OpenAI, allowing storage of URLs with metadata and intelligent retrieval across collections.

codex-omnifocus-mcp

Enables Codex to interact with the user's local OmniFocus database on macOS, allowing task management, project creation, and tag operations through natural language.

sovereign-stack

An MCP server providing 82 tools for persistent memory, governance, and consciousness continuity for AI instances. Enables local-first, runtime-reflexive operation with cross-device access and recursive self-awareness.

mcp-goodpass-api

Enables AI assistants to interact with the GoodPass API for searching products, retrieving details, checking availability, pricing, and managing orders.

@focus-mcp/cli

MCP orchestrator that loads modular bricks on demand, reducing AI agent context usage by ~65%.

combine-memory-mcp

Persistent memory server for CMS Combine lessons, enabling saving and searching confirmed error-cause-fix chains across sessions and users.

mcp-sports-game-odds

Wraps the Sports Game Odds API to provide sports game odds data through natural language queries.

Codify MCP

Easily create custom reusable automation tools from casual browser actions using Apify Agent. Automate workflows by running your recorded actions turned into MCP tools.

mcp-peopledatalabs

Enables enriching person and company data using the People Data Labs API through conversational queries.

App Store Connect MCP Server

A Model Context Protocol server that wraps Apple's App Store Connect API v2, enabling management of apps, in-app purchases, subscriptions, TestFlight, product page experiments, and App Review submissions via natural language.

fetcher.cloud

MCP server that gives AI agents web capabilities such as rendering pages, extracting content, resolving links, and inspecting domains, with per-call USDC payments via x402.

GadsChain

An AI-powered MCP server that connects your Google Ads account to marketing decisions, enabling campaign listing, search-term analysis, budget tuning, pause/enable, and negative keyword management through structured Pydantic models.