发现优秀的 MCP 服务器

MCP 101 Example

A foundational implementation of a Model Context Protocol (MCP) server designed for educational purposes. It demonstrates the complete interaction between an LLM, an inference engine, and a client during an agentic call.

@tokens/dsh-browser-use

Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading page structure, while preserving login states and supporting configurable browser policies.

Academic Archive Gateway

MCP server for AI assistants to search and download ebooks from Z-Library and Anna's Archive, configured locally with automatic setup and download path.

Claude Habitat

An MCP server that provides persistent project context, workflow management, and knowledge capture for AI coding agents. It enables agents to maintain structured memory across sessions by tracking project profiles, conventions, skills, and technical debt.

Code Whisperer MCP

Provides access to a library of 18 specialized skills, project templates, and prompt patterns for Claude Code. It enables automated workflows for feature development, security audits, and system maintenance through multi-agent collaboration.

Telegram MCP Bridge

Provides read-only access to a user's Telegram account via MTProto, enabling chat listing, message retrieval, search, and context fetching.

AI Conversation Logger

Enables AI assistants to automatically log and manage conversation history with developers in structured markdown format. Provides powerful search and context suggestions to help AI understand project history and maintain continuity across sessions.

isthereanydeal-mcp

Enables querying game deals, prices, and managing collections using the IsThereAnyDeal API with 53 specialized tools.

Mern Chat MCP Server

Enables interaction with a MERN chat application, providing tools to register and login users, manage chats (including group chats), and send/receive messages.

mcp-playwright-test

An MCP server that automates Playwright-based UI and API testing, supporting test case generation from requirements or API specs, and execution with detailed reports.

scrapy-mcp

A headless web-scraping MCP server built on Scrapy, providing tools for polite fetching, CSS/XPath extraction, link/table extraction, sitemap and robots.txt reading, and bounded asynchronous crawls.

kagi-mcp

MCP server for Kagi Search that uses your session token for web and news search without a separate API subscription.

Blossom

Enables collaborative project planning by connecting an MCP-capable chat app to a generative AI that manages tasks and dependencies, with a live web UI for visualization.

Datris MCP Server

MCP server with 32 tools for ETL ingestion, AI-generated data quality rules, AI transformations, vector search, and natural-language SQL. Works across Postgres, MongoDB, Kafka, S3/MinIO, HashiCorp Vault, and five vector stores (Qdrant, Weaviate, Milvus, Chroma, pgvector).

JobDataLake MCP Server

Enables searching over 1 million enriched job listings from 20,000+ companies directly from MCP-compatible AI tools. Provides tools for job search, company profiles, and AI-powered similar job recommendations with real-time data updates.

deep-filesystem-tree

一个模型上下文协议 (MCP) 实现，提供深入的文件系统树可视化和操作功能。该工具能够高效地导航和管理复杂的目录结构，并通过 AI 驱动的文件系统操作来增强开发工作流程。兼容于...

wisdomGraph

This MCP server lets AI agents persistently record facts, experiences, insights, and lessons into a Neo4j DIKW graph, then query that memory across sessions to prevent repeating past mistakes.

windex MCP server

Enables hybrid search (dense + sparse) over self-hosted indexes of continuously ingested public datasets (news, GitHub, Wikipedia, arXiv, small web, devdocs, Hacker News) using your own embedding model, served via the Model Context Protocol.

wealvest-ai

Enables AI-driven financial analysis including portfolio analysis, risk assessment, investment simulation, market intelligence, and report generation via NitroStudio.

razberri MCP Server

A privacy-first, local-first MCP server that provides 15 ADHD/second-brain tools for capturing, prioritizing, and resurfacing tasks with context from calendar, mail, and messages.

kicad-mcp

An MCP server that gives AI agents end-to-end control of KiCad 9+ for rule checks, manufacturing exports, production-readiness certification, and live PCB editor control.

San Diego City GIS MCP

Enables querying and spatial analysis of City of San Diego GIS layers (zoning, habitats, land use, etc.) via ArcGIS REST services, with tools for search, metadata, and spatial queries.

Spotify MCP Server

Enables control of Spotify playback, search, and playlist management through MCP tools and Apple Shortcuts/Siri integration via HTTP bridge.

Compass MCP

A shared operational layer that synchronizes tasks and project contexts across Claude Chat, Cowork, and Code surfaces using local markdown files. It enables persistent state management and cross-session knowledge sharing without the need for a database.

POC Node MCP Server

A proof-of-concept MCP server for learning and testing, providing basic arithmetic and weather tools, along with greeting and user profile resources.

MCP Shipping Control Center

Enables comprehensive shipping and order management through EasyPost and Veeqo integrations. Supports creating orders, generating shipping labels, tracking shipments, and managing unified workflows with a web-based dashboard interface.

LocalPro MCP Server

Provides verified local trade and service business data (e.g., radon mitigation, foundation repair) to AI agents via tools like search_providers and list_niches.

relation-mcp

Enables to interact with Re:lation support tickets via MCP. Allows searching, updating, replying to tickets, and managing customers and internal records.

SharkMCP

Enables LLMs to load and analyze PCAP/PCAPNG files using Wireshark's sharkd interface, supporting packet inspection, traffic structure, conversations, and protocol statistics through natural language.

CheerLights MCP Server

允许AI工具与CheerLights API交互的MCP服务器。