发现优秀的 MCP 服务器

MCP Sui Tools

A toolkit that integrates with the Sui blockchain, allowing Claude to request test tokens through a testnet faucet tool when users provide their wallet addresses.

observability-mcp

Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend.

claude-recall

A persistent memory server for Claude Code that captures session context and tool outputs to inject relevant history into future sessions. It enables long-term recall through semantic search and automatic context management, allowing for more consistent and context-aware coding interactions.

@designjs/mcp-server

MCP server that enables AI coding agents to read and write to a local-first HTML/CSS design canvas, bridging visual design and code generation.

Signal MCP

Provides live integrations with GitHub, Spotify, and blog RSS feeds to power a dynamic portfolio.

mcp-stateless-http-demo

A minimal stateless HTTP MCP server demonstrating the 2026-07-28 protocol era, with tools for arithmetic, order and user queries, resources, prompts, and MCP Apps, featuring caching and W3C trace context.

GA4 Automation MCP Server

This project is a Google Analytics 4 (GA4) automation server implemented as a Model Context Protocol (MCP) tool. It lets AI agents query GA4 data (reports, traffic sources, demographics, etc.) and also includes a simple connection test script.

Interactive Feedback MCP

A MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to run commands, view their output, and provide textual feedback directly to the AI assistant.

Memory Bank MCP

An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.

SailPoint MCP Server

An MCP server that enables interaction with SailPoint IdentityNow and Identity Security Cloud for identity governance and access management. It provides comprehensive tools to manage identities, accounts, roles, workflows, and certifications through API integration.

mcp-server-flyder

Flyder 的 MCP 服务器

domain-mcp

Enables domain name availability checking through DNS and WHOIS lookups with confidence scoring. It supports searching across alternative TLDs and generating domain name variations for branding purposes.

WA MCP

WhatsApp MCP server that exposes messaging, groups, contacts, and profile management as tools and resources for AI agents, supporting Baileys and Meta Cloud API.

obsidian-codex-mcp

Local-first MCP server for working with an Obsidian vault. No API key required

FastMCP Example Server

Educational example of an MCP server built with FastMCP, demonstrating how to expose tools, resources, and prompts for AI clients.

Kintone MCP Server by CData

Kintone MCP Server by CData

stock-rag-mcp

Enables RAG-based querying of local stock company data using a local LLM and vector database, providing tools to ask questions, search raw chunks, and list documents.

docx-mcp-server

A local MCP server for reading and editing Word (.docx) documents with 33 tools for content, formatting, comments, page layout, and track changes, running locally via stdio.

hansung-university-regulation-mcp

Enables searching and retrieving regulations from the Hansung University regulation management system.

VAHAN Data MCP Server

Scrapes and serves India's national vehicle registration database (VAHAN Dashboard), providing detailed insights into registrations, manufacturers, fuel types, and RTO-level metrics.

pr-forge

Provides AI agents with a secure PR review gateway through 9 MCP tools for managing pull requests, including context retrieval, diff, checks, and merge with two-layer access control.

Seroost Search MCP Server

Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.

gotify-mcp

MCP server for self-hosted Gotify that enables sending notifications and managing messages, applications, clients, and account metadata through natural language.

MCP Gateway

Lightweight Model Context Protocol gateway that exposes one entry point for multiple downstream MCP services, enabling efficient tool discovery and routing.

AVA

MCP server for recruiting pipeline that evaluates resumes against job descriptions, syncs to Google Sheets, and drafts emails via Gmail.

MCP Travel Concierge Server

Enables comprehensive travel planning by integrating Google Travel Services and Amadeus GDS for dual flight and hotel searches, plus event discovery, weather forecasting, currency conversion, and location services. Combines consumer-friendly search with professional travel industry data for optimal trip planning.

kips

Personal data management MCP server that stores and queries notes, tasks, conversations, and auth in SQLite, enabling LLMs to interact with the database through natural language.

ast-grep MCP Server

Enables structural code search and refactoring across 20+ programming languages using ast-grep patterns, with safe dry-run mode and flexible filtering.

context-killer-mcp

Enables Claude to offload code generation to Google's Gemini, saving tokens by writing files directly to disk without returning the content to the chat.

Japan Company Leads Finder MCP

B2B lead generation for Japan: search 1M+ companies by size, capital, location, and government-subsidy history, with executive names and procurement records.