发现优秀的 MCP 服务器

appstore-release-mcp

An MCP server that drives the full App Store release cycle for iOS and macOS apps: version bump, archive + TestFlight upload, metadata, review submission, and status.

@datafast/mcp-server

Exposes DataFast analytics as tools for AI assistants, enabling natural language queries about website metrics such as visitors, referrers, revenue, and real-time data.

isp2go

An MCP server for ISP management that enables agents to handle customer onboarding, billing, ticketing, network monitoring, and compliance (RICA/POPIA) via 20 tools.

oarx-docs-mcp

MCP server for semantic search across the complete ObjectARX 2026 documentation set. Indexes 89,715 text chunks from 22 guides in ChromaDB with hybrid BM25 + dense retrieval.

scienceon-mcp

Enables searching and collecting academic literature metadata from KISTI ScienceOn via Claude or CLI, supporting various document types and export formats.

MCP + OAuth on Cloudflare Workers

Stateless Streamable HTTP MCP endpoint with OAuth 2.1 authentication via Cloudflare Workers, supporting PKCE, DCR, and token introspection.

CRIC物业AI MCP Server

Enables users to access real estate property industry news daily and search a specialized knowledge base covering laws, regulations, company info, and more.

mcp-supabase

Enables interaction with Supabase databases, including listing tables, querying, inserting, updating, deleting records, and executing RPC functions.

mcp-microsoft-todo

Enables AI agents to manage Microsoft To Do tasks via natural language queries through the Pipeworx gateway.

Web3 Stats Enhanced - Dune + Blockscout MCP Server

This project implements a Model Context Protocol (MCP) server that combines the power of Dune Analytics and Blockscout APIs, providing comprehensive blockchain data analysis capabilities for LLM agents and MCP clients.

Appointment Scheduler MCP Server

A Model Context Protocol (MCP) server that connects to a PostgreSQL database to manage appointment scheduling.

Willys MCP Server

An MCP server for Sweden's largest grocery chain Willys. Enables controlling your shopping cart, browsing orders, searching products, and getting AI-powered recommendations from any MCP client.

GPT Commander

A security-first MCP server that provides LLMs with structured tools for filesystem, process, search, build/test/lint, IDE integration, and more.

DesignDiff MCP

Verifies that AI-generated UI code matches Figma design specs by rendering components in a real browser, comparing computed CSS, and returning patch-ready fixes with scored parity reports.

Jira MCP Integration

Enables AI agents to interact with Jira Cloud through the REST API, supporting project management, issue operations (create, read, update, delete), JQL search, task assignments, and status transitions.

mcp-loom

An MCP proxy server that intercepts large tabular tool results, ingests them into an embedded DuckDB, and provides a compact envelope with schema and query capabilities, enabling efficient cross-server data analysis.

GitHub Copilot CLI MCP Server

Wraps the GitHub Copilot CLI to provide natural language command suggestions, explanations, and shell configuration for shell, git, and GitHub CLI commands through the Model Context Protocol.

Strava MCP Server

Connects Claude to your Strava account so you can query your activities, stats, routes, and segments using natural language.

nicktools

A knowledge graph MCP server for research with source provenance, featuring 55 operations across 5 meta-tools and a four-tier web capture pipeline.

Recall

Provides long-term memory storage for AI assistants with semantic search, enabling persistent storage of preferences, decisions, and context with relationship tracking between memories.

Indian Railway MCP

印度铁路数据 MCP 服务器。通过简单的 Claude 桌面集成，即可搜索列车、查询座位余票、获取实时状态、延误信息、车站/列车代码等。

Weekly Report Checker

一个 MCP 服务器，用于监控和分析 Google Sheet 中每周报告的提交情况，允许用户查看缺失的提交、查看统计数据以及跟踪个人报告状态。 (Alternatively, a slightly more formal translation:) 一个 MCP 服务器，旨在监控并分析 Google Sheet 中每周报告的提交情况。该服务器允许用户检查缺失的提交项，查看统计数据，并追踪个人报告的提交状态。

Online PR - Press Release Distribution

Search PR agencies, browse publications, buy press release distribution & media placements. Zero-config, no API key needed.

fathom-mcp

Provides AI assistants access to Fathom meeting recordings, summaries, and transcripts via tools like list_meetings, get_meeting_summary, and get_meeting_transcript.

Hevy Workout Analytics MCP Server

Provides Claude with SQL access to Hevy workout history and personal training conventions stored in a SQLite database. It enables detailed analysis of exercise progress, volume trends, and muscle group mappings through natural language queries.

8th Wall MCP Server

Enables building WebAR experiences using natural language through tools for Three.js scene creation, project management, and asset integration within 8th Wall Desktop. It supports advanced features like face tracking, image targets, and automated 3D model management.

kaggle-mcp

A safety-first MCP server that connects Claude to Kaggle, enabling competition management, dataset analysis, submission tracking, and kernel execution with built-in safeguards against destructive actions and prompt injection.

sidekick

Enables persistent remote VPS collaboration with MCP tools, live dashboard, and autonomous AI agent for code execution, memory, and task automation.

mcp-brasil

An MCP server that connects AI agents to over 200 tools across 27 Brazilian public APIs, covering economic, legislative, transparency, and judicial data. It enables users to query and cross-reference extensive government datasets from sources like IBGE, the Central Bank, and the Brazilian Congress.

AlphaVantage MCP Server with Azure Functions

一个演示，用于展示一个带有 Azure Functions 的 MCP 服务器