发现优秀的 MCP 服务器

holdify-mcp

Enables AI assistants to manage API keys, check usage, and debug authentication issues for the Holdify API.

PDF Inline Image RAG MCP

Builds searchable SQLite databases from PDFs, preserving inline image locations for AI agents to discover and caption visual content. Supports full-text search over text, image placeholders, and saved captions.

ptywright

Enables MCP clients to launch and interact with terminal/TUI programs, providing tools to inspect and control live CLI/TUI sessions.

MySQL MCP Server

通过 JSON 命令与 MySQL 数据库进行交互，支持只读查询、写入查询的测试执行，以及通过 Docker 进行表信息检索。

amCharts 5 MCP Server

MCP server that gives AI assistants on-demand access to 1,500+ amCharts 5 docs, ~300 code examples, and 1000+ class API references.

GlobKurier - track shipment, search shipping products and generate purchase links

Model Context Protocol server for the GlobKurier API. Enables AI assistants (Claude, Cursor, Cline and others) to track shipments, search shipping products and generate purchase links.

SEFAZ PR: Certidão Negativa de Débitos

Enables querying official Paraná state tax negative debt certificates through a single read-only MCP tool, hosted with prepaid per-use credits and no platform credentials required.

Intel NPU Tools MCP Server

Enables MCP clients to leverage the Intel Arrow Lake NPU for local speech transcription, screenshot OCR, private semantic search, and hardware diagnostics, all processed locally.

fallestatepractice-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

FastMCP_RecSys

A CLIP-Based Fashion Recommender system that allows users to upload clothing images and receive tags and recommendations based on visual analysis.

SportIntel MCP Server

Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-time player projections, lineup optimization, live odds aggregation from multiple sportsbooks, and SHAP-based explainability to understand recommendation reasoning.

markovian-mcp

Bitcoin-anchored provenance for AI outputs; enables stamping, verifying, and tracing outputs with offline-verifiable canonical roots.

AWS CodePipeline MCP Server

一个模型上下文协议服务器，与 AWS CodePipeline 集成，允许用户使用自然语言命令通过 Windsurf 和 Cascade 管理管道。

gmail-mcp

Local stdio MCP server enabling Claude to send Gmail, search emails with attachment metadata, and download attachments to Google Drive.

joinly

Enables AI agents to join and actively participate in video calls, providing real-time interaction and meeting tools through an MCP server.

Discord Community MCP

Enables AI agents to search and recall Discord conversations, analyze community activity, participation, and growth, and optionally send messages when writes are enabled.

Root Signals MCP Server

Root Signals MCP Server

MCP Demo SQLite Weather

Enables querying a local SQLite database and fetching live weather data through a single MCP server, allowing GPT-4o to perform cross-tool tasks like finding top customers and checking weather in their cities.

litmus-mcp-server

litmus-mcp-server

X API FastMCP Server

A local MCP server that exposes the X API (formerly Twitter API) as tools, enabling operations like posting, searching, user management, and more via natural language commands.

mcp-arcgis-sacramento

Enables querying and exploring City of Sacramento GIS open geospatial datasets (parcels, zoning, public works) via ArcGIS Feature Services.

agent-rack

An MCP server that bridges CLI coding agents like Claude Code, Codex, opencode, and Antigravity into any MCP client, enabling synchronous and asynchronous task execution, follow-up input, and a structured code review tool.

graphiti-folder

A read-only MCP server that lets you search current and historical facts from a time-indexed knowledge graph derived from a folder of Markdown/text documents, with verification against original sources. It exposes tools for status, fact search, history search, and revision lookup while keeping document insertion and modification to the CLI.

mcp-telegram-local

Connect Claude to your personal Telegram account via MTProto to read messages, search chats, send replies, forward files, and more using your real account.

zotero-translator-mcp-server

Enables LLMs to extract bibliographic metadata from URLs and identifiers like DOIs or ISBNs by wrapping the Zotero Translation Server. It supports importing, exporting, and converting metadata across various formats including BibTeX, RIS, and CSL-JSON.

bakom-mcp

MCP server for Swiss BAKOM open data, enabling natural-language queries about broadband availability, 5G/4G coverage, mobile antennas, licensed broadcasters, and telecom statistics.

mcp-ieee-standards

Enables searching IEEE Xplore metadata through the IEEE Xplore Metadata Search API, providing access to IEEE standards and technical literature via an MCP gateway.

Happy MCP

A standalone MCP gateway that lets external AIs control Happy machines via OAuth, with dual LLM review for sensitive operations. Enables secure remote control of approved machines and directories through natural language.

MCP Test Server

A testing server that demonstrates Model Context Protocol features, providing access to user data, todos, and system information through resources, tools for user management and calculations, and prompt templates for various analyses.