发现优秀的 MCP 服务器

PDDL MCP Server

A planning server that enables natural language to PDDL conversion, automatic problem generation, and batch task execution using the Fast Downward planner. It supports multi-robot coordination and provides detailed reporting and diagnostic capabilities for complex planning tasks.

Fastmail MCP Server

Enables AI assistants to interact with Fastmail email, contacts, and calendars through JMAP API, supporting operations like sending emails, managing attachments, searching conversations, and organizing events.

Google MCP Server

Integrates with Google Docs and Gmail to append content to documents and create email drafts, featuring a manual approval system.

mina-mcp-server

MCP server that provides zkApp transaction information from the Mina blockchain via the Blockberry API, enabling querying of specific transactions and fetching recent ones with filters.

Aprimo DAM API MCP Server

Enables reading of Aprimo DAM asset metadata, fields, and files through the Aprimo REST API. Designed for deployment on Azure via Docker.

kicad-mcp

Enables natural language control of KiCad PCB design software through Claude Desktop, automating project creation, design rule checks, component management, export, and cost estimation.

PullNexus

GitHub-backed registry and CLI for local AI resources. Search, pull, and submit reusable skills, tools, templates, datasets, and workflow artifacts.

cortexmem

Persistent memory for AI coding agents. Builds semantic memory from git history and codebase, searchable via MCP tools.

Telegram MCP Server & Channel Monitor

A comprehensive MCP server providing 35 tools for managing Telegram messages, media, and chat interactions via the Bot API. It also features a real-time monitoring system using the Telethon User API to log messages from specific channels.

azair-eu-mcp

MCP server for azair.eu that enables flexible-date cheap flight searches across European low-cost airlines, with multi-airport, metro-area, and advanced filter support.

Cortex MCP Server

Cortex MCP Server

Scrapeer MCP Server

Allows AI agents to run, inspect, and create Scrapeer visual web-scraping flows, bridging human-designed browser automation with agent-driven execution.

Youtube To Mp315 MCP Server

Enables conversion of YouTube videos to MP3 format through the Youtube To Mp315 API. Supports checking conversion status, retrieving video titles, and asynchronous video-to-audio conversion with customizable quality and time range settings.

Trafilatura MCP Server

Enables web scraping and content extraction from URLs using the Trafilatura library. Extracts main text content and metadata (title, author, date) from web pages with configurable options for comments and tables.

Model Context Protocol and Fireproof Demo: JSON Document Collection Server

镜子 (jìng zi)

LegiScan MCP Server

Provides access to legislative data from all 50 US states through the LegiScan API, enabling comprehensive search and retrieval of bills, votes, legislators, and legislative session information.

meshy-youtube-mcp

Enables generating 3D models from text prompts, rendering turntable animations, and uploading them directly to YouTube via an MCP interface.

Weather Checker

Enables real-time weather lookup for any location via MCP, returning concise summaries from wttr.in.

mcp-servers-kurtseifried

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semantic-code-mcp

A self-hosted semantic code retrieval MCP server that enables natural language queries to find relevant code snippets using Tree-sitter AST parsing, embedding, and hybrid search with reranking.

Agentic CI/CD MCP Orchestrator

An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.

Say Ur Intent

Local-first Sui review and evidence layer for AI clients. It enables users to review and approve Sui transactions in their own wallet after AI requests, without the AI having signing authority.

n8n-workflow-tester-safe

Safe MCP server and CLI tool for testing, scoring, and inspecting n8n workflows. Features 19 tools for workflow testing, execution traces, tiered scoring, and a built-in node catalog with 800+ node types. Designed with safety-first approach: no credential management, no secrets lifecycle, no auto-fix loops.

GCAL-MCP

A Model Context Protocol server that provides read-only access to the Google Calendar API v3. It enables users to list calendars, search for events, check free/busy availability, and retrieve calendar settings.

MCP Uptime Ledger

Monitors MCP server uptime, auth failures, schema drift, and SLA evidence.

NotebookLM MCP

Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.

GitHub MCP Server

基于 mcp-go 的 GitHub 模型上下文协议 (MCP) 服务器

Vision MCP

Enables text-only LLMs to process images by describing them through a configurable vision model.

VikingDB MCP server

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ToGMAL MCP Server

Provides real-time, privacy-preserving analysis of LLM interactions to detect problematic behaviors like medical advice, dangerous file operations, physics speculation, and unsupported claims. Recommends safety interventions and builds a taxonomy of LLM limitations through crowdsourced evidence collection.