发现优秀的 MCP 服务器

MCP-TS-DEMO

A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP, demonstrating tool invocation for AI agents.

Langflow MCP Server

MCP Server for interacting with the Langflow API via a natural language interface. It exposes Langflow functionalities as tools for LLMs.

mcp-glama-demo

mcp-glama-demo

jianying-ai-mcp

MCP server for Jianying (CapCut) AI-assisted editing, enabling natural language-driven draft generation, reference reuse, and batch template creation with safety checks.

MCP Tools

一个用于模型上下文协议 (MCP) 的代理服务器和工具管理器，它促进 LLM 应用程序和远程 MCP 兼容服务之间的通信。

MCP Appointment Booking Server

An MCP server that enables users to book, cancel, reschedule, and list appointments through natural language interactions. It uses YAML configurations for agent behavior and function logic to manage appointment data and availability.

test-coverage-mcp

MCP server that provides instant, token-efficient test coverage data for any programming language, allowing agents to query coverage summaries and track session progress.

MongoDB MCP Server

Enables interaction with MongoDB databases and MongoDB Atlas for querying data and managing clusters via the Model Context Protocol. It supports both local and cloud-based deployments using connection strings or Atlas API credentials.

EO-MCP

A Python MCP server for discovering and analyzing Sentinel-2 L2A imagery, enabling AI agents to search scenes, check quality, and compute spectral indices like NDVI, NDWI, and NBR from remote COG windows.

chess-coach-mcp

A hybrid AI chess coach MCP server that uses Stockfish for grounded evaluation and LLM for natural-language coaching, enabling game analysis, weakness diagnosis, and personalized drills from your own games.

CarClever Find My Car

An MCP server for used-vehicle matching, offering tools to find matching vehicles, fetch photos, and resolve dealer URLs using Auto.dev endpoints. Currently a scaffold with stubs for search logic.

PocGenius

Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vulnerability information, with built-in safety features to prevent harmful payloads and ensure secure security testing.

Stock-Market Research Assistant MCP Server

MCP server that provides stock market research tools including real-time quotes, news search, semantic context retrieval, watchlist management, and saving research notes/reports.

ClickUp MCP Server

Enables AI applications to interact with ClickUp's project management API through the MCP protocol, supporting resources like Teams, Spaces, Goals, and Key Results.

pylos-mcp

An email MCP server that lets Claude or any MCP client search, read and draft mail via IMAP, treating every message as untrusted input. It prioritizes safety with plain-text-only bodies, disabled sending until an allowlist is set, and no bcc support.

personal-github-mcp

Provides full read/write access to the GitHub REST API via a single tool using a personal access token.

price-watch

A dated log of SaaS price changes across 494 tools: old price, new price and verification date for every move, plus category-level pulse and the biggest recorded increases.

MCP Zephyr Scale Cloud Server

Enables AI assistants to interact with Zephyr Scale Cloud for test management, including test cases, cycles, plans, folders, priorities, and statuses via the MCP protocol.

linkedin-prospection-mcp

LinkedIn prospection automation — find leads, score (fit+intent+urgency), qualify, personalize messages, run full pipeline, manage sales funnel. 7 MCP tools.

AML Wathcer

AML Watcher MCP Server gives AI agents direct, real-time access to AML Watcher's proprietary sanctions, watchlist, and PEP databases. Connect your agentic workflows to 215+ sanctions regimes, 2.6M+ PEP profiles, and coverage across 235+ countries, no complex integrations required.

DocMCP

Index any documentation website and search it from AI coding assistants via the Model Context Protocol (MCP).

Custom GitLab MCP Server

Provides integration with GitLab repositories to manage files, issues, merge requests, and branches through the Model Context Protocol. This implementation includes specific fixes for schema validation issues found in standard GitLab MCP servers.

Elementor MCP Server

A simple server that enables CRUD operations on Elementor data for WordPress pages, requiring WordPress authentication credentials to interact with a target website.

RHOAI Observability MCP

Provides AI assistants with direct access to Red Hat OpenShift AI observability data, enabling querying of Prometheus metrics, Alertmanager alerts, Loki logs, Grafana dashboards, and Kubernetes cluster state to troubleshoot vLLM inference workloads.

MCP Audio RAG Server

Enables transcription of audio files using Google Gemini AI and creates a searchable knowledge base, allowing users to ask natural language questions about content in meetings, podcasts, lectures, and other audio recordings.

rikkahub-history-mcp

Read-only MCP bridge for searching and browsing RikkaHub app conversations through its Web API.

Nevent MCP

Enables natural language interaction with Nevent's live-event marketing platform, including campaigns, analytics, paid ads, segments, and short URLs, via 52 tools across 9 categories.

Registry Review MCP Server

Automates carbon credit project registration document review, transforming 6-8 hour manual reviews into 60-90 minute guided workflows with automated document discovery, evidence extraction, cross-validation, and compliance report generation.

Cemig: Download de Contas

Enables users to query and download Cemig electricity bills from official sources via natural language, with read-only access and pre-paid credits across various MCP clients.

Google Flights MCP

Enables searching Google Flights for one-way, round-trip, and multi-city itineraries, plus fare tracking and price alerts via SerpAPI.