发现优秀的 MCP 服务器

es-error-lens

Enables LLM agents to search and analyze Elasticsearch logs for errors, detect recurring patterns, analyze error-rate trends, and retrieve full trace context through MCP tools.

Metabase

Metabase includes a built-in Model Context Protocol (MCP) server that lets AI clients connect directly to a Metabase instance. It uses the Streamable HTTP transport and builds on Metabase's Agent API to expose tools for searching, exploring, querying, and visualizing data — all scoped to the connecting user's permissions.

奇黄&智草MCP医疗助手

MCP server for hybrid medical consultation integrating Western and Traditional Chinese Medicine, enabling symptom analysis, diagnosis, and treatment suggestions through two specialized models.

mcp-graphql

Enables LLMs to interact with GraphQL APIs through schema introspection and query execution.

Prescription Review MCP Server

Enables MCP-integrated prescription review with incomplete laboratory evidence, using deterministic rules and language-model guardrails to enforce approval authority boundaries.

Today's Headlines MCP Server

A full-featured content management platform for Today's Headlines that supports automated login, content publishing, and data analytics, with complete compatibility with Xiaohongshu's publishing tool format for one-click multi-platform publishing.

Gemini Media MCP

MCP server for generating images and videos using Google Gemini and VEO models, with support for multiple AI models and credential modes.

RIGForge

MCP server enabling AI coding agents to seal work into cryptographically signed ProofPackets and verify them, catching forged completion claims and enforcing spec-bound acceptance criteria.

Lever MCP Server

Enables AI agents to manage Lever.co candidates and job requisitions, and send themed emails via Gmail API with OAuth 2.0.

tolk-mcp-server

Enables LLMs to compile and verify Tolk smart contract code for the TON blockchain.

n8n Forum MCP

Enables AI agents to search and read solved threads from the n8n community forum for vetted solutions.

MCP Browser Agent

一个浏览器自动化代理，使 Claude 能够通过模型上下文协议与 Web 浏览器交互，从而实现诸如浏览网站、操作元素和管理浏览器状态等操作。

Secure Privacy MCP Server

Enables AI agents to install GDPR-compliant cookie consent banners on websites with a single command, handling domain registration, template assignment, and script injection.

holy-bible-mcp

Universal Multilingual Bible MCP Server (800+ languages, 11.9M verses, 100% offline, zero-latency FTS5, Merkle proof)

Claude Desktop ↔ Claude Code MCP Bridge

A bidirectional MCP bridge that lets Claude Desktop and Claude Code collaborate on a build with no human in the execution loop.

Java Class Analyzer MCP Server

Enables AI tools to analyze Java dependencies by scanning Maven projects, decompiling JAR files, and extracting detailed class information including methods, fields, and inheritance relationships. Solves the problem of AI hallucinations when generating code that calls external dependencies by providing accurate class structures through decompilation.

Facebook Ads Library MCP

A powerful MCP server for Facebook Ads Library that provides 15+ tools for competitive intelligence, creative analysis, and performance prediction, enabling users to search, monitor, and analyze advertising data.

Abstract MCP

A smart proxy server that prevents context window bloat by caching large tool responses to local files and returning compact resource links. It supports format conversion and data uploads, allowing LLMs to handle massive datasets without consuming excessive tokens.

nasa-ads-mcp

MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper retrieval, citation tracking, metrics, and interactive literature review prompts.

Parcel MCP Server

Enables delivery tracking through the Parcel API, including listing and fetching deliveries, searching carriers, and adding new deliveries with optional write protection and multiple credential methods.

MCP MediaCrea

Enables image generation, editing, and blending using Gemini 2.5 Flash capabilities, plus text generation for AI-powered creative workflows through MCP tools.

agent-tenant-user-mcp

MCP server for the MSPbots Agent Platform tenant/user API, allowing an Agent to list all platform tenants via a single tool.

mcp-arcgis-neworleans

Provides access to City of New Orleans open geospatial data (ArcGIS) including parcels, zoning, public safety, and city services. Enables searching datasets, querying layers, and retrieving schema information.

paybond-mcp

Tenant-bound MCP server for agent spend authorization, policy guardrails, evidence, escrow settlement, and portable receipts. Works with Cursor and Claude Code via stdio; npm (@paybond/kit) and Python (paybond-kit).

Myrcael

A TypeScript framework for building MCP servers with features for client sessions, authentication, image/audio content, and typed server events.

MCP GitHub Reader

将 GitHub 仓库引入上下文，使用这个 MCP 服务器。

task-relay-discovery-mcp

Enables agents to discover and retrieve contract details for Task Relay F1-F5 paid x402 machine jobs, but does not execute work or handle payments.

Todoist MCP Server (Python)

镜子 (jìng zi)

sumo-logic-mcp

MCP server for Sumo Logic — 37 tools for searching logs, managing monitors, alerts, dashboards, collectors, and metrics. Zero hardcoded org-specific values.