发现优秀的 MCP 服务器

weather-mcp

Enables querying current weather, 7-day forecast, UV index, and air quality for any city using the free Open-Meteo API, without requiring an API key.

CodeMind

Enables GitHub Copilot to understand and navigate your codebase with 20 tools for search, context, dependencies, and safety checks across projects.

@alex-apps/ng-token-saver

An MCP server that gives AI agents Angular template awareness via compiler-backed tools, providing component contracts, diagnostics, and version-specific facts while saving tokens by returning concise JSON instead of entire source files.

Foggy Data MCP Bridge

A semantic layer query engine with MCP support, enabling AI assistants to query structured data through natural language and declarative interfaces.

recover-api

Provides a deterministic failure-decision API for MCP clients, returning one of six actions (RETRY_NOW, WAIT, REPAIR_REQUEST, VERIFY_FIRST, ESCALATE, ABORT) based on failure context to guide safe next steps.

codex-memory-intelligence

A local-first MCP server that gives AI coding agents durable project memory, dependency graphs, and impact analysis to answer team knowledge and cross-file change questions before editing.

@ledgerproof/mcp-server

Let any MCP client issue and verify EU AI Act Article 50 transparency receipts for AI-generated content, anchored to Bitcoin.

drand-mcp-server

Enables AI applications to fetch verifiable randomness from the drand network, supporting latest, time-based, and round-based beacon retrieval.

Gemini Image MCP Server

Enables image generation and prompt enhancement within Claude.ai by leveraging Google Gemini models. It allows users to create visual content in various styles like photorealistic and 3D render directly through natural language.

Android CLI Agent Gate MCP

Remote MCP server for Android CLI agent build gate that enables checking builds, suggesting fixes, explaining permission blockers, issuing receipts, and exporting logs.

MCP Safari Server

Enables programmatic control of Safari browser on macOS for web automation, testing, and debugging via the Model Context Protocol.

dsh-trio

Turns DeepSeek Harness into an MCP server with tools for session management, agent execution, resources, and OAuth, plus browser automation and GitHub/GitLab integration.

PDF Content Search MCP

MCP bridge for PDF Content Search — full-text PDF search with Apple Vision OCR across thousands of documents in under a second from Claude, Cursor, or any MCP client. Advanced filters (date, category, sender, amount), wildcards, boolean operators. Bridge open-source (MIT), PDF Content Search app is commercial with free iOS+Android companion scanner apps.

aeo-mcp

An MCP server that gives AI agents tools to inspect a website's visibility to AI answer engines, including crawler permissions, llms.txt, structured data, on-page signals, and a full 29-check AI-readiness audit.

Warteg Online MCP Server

Enables AI assistants to manage Warteg Online meal delivery subscriptions through natural language, including viewing schedules, skipping deliveries, rescheduling meals, updating addresses, and managing dietary restrictions.

OmniWire-MCP

Enables AI models to fetch and aggregate news from RSS, Atom, JSON, and HTML feeds with fault-tolerant circuit breaker protection.

impact-preview

MCP server that provides impact preview and approval workflow for AI agent actions, allowing users to see diffs and risk assessments before any changes are executed.

Search-Movie

An intelligent movie and TV series resource search tool based on Model Context Protocol (MCP), supporting multi-source search and link verification.

Databricks Jobs MCP Server

Enables management and monitoring of Databricks jobs, including listing, running, and canceling jobs, through the Model Context Protocol.

Portal da Transparência: Servidor Público

MCP server for querying Brazil's public transparency portal, providing read-only access to government spending and public data.

bach-jsearch

MCP server for accessing Jsearch API to search jobs, get job details, and retrieve salary estimates.

BiliMind-MCP

An MCP server that generates structured notes from Bilibili videos by automatically downloading audio, transcribing with Whisper, and processing through LLM.

Remote MCP Server

Enables deployment of MCP servers on Cloudflare Workers without authentication, allowing users to create custom tools and connect them to AI clients like Claude Desktop or Cloudflare AI Playground. Provides a template for building remote MCP servers that can be accessed via HTTP endpoints.

1C MCP Server

Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases, enabling metadata retrieval, configuration analysis, and code generation through natural language using the MCP protocol.

api-to-mcp-gateway

Automatically converts OpenAPI/Swagger documents into MCP servers, enabling AI agents to call third-party REST APIs via the MCP protocol.

Awesome DevOps MCP Servers

在 DevOps 领域中的 MCPServers。

DarkLens MCP Server

Enables AI agents to detect, classify, explain, and ethically redesign dark patterns in websites and UI flows.

gmail-send

Enables AI agents to send emails via Gmail using App Password authentication with Markdown content support.

mcp-gtv

MCP server for controlling Google TV devices via natural language. Enables key presses, text input, and app launching on paired devices.

Orphograph

Enables AI agents and MCP hosts to anchor file hashes to Bitcoin via OpenTimestamps and verify proofs, ensuring files existed before a given time with privacy-preserving local hashing.