发现优秀的 MCP 服务器

tenderapi-mcp

Exposes French and EU public procurement data (BOAMP + TED) as MCP tools for AI agents, enabling search for tenders, awards, and winner intelligence via typed filters.

TradesPro

TradesPro is an open source MCP server that gives AI assistants structured knowledge of the skilled trades: electrical (NEC 2023), plumbing (UPC 2024), and HVAC (IRC Mechanical).

Code Index MCP

Intelligent code indexing and analysis for Large Language Models, enabling advanced search, file analysis, and real-time monitoring of codebases.

singular-mcp-server

Enables AI agents to read, control, and orchestrate Singular.live live broadcast graphics compositions, including filling control nodes, animating sub-compositions, and running a newsroom rundown-to-graphics workflow.

Sefaria Jewish Library MCP Server

镜子 (jìng zi)

SAP AI Assistant MCP Gateway

Enables natural-language interaction with SAP BTP destinations and OData services through MCP tools, allowing users to discover and query OData endpoints and get AI-generated answers.

INMETRO Instrumentos: Veículos Tanque

Enables querying official INMETRO tanker vehicle (veículos tanque) data through a hosted MCP HTTP endpoint. Provides one read-only tool, inmetro_instrumentos_vc_tanque_consultar, for real-time consultation with robust documentation and client support.

Aegis MCP Server

Simulated core-banking resilience and high-frequency continuity shield demonstration using Multi-Agent System with anomaly detection and remediation patterns.

gmail-mcp-server

A comprehensive MCP server for Gmail, providing 17 tools to read, send, search, and manage emails with OAuth2 authentication, including attachment handling and privacy features.

OpenAI Ads MCP

Enables management of OpenAI Ads campaigns, ad groups, ads, and insights through MCP, with approval-gated live mutations for safe write operations.

Pistachio MCP Server

A remote MCP server built with Node.js and TypeScript that enables tool calls and prompt templates via streamable HTTP transport. It includes example implementations for a calculator and localized greetings, featuring built-in CORS support for web-based clients.

social-trends-mcp-server

Provides AI agents with access to trending topics from Reddit and HackerNews using free public APIs without authentication.

hwp-metadata-mcp

Enables extraction of metadata from HWP and HWPX files (Korean word processor formats) without requiring HWP installation. Supports document info, statistics, security, and font details.

notion-mcp-wrapper

Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback to direct REST API, enabling reliable Notion page operations from headless environments.

gmail-mcp

Enables connecting Gmail to MCP clients, allowing search, read, send, reply-all, forward, attachments, drafts, labels, and thread management across multiple Google accounts at once via a self-hosted Cloudflare Worker.

agent-sandbox

Enables AI coding agents to run Kubernetes inspection and Terraform plan/apply operations inside ephemeral gVisor-sandboxed jobs with short-lived, narrowly-scoped credentials, while routing destructive changes through a human approval gate.

agent-memory-mcp

Enables persistent, graph-based memory for AI agents, allowing them to store, traverse, and recall relationships between facts, decisions, and context across sessions for efficient reasoning and reduced token usage.

Nemo

An MCP server that enables users to transform AI conversations into a structured, searchable knowledge base by saving ideas, code snippets, bookmarks, and reminders. It supports persistent storage through Supabase or PostgreSQL and includes webhook integrations for automating workflows with external tools.

MCP Reddit Server

Enables AI assistants to interact with Reddit by searching subreddits, retrieving hot posts, and fetching detailed post information with comments through the Reddit API.

imagen-mcp

Enables intelligent multi-provider image generation through OpenAI and Google Gemini APIs with automatic provider selection, support for reference images, real-time data grounding, and conversational refinement.

Minecraft RCON MCP Server

一个微型的 Minecraft MCP 服务器，使用 RCON 接口。

kontexta

A local-first MCP server that gives AI coding agents persistent memory and controlled commands. Features a git-backed markdown knowledge vault with FTS5 search, surgical section edits, token-aware context budgeting, and a sandboxed command engine with human approval gates. Works with Claude Code, Cursor, Copilot, Gemini, and more.

lore

Semantic search across Claude Code conversations. Hybrid vector + keyword search, fully local, background indexing.

NameCatcher

Name intelligence for TON: score any Telegram username (0–100, validated on 111k+ Fragment sales), catch mints, track the market — plus free API for AI agents.

pipeflow-mcp

PiPeFlow passively tracks AI agent workflow states using a finite state machine, providing tools for declaring, advancing, and auditing pipelines with annotations and reports.

Mensa TUD MCP Server

An MCP server for accessing the TU Dresden canteen API. It provides tools to query canteen information, available days, and daily meal menus.

Unitree Go2 MCP Server

Enables LLM agents to control and monitor a Unitree Go2 robot through MCP tools, including live telemetry, navigation, camera feeds, and waypoint missions.

simulink-mcp

Give AI agents structured access to Simulink models via the MATLAB Engine for Python, enabling model lifecycle management, parameter queries, diagnostics, and more.

ship-it-mcp

Enables to interact with GitHub repositories directly from Claude, supporting actions like viewing repos, checking status, committing and pushing changes, and managing pull requests.

@voteship/mcp-server

Enables AI agents to interact with VoteShip feature requests, voting boards, roadmaps, and changelogs, including public board access without credentials and authenticated project administration with a project secret.