发现优秀的 MCP 服务器

Gemini MCP

Remote MCP server that exposes Google Gemini's text, image, video (Veo), and audio transcription capabilities as tools any MCP client can call directly.

MCP Server for Notion

Enables AI agents to search, create, and manage Notion pages and databases through the Model Context Protocol. It features file-based operations and response extraction to optimize token usage and context efficiency.

Travel MCP Server

An MCP server for searching flights, hotels, weather, and tourist attractions.

Synthitect Protocol

An MCP server that implements the Contract-First Agentic Workflow (CFAW) methodology for AI-assisted software engineering, using a Mixture-of-Agents architecture with six tools to enforce contract-first development and maintain architectural integrity across coding sessions.

Zotero Chunk RAG

Enables passage-level semantic search over a Zotero library by extracting, chunking, and embedding PDF text using Gemini and ChromaDB. It provides MCP tools to perform topical searches and retrieve specific document passages with surrounding context.

MCP-Email-Verify

一个轻量级的模型上下文协议 (MCP) 服务器，使你的 LLM 能够验证电子邮件地址。 该工具使用 AbstractAPI 电子邮件验证 API 检查电子邮件格式、域名有效性和可送达性。 非常适合将电子邮件验证集成到像 Claude Desktop 这样的 AI 应用程序中。

cockpit-mcp

A read-only MCP server for Cockpit CMS that lets AI agents explore content models, fields, and items via tools, without mutating data.

mcp-liveops

An MCP server that enables Claude to retrieve real-time cryptocurrency market data from CoinGecko and answer price queries with live, grounded responses.

deepsee

MCP server that gives text-only LLMs like DeepSeek vision capabilities by converting images to text via vision APIs, enabling image description, OCR, and generation in MCP clients.

trading212-mcp

Enables AI assistants to read a Trading 212 portfolio (balances, positions, orders, history) and place trades via the public API, supporting both demo and live environments.

mcp-open-sanctions

Enables querying global sanctions and politically exposed persons (PEP) data via OpenSanctions, with free access and no authentication required.

psu-mcp

MCP server for programmable bench power supply control, enabling autonomous bootloader-entry probing via precise power cycling and telemetry.

metalevel/snapix-mcp-server

MCP server for image optimization, conversion, AI generation, and gallery management via SnapiX API.

protonmail-mcp

MCP server that gives AI coding agents access to ProtonMail via Proton Bridge, enabling secure search, read, draft, and send of emails while keeping decrypted mail local.

sportsdata-mcp

An MCP server that exposes sports-data APIs from multiple providers (AFL, Sportsbet, Entain, NRL) as interchangeable tools, enabling cross-provider odds and stats comparison.

Modular RAG MCP Server

Converts unstructured documents into a searchable knowledge base and exposes retrieval tools via MCP protocol for AI agents to query.

file_utils MCP

An MCP server for reading and editing large text files using content-addressed anchors that survive line shifts, providing tools like read_file_range, edit_file_range, insert_at, prepend_to_file, and append_to_file.

Demo MCP Server

A demonstration server designed to showcase core Model Context Protocol (MCP) primitives including tools, resources, and prompts for presentations. It provides functional examples like text analysis and financial calculations to illustrate how AI models interact with external functions and data.

WinBridgeAgent

An open-source MCP server for Windows that provides traceable system operations (file, screenshot, clipboard, process, power management) to AI assistants via HTTP/SSE.

Mattermost Workflows for Codex

A local-first Codex plugin that bundles an MCP server to safely interact with Mattermost, enabling channel/thread summarization, conversation search, and reviewed post publishing via the Mattermost REST API.

Strava MCP Broker

An HTTP broker that exposes Strava data and operations (activities, routes, segments, etc.) as MCP tools, allowing users to interact with their own Strava account via natural language using per-user OAuth2 authentication.

anchor-x402-mcp

9-tool MCP server for the anchor-x402 commodity services: dual-chain hash anchoring (Base + Solana), OFAC sanctions screening, signed decision attestation, mainnet tx decode, ENS/SNS name resolution, USD spot price, EVM calldata decode, datetime parser, and bundled wallet intelligence. Agents pay $0.001–$0.010 USDC per call directly from a Base wallet via x402 — no API keys, no accounts.

test-rail-mcp

Lightweight MCP server bridging Cursor to TestRail, exposing get_case_by_id tool to fetch TestRail cases.

@bunbrowser/mcp

Ultra-fast, zero-download MCP server for browser automation powered by Bun.WebView. Provides 24 tools for navigation, interaction, screenshots, performance audits, and more, as a drop-in replacement for @playwright/mcp.

AI Data Marketplace

x402-paywalled data marketplace for AI agents with 10 endpoints: B2B leads, crypto candles, government contracts, foreclosures, GitHub developer emails, flight data, crypto signals, gig leads, and market research. Multi-chain USDC payments on Base, Arbitrum, and Solana. MCP tools for autonomous agent discovery and purchasing.

calculator-investment

Enables basic math, investment analysis (ROI, average cost, portfolio value), and loan calculations (monthly payment, total cost, early payment savings) through natural language.

commerce-operations-mcp

Helps a commerce operations analyst investigate stuck synthetic orders, diagnose blockers from stored facts, and create auditable human-review escalations without changing fulfillment state.

Oracle-42 DarkIntel MCP

Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectorized data points from IronClaw pipeline.

dbt-mcp

An MCP server that exposes a dbt project's run state as tools, enabling AI assistants to answer questions like 'is the warehouse healthy?' or 'what broke and why?' via plain English, using read-only access to dbt artifacts and warehouse data.

Release Notes Coverage Checker

Checks whether release notes cover the feature changes, fixes, and known issues provided by the user.