发现优秀的 MCP 服务器

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.

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.

Modular RAG MCP Server

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

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.

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.

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.

GSC MCP Server

Enables interaction with Google Search Console to query search analytics, inspect URL indexing status, and manage sitemaps. It allows users to monitor SEO performance and site health through natural language commands in MCP-compatible clients.

Release Notes Coverage Checker

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

git-mcp

Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allowing each end user to interact with GitHub as themselves.

mcp-arango-mind

Turns ArangoDB into a schema-driven MCP server for agents, enabling search-describe-exec workflows for database, graph, and knowledge operations without oversizing the tool list.

TypeScript MCP Server Boilerplate

A boilerplate for building MCP servers using TypeScript, with example tools like calculator and greet, plus resource support.

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.

MCP Parse Server

Enables interaction with Parse Server through the Model Context Protocol, providing CRUD operations, schema management, role-based security, and cloud function execution.

c2pa-mcp

Verifies C2PA Content Credentials for local files or URLs and returns an LLM-ready verdict on trust, AI generation, and provenance.

Oracle-42 DarkIntel MCP

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

Google Workspace MCP Server

This server integrates with Google Docs and Gmail, allowing agents to append content to documents and create draft emails via a lightweight REST API.

@yawlabs/electron-mcp

Provides 18 tools for Electron development, including secure IPC scaffolding, security audits, migration assistance, and build error diagnosis, enabling AI assistants to generate correct Electron code.

studio-state

A stateless MCP server for AI film and video production that tracks project state, shot status, and updates, enabling consistent characters and continuity across generative video tools.

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.

HelloFresh MCP Server

Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus, selecting recipes, and modifying delivery schedules. It supports updating dietary preferences, managing subscriptions, and rating past orders through Playwright-based browser automation.

zh-education-mcp

MCP server for education statistics of the Canton and City of Zurich (BISTA), providing tools to query pupil numbers, school district trends, secondary school profiles, nationality breakdowns, and gymnasium graduation rates.

jira-worklog-mcp

Enables logging time entries to Jira Cloud issues, including adding worklogs, listing existing entries, and verifying credentials.

anova-oven-mcp

Enables controlling an Anova Precision Oven through MCP, including reading temperatures, starting and managing cooks, and capturing camera frames.

codeintel

MCP server that provides code intelligence by indexing configured repositories, extracting deterministic facts, and enabling graph queries, drift checks, and maps via Kuzu-backed MCP tools.

Hostinger API MCP Server

Enables management of Hostinger services, allowing users to deploy WordPress sites, themes, and plugins, as well as manage JavaScript and static website deployments. It also provides tools for retrieving billing catalog items and monitoring application deployment logs.

ossicle

MCP server that transcribes local media files and URLs via Deepgram, writing Markdown transcripts to disk with strict per-job cost ceilings and caching. It also provides a CLI and optional transcript formatting through a language model.

codinfy-agent-monitor

Provides real-time monitoring of AI agents, context, usage limits, workflows, files, Git, tests, builds, errors, secrets, and model-economy advice for tools like Claude Code, Codex, and Cursor, with 30 MCP tools for comprehensive observability.

ebill-mcp

Read-only MCP server for the Swiss eBill portal, enabling users to list bills and download invoice PDFs via an authenticated browser session. It cannot approve, release, or pay anything.

42Crunch MCP Server

Enables AI assistants to interact with the 42Crunch API security platform to search collections, retrieve API definitions, and access security assessments for OpenAPI specifications.

margins-mcp

Enables Claude to read and propose updates to your Obsidian vault using your Claude subscription, keeping files local.