发现优秀的 MCP 服务器

MCP Server Template (Python)

A minimal, well-structured starter template for building Model Context Protocol (MCP) servers using Python and the FastMCP framework. It includes boilerplate for tools, testing setup, and modern Python packaging to accelerate server development.

RLM MCP Server

Enables the analysis of massive datasets by storing data in external variables via a sandboxed Python REPL instead of the model's context window. This allows users to process files larger than 100MB without polluting the context or hitting token limits.

graphql-mcp

MCP server that exposes GraphQL operations as typed tools for AI models, with schema exploration, validation, execution, hot reload, OAuth, prompts, MCP Apps widgets, and OpenTelemetry support.

FedRAMP Docs MCP Server

Enables querying and analysis of FedRAMP documentation, compliance requirements, and security controls through structured tools that search markdown guidance, analyze FRMR datasets, and track regulatory changes.

Supabase MCP Server

镜子 (jìng zi)

vtimestamp-mcp

Enables AI agents to verify document timestamps and list all recorded proofs on the Verus blockchain using a VerusID. It queries public Verus RPC endpoints to facilitate hash verification without requiring API keys or authentication.

twilio-mcp

An MCP server that connects Twilio to MCP clients, enabling natural language control of SMS, MMS, WhatsApp messaging, voice calls, and phone number management.

shingou

Hourly news sentiment and typed market events (hack, regulation, listing, delisting, legal) for 30 crypto pairs, with source links on every signal. Four tools cover the latest score per symbol, history, classified events and the symbol list, and a free API key works out of the box

URL Reputation and Validity Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

IndiaMART MCP Server

Enables managing IndiaMART buyer leads through natural language, including fetching, searching, analyzing, and updating lead pipeline stages.

Web Search MCP Server

无需 API 密钥，即可使用 Google 搜索结果进行免费网络搜索，并返回包含标题、URL 和描述的结构化结果。

MCP Workspace Server

Provides secure, sandboxed file system access for AI assistants to read, write, and manage project files with controlled command execution capabilities, all confined to a designated workspace directory.

office-document-mcp-server

Provides tools to extract, convert, and generate Microsoft Office documents (Word, Excel, PowerPoint) via the Model Context Protocol, with support for reading, editing, and auditing document content.

JIRA MCP Server

Enables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.

mcp-gunbroker

Enables AI agents to access the GunBroker firearms-marketplace API through natural language queries or direct tool calls, leveraging the Pipeworx MCP gateway.

ucco-mcp

Enables querying live, structured, authoritative data about the UCCO standard and foundation via MCP, including standard info, pioneer stats, board members, and protocol stack.

Tilde x402 MCP Server

Enables AI agents to discover and pay for x402-enabled services using natural language, with multi-chain support for Solana and EVM payments.

@weiseer/api-changelog-mcp

Tracks latest versions and breaking changes for popular SDKs, enabling agents to check version updates and potential breaking changes efficiently.

image-forge-mcp

An MCP server for AI-powered image processing (generate, edit, vary, analyze) supporting OpenAI, Gemini, Ideogram, and custom relay endpoints.

Q-SYS MCP Server

Enables control and monitoring of Q-SYS audio/video systems through WebSocket connection. Provides tools for discovering components, reading/setting control values, and managing system status with built-in protection for critical controls.

opencode-jira-mcp

MCP server that connects opencode with Jira Cloud, exposing issue tracking, project management, and agile features as structured tools for AI agents.

jsonplaceholder-mcp

An MCP server that provides tools to interact with the JSONPlaceholder fake REST API for testing and prototyping, supporting CRUD operations on posts, comments, todos, and users.

ts-mcp-meta

Aggregates tools from multiple MCP servers, generates TypeScript definitions, and executes custom TypeScript scripts to orchestrate cross-server tool calls.

SEFAZ DF: NFC-e MCP Server

A hosted MCP server that provides a single read-only tool for consulting official NFC-e fiscal document querying of Brazilian tax document issuance of the official tax document of the official tax official of the official source of the official official official of the official official official tax data from the official SEFAZ DF, enabling users to query NFC-e tax documents through natural language in any MCP-compatible client.

Discord MCP

Enables AI assistants to interact with Discord servers, including listing servers/channels, sending messages, and managing reaction-based opt-in campaigns.

ask-cooter

MCP server that turns any scanned or digital PDF into a private knowledge expert, letting you ask questions and get cited answers with page-level sources. Provides tools for semantic search, page retrieval, torque spec lookup, and section navigation.

HubSpot Email MCP Server

Enables management of HubSpot marketing emails from Claude Desktop, including listing, viewing, creating drafts, and updating emails through the HubSpot Marketing Email API.

gateonai-mcp-server

Search 2,756+ verified AI tools, generate step-by-step AI workflows, compare tools head-to-head, and find GDPR-compliant or EU-hosted AI solutions — powered by GateOnAI, Europe's AI Workflow Intelligence Platform.

Flint Note

An agent-first note-taking system that provides AI-guided creation and organization of structured markdown notes with customizable note types, multi-vault support, and intelligent metadata schemas. Enables natural conversation-based knowledge management with local file storage and cross-vault operations.

sapphire-wellness-mcp

Exposes health metrics from the Sapphire Wellness App to AI assistants via Model Context Protocol tools, enabling queries for activity, blood pressure, glucose, heart rate, sleep, and SpO2.