发现优秀的 MCP 服务器

voice-mcp

An MCP server for AI voice synthesis with an inline audio player, allowing users to give their AI assistant a custom cloned voice using DashScope or ElevenLabs.

Mycelium

An on-call agent for data incidents, built on a bio-inspired context protocol. It triages data quality and freshness issues using DataHub, computing severity, blast radius, and ownership from the catalogue before generating prose.

flowindex

Enables AI coding agents to analyze codebase behavior through entrypoints, call paths, and tests, providing impact analysis and context packs for code changes.

Shade MCP

Shade MCP connects AI assistants to the creative assets in your Shade workspace. It can search and browse drives, inspect assets and transcripts, manage files and metadata, curate collections and views, add comments, create share links, work with custom objects, and manage automations.

bazi

Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data for personality analysis and destiny prediction.

intacct-docs

Enables AI assistants to search, browse, and generate example payloads from Sage Intacct REST API documentation using OpenAPI specs.

llm-wiki-mcp

Serves an LLM-maintained markdown wiki to agents over MCP, providing tools for querying and navigating wiki pages without direct filesystem access.

testmcpgithubdemo1

从 MCP 服务器演示创建。

@brycepelletier/github-app-mcp

Enables secure GitHub App authenticated Git operations and GitHub API workflows through MCP, using ephemeral containers and a private key broker to protect credentials.

Telegram MCP Server

MCP服务器向Telegram发送通知

Gavelin

Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.

SEFAZ MA: Certidão Negativa de Débitos

Consulta em fonte oficial a Certidão Negativa de Débitos da SEFAZ MA, com uma ferramenta somente leitura via MCP over HTTP.

NVIDIA NIM MCP Server

Enables local task execution using the user's NVIDIA NIM API quota, with tools to process file contents through LLMs, send chat prompts, and list available models.

agent-memory

A persistent, trust-scored project memory for AI coding agents, backed by PostgreSQL + pgvector, providing durable memory of architecture decisions, bug patterns, and coding conventions.

Outlook MCP

Enables AI agents to manage Microsoft Outlook emails through the Microsoft Graph API, supporting operations like listing, reading, sending, and moving emails.

lightrag-mcp

Bridges AI assistants with LightRAG's knowledge graph capabilities, enabling document management and multi-mode queries through the Model Context Protocol.

GeekyGramps-MCP

A shared memory gateway for AI coding agents using PostgreSQL, enabling collaborative context across agents.

StatusCraft

Live operational status for 2,400+ major software services — AWS, GitHub, Stripe, OpenAI, Cloudflare, and more — pulled from each provider's official status page and returned as a normalised up / degraded / down result for any service you ask about.

Alpacon MCP Server

Enables AI assistants to securely access and manage servers via Alpacon's zero-trust platform, allowing natural language command execution, file transfer, and monitoring without SSH keys or VPNs.

Everything MCP Server

A test MCP server that exercises all MCP protocol features, including prompts, tools, resources, and sampling, for client builders.

Tensorfire

MCP server for security-testing AI models, exposing garak vulnerability scanning and URL/MCP-endpoint scanning as callable tools. It lets agents probe LLM endpoints for jailbreaks, prompt injection, and data leakage, and classify URLs or screen remote MCP endpoints for prompt-injection payloads.

mcp-ecc

A comprehensive MCP server that aggregates email, calendar, and contacts across Google, Microsoft, Zoho, and IMAP/SMTP services, designed for headless environments with OAuth device flow support.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

mysql

A Model Context Protocol (MCP) server for interacting with MySQL databases. Provides tools for querying, inspecting, and modifying databases directly from Claude.

mock-mcp-server

A mock MCP server offering tools like weather, arithmetic, and time, demonstrating token separation between the Kuadrant gateway and backend.

PDF Reader MCP Server

Enables reading and extracting text content from PDF files, supporting both local file system access and remote PDF URLs with automatic encoding detection.

MandateGuard

Deterministic, auditable payment policy enforcement for AI agents. It provides pre-action authorization with scopes, budgets, allowlists, and signed mandates via an MCP server.

google-accounts-mcp

MCP server for multiple Google accounts, providing tools for Gmail, Drive, Calendar, Tasks, and Contacts with multi-account support and cross-MCP file handoff.

deribit-mcp

Connects to Deribit for real-time market data, portfolio management, trade execution, and risk analysis through natural language.