发现优秀的 MCP 服务器

figjam-context-mcp

Exposes tools to ingest FigJam boards, retrieve context summaries, and answer free-form questions about the board content.

MySQL MCP Server

一个与 MySQL 数据库集成的 MCP 服务器，通过 LLM 驱动的接口实现安全的读写操作，并支持事务处理和性能监控。

excel-tools-mcp

MCP server for reading and inspecting local Excel files (.xlsx, .xlsm, .xls, .xlsb, .ods) with tools for inspecting metadata, reading ranges, and profiling structure.

Bun MCP Starter

A modern MCP server template built with Bun and TypeScript, supporting stdio and HTTP transports for easy integration with AI assistants like Claude.

code-search

Semantic + lexical code search as an MCP server. Agents query in natural language and get back ranked file:line ranges to read precisely.

AceternityUI_MCP_Server

Provides access to Aceternity UI component library documentation, enabling AI assistants to browse, search, and retrieve detailed information about components.

PostgreSQL MCP Server

Enables secure, AI-driven PostgreSQL database administration, observability, and querying with support for extensions like PostGIS and pgvector, connection pooling, and advanced tool filtering.

ctools

工具的 MCP 服务器

Noor MCP Code Assistant

Bridges Claude Desktop with a local RAG-powered code agent API, enabling context-aware codebase queries and conversation continuity.

Talk to Figma MCP

An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.

ralph-loop-mcp

A cross-platform MCP server implementing the Ralph Loop iterative development technique where a worker model does the work and a reviewer model provides cross-model review until approval.

AbletonMCP

Connects Claude AI to Ableton Live via the Model Context Protocol, enabling prompt-assisted music production, track and clip manipulation, and session control.

Multi Cluster Kubernetes MCP Server

Enables managing multiple Kubernetes clusters simultaneously with over 60 tools for cluster operations, resource management, monitoring, RBAC, storage, networking, and more through AI assistants.

agent-usage

Exposes rate-limit and usage data for AI coding agent CLIs as MCP tools, enabling querying of usage snapshots and reset times.

ppt

ppt

Agent 365 Email Draft Proxy

Enables Claude Code to search, retrieve, and draft email replies using real Microsoft 365 inbox context, with executive-style profiles and one-click publishing.

Planning Center MCP Server

A FastMCP server that provides tools for querying and filtering people data from Planning Center People API, enabling access to member information, background checks, roles, and other demographic data.

ffmpeg-mcp

Provides video and audio manipulation tools powered by FFmpeg, enabling AI assistants to perform media operations such as cutting, converting, and removing silence.

N8n Mcp Server Rust

一个可以使用 n8n 的 MCP 服务器。 (Yī gè kěyǐ shǐyòng n8n de MCP fúwùqì.) This translates to: "An MCP server that can use n8n."

Marketing Events MCP Server

This MCP Server enables users to interact with HubSpot's marketing events API, allowing management of marketing event data through natural language commands.

ax-mcp

MCP server for remote web scraping, providing a scrape_web tool that fetches pages and extracts content as markdown or JSON, supporting CSS selectors.

Salaah MCP

A service for calculating Islamic prayer times, Qiblah direction, and moon visibility using the islamic_times library.

mimir

Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP server that stores cross-session facts so agents remember what they learned last week. Zero network calls, no API keys, just SQLite + FTS5 running alongside your workspace.

statfin-fi

Enables querying Statistics Finland's public statistical database using PxWeb API. Supports retrieving table metadata and pulling data with PxWeb query objects.

Todoist AI MCP Server

MCP server that enables AI agents to access and modify Todoist tasks, such as finding tasks by date and adding tasks, via natural language.

data-iledefrance

Enables searching and querying Île-de-France open data datasets (transport, environment, economy, etc.) via natural language or direct tool calls.

MCP Toolbox

Provides a versatile set of utility tools for LLMs, including text processing, web fetching, and search capabilities, all accessible via MCP.

gpt-dsh-bridge

MCP server bridging ChatGPT to DeepSeek Harness, exposing 13 tools for task submission, status tracking, result retrieval, project/session management, and human-in-the-loop approvals.

MCP-DOC-MID

Enables LLMs to dereference and query OpenAPI/Swagger specifications, search endpoints and schemas, validate payloads, extract security schemes, and generate production-ready integration code in multiple languages.

harvestapi-mcp

MCP server providing read-only access to LinkedIn data (profiles, companies, posts, jobs, leads, ads, groups, and account info) via the HarvestAPI, exposing 25 tools over stdio.