发现优秀的 MCP 服务器

imf-mcp-server

Query IMF SDMX 3.0 macroeconomic data — hundreds of dataflows across 190 countries, including WEO projections, BOP, CPI, exchange rates, and national accounts — via MCP tools and resources.

mcp-airq

MCP server for air-Q air quality sensors, enabling querying and configuring devices on the local network.

Folder Restructure MCP Server

Analyzes file access times, duplicates, and sizes to identify rarely used files and suggest cleanup for folder restructuring.

remote-mcp-server

This is an MCP server deployed on Cloudflare Workers with OAuth authentication, enabling remote MCP clients to connect and use tools.

da-mcp

Cross-platform desktop automation MCP server that lets AI agents capture screenshots, run OCR with UI-element classification, control mouse/keyboard, and launch programs on Linux, macOS, and Windows.

WujieAI MCP Server

Enables AI image generation via MCP protocol, supporting dozens of models, customizable parameters, and multiple resolutions.

LaTeX MCP Server

A server that enables compilation of LaTeX documents to PDF and management of reusable templates and snippets through the Model Context Protocol.

GitHunt MCP

GitHunt MCP gives AI assistants access to developer talent-discovery engine. Search a pool of millions of GitHub developers by location, role, and skills; pull a single developer's ranked profile, or run deep analysis on a candidate. Results come back ranked by fit with transparent scoring, experience, commit activity, OSS contributions and the contact info, so an agent can build a shortlist.

mcp-server-blog

A demo MCP server illustrating production patterns including OAuth 2.0 token validation, workspace context management, Firestore integration, and Zod schema validation using TypeScript.

VTION E-Commerce MCP Server

Provides secure, read-only access to VTION e-commerce analytics data through MCP protocol. Enables AI agents to query PostgreSQL databases, discover schemas, and analyze product, order, and customer data with automatic query validation and parallel execution.

langchain-mcp-user-query-demo

A demonstrative MCP server that exposes a query-user tool for retrieving user info by ID, integrated with LangChain for agent-driven model reasoning and tool calls.

DeepL MCP Server

A Model Context Protocol server that enables AI assistants to translate and rephrase text between numerous languages using the DeepL API.

OlaOla Supplement MCP

Connects a model to OlaOla supplement store data for personalized supplement recommendations, order history, and cart planning.

salesbuildr-mcp

An MCP server for the Salesbuildr platform, providing tools to manage quotes, products, and sales operations through Salesbuildr's API.

core-agent-mcp

Remote execution layer for agentic systems exposing 64 production tools via MCP for file, network, system, text, git, crypto, and monitoring operations.

Membro

Membro is a local-first memory service for AI assistants, providing MCP tools to recall ranked memories, search history, save memory notes, and retrieve a profile summary. Everything is stored in a local SQLite file with per-fact provenance and a review queue.

mevzuat-mcp

Enables programmatic access to Turkish legislation from mevzuat.gov.tr, allowing search, full-text retrieval, and Boolean search within articles.

iota-mcp

Enables IOTA group lookup, island search, DXCC mapping, nearby groups, and programme statistics through any MCP-compatible AI assistant.

code-recall

Gives AI coding agents persistent memory by storing observations, decisions, and learnings in a local SQLite database with vector search, full-text search, and a rules engine.

xiaozhi-music-mcp

Provides music search, playback control, volume adjustment, and playlist management for Xiaozhi AI speakers via MCP.

mcp-mail

MCP server providing read and send access to a single IMAP/SMTP mailbox over Streamable HTTP with GitHub OAuth authentication, featuring recipient allowlists for security, email reading/searching/threading, attachments, drafts, folder management, and sending/reply tools.

SportWizzard MCP Server

Enables AI agents to query live sports betting data including odds, edges, arbitrage opportunities, player/team stats, and reference data using the SportWizzard API.

Juhe News MCP Server

镜子 (jìng zi)

memgrep

Enables AI agents to search and retrieve past chat transcripts from Cursor, Claude Code, and Kiro, providing a global, local memory for context-aware assistance.

RecruitData

Unified job search MCP server that aggregates live listings from multiple job boards with deduplication, enabling AI agents to find and filter jobs by keyword and location.

Minecraft Dedalus MCP

Enables AI agents to control Minecraft bots via natural language commands by bridging a Python MCP server with a Node.js Mineflayer bridge. It supports a wide range of in-game actions including complex pathfinding, resource gathering, crafting, and combat.

Jira AI Tool Server

A plugin-oriented Jira capability kernel for AI models, providing 24+ tools for Jira operations including issue search, comments, transitions, and project analysis via a dispatcher and HTTP service.

JobSpy MCP Server

MCP服务器，用于搜索多个招聘平台上的职位

Godot MCP

Enables AI agents to create, edit, and run Godot 4.5+ games by providing tools for project scaffolding, scene manipulation, and engine interaction. It supports full game development workflows including node editing, script attachment, and project execution with debugging capabilities.