发现优秀的 MCP 服务器

Dice Roller MCP Server

Enables dice rolling mechanics for tabletop RPGs including standard dice notation, coin flips, advantage/disadvantage rolls, exploding dice, and maintains a history of recent rolls. Supports D\&D 5e mechanics and various gaming dice types (d4, d6, d8, d10, d12, d20, d100).

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.

com.linebreakapp/linebreak-gate

Enables coding agents to access approved user stories and acceptance criteria via MCP, with tools to list, retrieve, update, and check story requirements against the working tree.

pubmed-search

Enables searching PubMed using natural language questions by translating queries to PubMed syntax and returning semantically relevant results. It also supports related articles, citation chains, and bibliography export via MCP tools.

gatefareio/mcp-server

Marketplace MCP for paid HTTP APIs. Pay per call in USDC on Base via the open x402 standard — non-custodial. 13 tools for discovery, buying, and publishing APIs.

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.

Jira Context MCP Server

Integrates Jira with Cursor IDE for AI-powered issue management, sprint tracking, library vulnerability analysis, and MySQL database queries through natural language.

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.

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.

aws-security-mcp

A Model Context Protocol (MCP) server that enables AI assistants to perform comprehensive AWS security analysis through natural language queries, bridging AI with AWS security services.

DeepL MCP Server

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

salesbuildr-mcp

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

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.

mcp-airq

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

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.

Folder Restructure MCP Server

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

WujieAI MCP Server

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

mevzuat-mcp

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

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.

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.

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.

Juhe News MCP Server

镜子 (jìng zi)

iota-mcp

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

OlaOla Supplement MCP

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

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.

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.