Discover Awesome MCP Servers

Binalyze AIR MCP Server

一个实现了模型上下文协议 (MCP) 的 Node.js 服务器，它支持使用自然语言与 Binalyze AIR 的数字取证和事件响应功能进行交互。

Deep Research MCP Server

Provides semantic search and document retrieval via OpenAI Vector Store API, extending ChatGPT Deep Research with custom knowledge and tools.

miniprogram-automator-mcp

Enables AI agents to automate WeChat mini-programs via launch or connect modes, providing a stable interaction tree for observation and operation.

MyCourseVille MCP

Enables AI to read MyCourseVille data locally, including assignments, deadlines, grades, announcements, and course materials.

khwan-mcp

Enables persistent, distilled memory for AI assistants, allowing recall and storage of durable facts across sessions and subagents via MCP.

arcgis-mcp

Enables querying and metadata retrieval from ArcGIS REST services, allowing users to interact with geospatial data layers through natural language.

RCE CHO SPARQL MCP Server

Enables LLMs to query the RCE Cultural Heritage SPARQL endpoint using ontology context, query validation, and predefined tools.

Eddie MCP Server

Containerized MCP server with 15 geospatial data tools exposed via HTTP API for Intercom integration.

Hacker News MCP Server

A read-only MCP server that enables browsing stories, reading comments, searching posts, and viewing user profiles on Hacker News.

DER BA: Nada Consta

MCP server for querying DER BA's official 'Nada Consta' records, read-only and pay-per-use, compatible with any MCP client.

remem-mcp

Local memory MCP server that survives context compaction, learns from errors, injects fixes before the next attempt, and syncs to your git repo so your whole team shares it.

mcp-google-sheets

A Python-based MCP server that acts as a bridge between MCP-compatible clients and the Google Sheets API, enabling AI-driven automation and data manipulation workflows.

Portfolio MCP

Enables AI assistants to query a person's CV and portfolio content via MCP tools and resources, returning grounded answers from local markdown data instead of relying on resume parsing.

Universal Clipboard MCP

Enables seamless content conversion between multiple formats including Markdown, HTML, and DOCX directly within development environments.

lexos-compliance-mcp

A compliance tracking and document drafting MCP server for the LexOS platform, providing tools for client management, deadline tracking, Google Calendar sync, client-facing status and chase policies, and AI-powered document drafting.

Tamagotchi MCP Server

實作簡易的 Tamagotchi MCP Server，模擬電子雞遊戲

MCP WhatsApp

Enables sending messages, images, documents and more on WhatsApp directly from any MCP-compatible AI, with tools for chat management, groups, and webhooks.

sfinance-mcp-server

Provides access to Indian stock market data via screener.in, enabling stock analysis, document access, screening, and more through MCP.

AetherEdge

Exposes a deterministic IoT edge runtime — Modbus/CAN/J1939 acquisition, local rules, alarms, and history — to AI assistants as typed, governed MCP tools. Reads are safe by default; device control stays deny-by-default, explicitly confirmed, and audited.

git-commit-aider MCP Server

Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.

fh5-mcp

MCP server that provides Forza Horizon 5 telemetry tools (session listing, summaries, telemetry windows, tuning recommendations) to AI assistants, enabling natural language queries about driving sessions.

DevGear MCP Server

Provides development tools integration for GitHub, Docker, and Vercel operations through MCP. Enables users to manage repositories, containers, and deployments using natural language commands.

mcp-vision-server

Enables image analysis, OCR, and text-to-image generation through OpenAI-compatible APIs. Supports local paths, URLs, or base64 images with configurable models and backup endpoints.

codegraph

Indexes a codebase into a live symbol graph and serves it via MCP to AI coding tools for context-aware code queries.

pathmark

Local-first memory for MCP clients. It provides shared durable memory without requiring hosted accounts, vector databases, or API keys, and works with Codex, Claude Code, Cursor, and other MCP clients.

Gmail MCP Server

Enables reading the last 10 emails from your Gmail inbox via an MCP tool.

MCP Server Starter

一个生产就绪的模板，用于在 TypeScript 中构建模型上下文协议服务器，使用 Bun 提供快速开发，Biome 进行代码检查，并实现自动化版本管理。

FHIR MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for FHIR (beta): https://www.cdata.com/download/download.aspx?sku=KIZK-V&type=beta

Microsoft SQL Server MCP Server

Enables AI assistants to connect and query Microsoft SQL Server databases using natural language, executing read-only SQL queries for safe data inspection and analysis.

mcp-google-calendar

A minimal MCP server for Google Calendar using OAuth 2.0, enabling calendar management, event CRUD, sharing, and push notifications via natural language.