Discover Awesome MCP Servers

gwas-mcp

Provides AI-powered access to major biological databases for GWAS and bioinformatics research. Enables natural language queries for protein, gene, variant, pathway, and drug discovery analysis.

Ilograph

Provides access to up-to-date Ilograph documentation and syntax validation capabilities.

@lmdat/google-sheets-oauth-mcp

Enables local MCP server for reading, writing, creating Google Sheets and charts via OAuth, acting as the logged-in user without manual sharing.

CareSakhi MCP Server

Manages orders, products, stock, users, and EcoCoins for the CareSakhi Partner App via natural conversation with Claude Desktop.

INBIO MCP Server

Official MCP server for INBIO's URL shortener with click analytics and customizable QR codes. Enables link shortening, QR code generation, and link management with optional authentication for advanced features.

A2A MCP Server

Enables LLMs to communicate with Agent-to-Agent (A2A) protocol compliant agents, providing tools for sending messages, managing tasks, and retrieving agent information.

Greptile MCP Server

Greptile MCP 서버 - Greptile용 멀티 컨텍스트 프로토콜 서버

just-prs-mcp

MCP server for polygenic risk score analysis, wrapping just-prs to enable catalog search, PRS computation, VCF normalization, percentile and risk estimation, and quality assessment.

GeoServer MCP Server

A Model Context Protocol server that connects Large Language Models to the GeoServer REST API, enabling AI assistants to query and manipulate geospatial data through natural language.

Mailport

Connects multiple IMAP and SMTP mailboxes to MCP clients like ChatGPT without exposing credentials, enabling email search and thread retrieval via natural language.

Obenan MCP Server

A simple note storage and management system that allows users to add, access, and summarize notes through a custom URI scheme. Supports creating summaries with configurable detail levels and provides real-time resource change notifications.

Recettes MCP Server

Enables management of culinary recipes through web scraping from sites like Marmiton.org, recipe generation, ingredient management, and querying a MongoDB database of recipes, comments, users, and utensils.

TIDAL MCP: My Custom Picks

A server that lets you get customized music recommendations from TIDAL based on your specific criteria, allowing you to create new playlists directly in your TIDAL account.

FreeCAD MCP

Enables Claude Desktop to control FreeCAD for 3D CAD modeling, including creating, editing, and deleting objects, executing Python code, and running FEM analyses.

UnCorreoTemporal

Disposable email MCP server for autonomous AI agents. Create labeled temporary inboxes, wait for verification emails, extract OTP codes and confirmation links — zero human intervention required.

fetch

Fetches web pages and converts them to markdown for LLM consumption, supporting chunked reading and raw content extraction.

mcp-gong

Wraps the Gong API v2 to list users and retrieve call data through natural language queries.

FastMCP Example

A minimal Python MCP server with tool endpoints and Playwright Page Object Model tests.

mysql-mcp

Security-hardened, read-only MySQL MCP server that enables safe, read-only access to MySQL databases for running SELECT queries, exploring schemas, and sampling data via MCP clients.

easy-pg-admin-mcp

High-privilege PostgreSQL admin MCP server for database and role/grant management.

aigroup-econ-mcp

Econometrics MCP server for regression, causal inference, time series, panel data, machine learning, and broader statistical analysis workflows.

computer-use-win

MCP stdio server that lets DSH agents see and operate Windows desktop apps via UI Automation, screenshots, mouse/keyboard, OCR, and window management.

MCP-YNU FastMCP Server

도구, 리소스, 프롬프트를 각 디렉토리에서 자동으로 로드하여 간편한 확장 및 구성을 지원하는 동적 MCP 서버 구현.

MCP Redmine

Enables to manage Redmine projects, issues, users, and time entries through natural language using the Redmine REST API.

cursor-chatgpt-web

MCP server enabling Cursor to delegate complex coding tasks to ChatGPT Web (GPT-5.6 Sol High) via Temporary Chats, supporting parallel batch reviews and up to five concurrent sessions.

ada-mcp

Enables AI agents to manage Cardano wallets, check balances, send ADA and native assets, and settle atomic swaps via a built-in MCP server.

linkyun-ops-mcp

Provides MCP tools for querying LinkYun operations metrics, including listing metrics, querying metrics, managing agents, and home recommendations, by forwarding requests to the LinkYun Agent Ops HTTP API.

agentic-ops-builder

Enables natural-language Q&A, human-approved actions, and dashboard generation over a data ontology via MCP.

Parcel Tracking MCP Server

Allows tracking of parcel deliveries across various carriers using the 17track.net API, with automatic or manual carrier detection.

Social Harvest MCP

A local Instagram exporter for MCP clients that exports profile metadata, posts, reels, captions, and comments via a manually authenticated browser session.