Discover Awesome MCP Servers

SPARQL MCP Server

Enables users to write and execute SPARQL queries against open-access SPARQL endpoints by providing relevant query examples, schema information, and endpoint metadata. Supports querying biological databases like UniProt and Bgee through natural language interactions.

Aegis

Provides read-only MCP tools to search and retrieve evidence-grounded knowledge compiled from video content, including hybrid semantic and lexical search with citations.

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

agent-deploy-dashbaord

Unified deployment dashboard MCP server for AI agents. 9 tools to manage services across Vercel, Render, Railway, and Fly.io — deploy status, logs, service listing, environment variables, rollback, and health checks from one endpoint. Free tier: 50 requests/IP/day.

bug-bounty-intelligence-mcp

AI-powered smart contract security analysis for AI agents and developers, enabling scanning of Solidity repos for vulnerabilities.

mcp-nexus

Unified MCP server that bridges Tavily and Brave Search APIs with key management, rate limiting, and an admin UI for monitoring and configuration.

Discord MCP Server

Discord連携のためのModel Context Protocol (MCP)サーバー。Claude DesktopのようなMCP互換アプリケーションに対応。

FEP Agent Hub

Enables evidence-first CAE automation on Windows through local MCP servers for FreeCAD, Elmer FEM, and ParaView, supporting validated workflows from CAD to simulation and post-processing with a shared safety and evidence runtime.

K-Personal MCP

A personal desktop automation MCP server providing tools for screen/mouse/keyboard control, Windows UI automation, headless browser automation, file management, app execution, clipboard management, and a personal SQLite database for todos, notes, and habits.

Long Run Hybrid Coach

Provides a personal hybrid running and strength training coach that integrates with Intervals.icu, offering 28-day plans, activity reconciliation, and delivery of scheduled workouts to calendars via MCP.

Expo Docs MCP Server

Provides access to Expo documentation with advanced search, full content retrieval, section browsing, API references, and quick start guides.

MCP PyODBC Server

軽量なMCPサーバーで、ODBC接続を介したデータベースアクセスとクエリを可能にします。特に、Virtuoso DBMSのSPARQLや、自然言語によるAIアシスタンスなどの機能をサポートしています。

disk-space-monitor

Enables AI assistants to check disk usage on the host machine, providing real-time reports on partition health, warnings, and critical alerts across Windows, macOS, and Linux.

CNAP内置功能

GitLab MCP (Management Console Protocol) サーバー実装

spectra-mcp-server

MCP server that exposes cosmology tools to LLM agents, including CLASS matter power spectrum computation, eBOSS DR14 Lyman-α forest data retrieval, and plotting capabilities.

skrape

Converts any webpage into clean, LLM-ready Markdown using the skrape.ai API. Enables easy integration of web content into LLMs like Claude.

Fizzy MCP Server

Enables AI agents to interact with the Fizzy task management tool through 40 specialized tools for managing boards, cards, and comments. It supports comprehensive task operations including card creation, triaging, and user assignments with built-in retry logic and secure authentication.

MiniMax Search MCP Server

MCP server enabling parallel web search and batch browsing with intelligent content understanding via MiniMax LLM.

xai-toolkit

Provides deterministic, plain-English narratives explaining machine learning model predictions via the Model Context Protocol. It enables users to query classification factors directly through natural language, bypassing the need for complex plots or manual code execution.

pptx-mcp-server

MCP server for creating, reading, and editing PowerPoint (.pptx) presentations.

LinkedIn MCP Server

Lets an AI assistant operate LinkedIn through an authenticated browser session, enabling profile management, posting, networking, messaging, job search, and automated applications.

Validate

This MCP server assists founders in customer discovery by structuring hypotheses, finding interviewees, generating call guides, and synthesizing insights to achieve product-market fit.

mcp-dockhand

MCP server exposing the Dockhand API as MCP tools. Enables AI assistants to manage Docker infrastructure including containers, stacks, images, networks, and volumes across multiple hosts.

Mund

MCP security scanner for AI agents - detects prompt injection, secrets, PII, and vets MCP servers before installation

DocHub Architect Tool

An MCP server that helps transfer C4 diagrams from DrawIO and PlantUML into a DocHub architecture repository.

Antigravity Agent Config

Provides tools to manage, initialize, and synchronize standardized agent configurations and specialized workflows across various projects. It enables AI agents to access global rules and role-specific guidelines for development, design, and planning via the Model Context Protocol.

Local History MCP Server

Enables AI assistants to access and interact with Cursor/VS Code Local History data for file recovery and enhanced context awareness. Provides tools to browse file history, search across snapshots, and restore previous versions of files.

eurlex-mcp-server

Enables searching and retrieving EU legal documents (regulations, directives, court decisions) via the EUR-Lex Cellar API, supporting full-text search, metadata, citations, and consolidated versions without requiring an API key.

Weather MCP Server

Provides AI assistants with tools to retrieve current weather, 7-day forecasts, and city-to-city weather comparisons using the Open-Meteo API. It features specialized resources for weather data and prompts for generating weather summaries without requiring an API key.

memory-lancedb-mcp

Enables AI agents to store and recall persistent long-term memories across sessions using LanceDB, with semantic search, automatic linking, conflict detection, and maintenance tools.