Discover Awesome MCP Servers

NexusMind

An MCP server that leverages graph structures to perform sophisticated scientific reasoning through an 8-stage processing pipeline, enabling AI systems to handle complex scientific queries with dynamic confidence scoring.

mesh

A cross-agent communicator MCP server providing presence, resource locks, and durable messaging for coordinating multiple agents on the same repository.

pentest-mcp-server

Enables authorized penetration testing and security assessments with CVE monitoring, vulnerability scanning, and reporting features.

mcp-stl

Enables editing of STL 3D model files through the Model Context Protocol, providing tools for reading, writing, transforming, and creating primitive shapes.

seats-aero-mcp

Enables MCP clients to query the Seats.aero partner API for seat availability, trips, routes, and destinations, including cached and live search options.

Canteen MCP

A Model Context Protocol server that provides structured access to canteen lunch menus for specific dates through a simple API integration.

mcp-svg-render

Renders SVG to PNG so AI agents can see the SVG they generate.

October Themes MCP Server

Provides 1000+ handcrafted design system themes (colors, typography, components, animations) to inject into AI-generated UI, enabling tools like Claude, ChatGPT, and Cursor to produce polished, non-generic interfaces.

Crankly

MCP server for structured public vehicle data from StartMyCar, providing tools to list makes, models, problems, reviews, fuse box data, manuals, guides, and compare models.

PostgreSQL MCP Server

Enables secure, read-only PostgreSQL database interaction through natural language, with automatic database discovery and connection management.

FluxCD MCP Server

FluxCD MCP Server

pyaireader

MCP server for safely reading public URLs for AI agents, providing tools to fetch, extract, cache, and inspect web content as evidence.

Anki MCP Server

Enables AI assistants to manage Anki flashcard decks and cards through natural language, supporting deck creation, card additions (basic and cloze types), and review queue management.

sharebite-mcp

Enables interacting with Sharebite's corporate food ordering platform to browse group orders, search restaurants, view menus, and place orders.

SAP OData to MCP Server

Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data for querying, creating, updating, and deleting business entities through SAP BTP integration.

judgment-pack-runtime

Serves offline document validation and evaluation operations of the Judgment Pack Specification to MCP clients over stdio, enabling agents to validate and evaluate JPS documents as tool calls. Supports conformance validation, experimental evaluation with disposition and error classes, and corpus testing.

garmin-mcp

Connects Garmin watch data to Claude Desktop, allowing users to ask natural language questions about their health and activity data from Garmin Connect.

opencode-mcp-bridge

A local MCP server that delegates coding tasks to a temporary OpenCode session and returns a completion report with changed files, tool calls, cost, and the subagent's reply.

TypeScript MCP Server Boilerplate

A starter template designed to jumpstart the development of Model Context Protocol (MCP) servers using TypeScript. It provides pre-configured examples for creating tools and resources, along with integration guides for MCP clients like Cursor.

MCP Client/Server using HTTP SSE with Docker containers

A simple implementation of MCP Client/Server architecture with HTTP SSE transport layer, dockerized.

Klaviyo API MCP Server

Provides comprehensive tools and resources for managing Klaviyo marketing automation, including profiles, lists, campaigns, flows, and more through natural language.

tatastu-proof

Enables creating and verifying permanent, publicly verifiable content provenance stamps via MCP tools.

owa-mail-mcp

MCP server for corporate Exchange that provides access to email, calendar, and people directory via OWA JSON API.

Word Cloud MCP

Enables creation of word cloud visualizations from various document formats (PDF, Word, TXT, MD) with intelligent text extraction, customizable themes, and multiple output formats (SVG, PNG, JPG, WebP).

X Search MCP

Controls Microsoft Edge to search X.com using an authenticated session, with validation to avoid returning stale content.

Unloop MCP

Detects and breaks repetitive fix loops in AI coding assistants by tracking attempts and providing escalating intervention strategies. It utilizes error fingerprinting and similarity analysis to redirect the AI toward new approaches when it gets stuck on the same error.

pagouse-mcp

Provides read-only observation tools for Chromium pages, enabling agents to inspect page accessibility trees without mutation.

Universal Web Data Extraction Platform

Enables LLMs to extract content from websites using automated static and dynamic scraping engines with built-in anti-bot protections. It provides tools for web data retrieval and stores results in MongoDB with support for JSON and CSV exports.

Android MCP Server

AI-powered Android device automation via MCP. Control an Android phone with natural language through Claude Desktop, Cherry Studio, Kai 9000, or the built-in Web GUI.

vps-mcp-server

Gives AI assistants full control over a VPS via SSH, enabling command execution, file management, service control, Docker and firewall management.