Browse 29,739 community-built MCP servers
A lightweight implementation that provides the simplest way to set up an MCP server and client, requiring just two lines of code to create a fully functional system.
Hosted shared knowledge base for AI agents. Store, search, and retrieve structured knowledge using semantic search. Agents contribute to a growing collective intelligence that compounds over time. No install — just a URL.
AI-powered social listening across Twitter, LinkedIn, Reddit, Facebook, and more.
MCP server with 556 AI-agent tools for invoicing, payroll, booking, accounting, CRM, payments, and tax filing. Works with Claude, ChatGPT, Gemini, Cursor, and any MCP client.
All-in-One SEO & Web Intelligence Toolkit API fetchSERP
just a test of glama
A demonstration MCP server that exposes basic arithmetic tools (add, subtract, ping) through FastAPI and shows how to integrate them with OpenAI's tool-calling API for LLM orchestration.
Provides web connectivity tools for searching the web via DuckDuckGo or SerpAPI, fetching URL content, and extracting readable text from web pages.
Provides basic mathematical operations including arithmetic, square root, and number theory functions like GCD and LCM. Built with TypeScript and includes proper error handling for edge cases like division by zero.
An active, stateful software knowledge graph engine that serves as an 'all-knowing development partner' for AI agents and human developers by modeling software projects into queryable knowledge graphs.
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.
Enables AI assistants like Cursor to interact with Figma designs programmatically. Supports reading design information, modifying elements, creating components, managing text content, and automating design workflows through natural language commands.
CLI and MCP server for the Qonto banking API
Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.
Kolmo Construction: licensed Seattle home builder & remodeling contractor. Estimates, ROI & permits.
MCP server for Claude Code - Knowledge graph-based context storage with 74x faster reads
Enables users to manage and control their Plex media library through natural language commands in MCP-compatible AI clients. It supports searching content, managing playlists, tracking library statistics, and monitoring live viewing sessions.
A comprehensive automation server for Windows providing control over the file system, processes, windows, peripherals (mouse/keyboard), system shell (PowerShell/CMD), and browser automation.
A comprehensive MCP server for browser automation via Puppeteer, featuring specialized agents for file management, QNAP network storage integration, and agent-to-agent task handoffs.
An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.
Enables monitoring and querying of telecom performance management (PM) counters from remote SFTP locations, providing access to interface statistics, CPU/memory utilization, BGP peer data, and system metrics through a conversational interface.
An MCP server for the Paprika Recipe Manager that enables AI assistants to search, read, and safely update recipes using the Paprika Cloud API.
Provides automated login and credential refreshing for Mingdao (HAP) using Playwright to extract session tokens and cookies. It enables AI tools to maintain authenticated access to Mingdao Cloud for automation scripts and MCP configurations.
MCP (Model Context Protocol) Server. Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable result counts and collection tracking.
Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.
A template for deploying an MCP server without authentication on Cloudflare Workers. Allows connection from Claude Desktop and AI Playground to use custom tools remotely.
Enables LLMs to search, discover, and interact with over 37,000 verified on-chain AI agents through the AgentZone platform. Users can filter agents by capability and trust score, access network analytics, and manage agent registrations or payments.
A modular TypeScript starter template for building MCP servers, featuring example tools for math, time, and flight tracking with support for external API integration.