Browse 26,056 community-built MCP servers
Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.
A Python-based MCP framework that provides a modular environment for orchestrating agents with support for real-time weather data fetching and a RAG-enabled vector knowledge base.
MCP server that enables AI agents to perform search and analytics use cases on data stored in OpenSearch.
MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features.
A comprehensive MCP server that integrates Google's Gemini 3 capabilities into Claude, offering over 30 tools for image/video generation, deep research, code execution, and advanced document analysis.
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.
A comprehensive MCP server providing programmatic access to Chinese stock market data, including historical prices, real-time quotes, technical indicators, and financial statements.
An MCP server providing OpenCV computer vision capabilities. This allows AI assistants and language models to access powerful computer vision tools.
A self-hosted low-code platform and MCP server that allows developers to create, test, and expose JavaScript-based AI tools in real-time while integrating with RAG and external MCP services.
An MCP server that integrates the Perplexity API into AI clients, enabling real-time search-based chat completions with verifiable citations.
A comprehensive financial data MCP server providing real-time stock quotes, cryptocurrency rates, ETF profiles, options chains, and earnings data via the Alpha Vantage API.
A high-performance MCP server that enables AI assistants to interact with Trino databases, offering tools for executing SQL queries, exploring catalogs, and inspecting schemas.
A comprehensive MCP server built with Google Apps Script that provides 160+ tools to automate and interact with the entire Google Workspace ecosystem, including Gmail, Drive, Sheets, Docs, Calendar, and Classroom.
A robust MCP server that provides a secure bridge for AI to interact with multiple database types (SQLite, MySQL, PostgreSQL) through read-only tools for schema analysis, querying, and performance monitoring.
MCP (Model Context Protocol) Server. Connects AI systems to molecular visualization software like PyMol and ChimeraX, enabling direct command execution and image capture of molecular structures for scientific workflows.
A robust memory system integration for AI agents that enables persistent long-term memory across sessions using Mem0, supporting cloud, Supabase, and local storage options.
A CLI tool that generates Go-based MCP server boilerplate from OpenAPI 3 specifications, automatically creating tool registrations and status-specific response templates.
Deliver real-time investment research with extensive private and public market data.
A versatile Vue.js and Electron-based application that integrates Model Context Protocol (MCP) with OpenAI and Anthropic models to provide browser automation, weather, and news tools.
A PubMed integration for MCP that enables searching and fetching from over 35 million biomedical citations and life science journals. It provides a bridge to the MEDLINE database via the pubmedclient library.
A comprehensive MCP server providing Google Cloud Vertex AI Gemini capabilities including web-grounded research, technical documentation analysis, filesystem operations, and deep code architecture assistance.
MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime Without External Dependencies.
Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML File for a Streamlined Chatbot Conversational Interface
A comprehensive MCP server for Rust development that enables AI agents to explore crate documentation, analyze source code, trace dependencies, and visualize module structures. It facilitates deep understanding of Rust projects through local caching and detailed item inspection from crates.io, GitHub, or local paths.
JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations.
A comprehensive all-in-one workspace MCP server that provides secure file system access, sandboxed code execution (Python/Node.js), Excel processing, and one-click web deployment with multi-tenant isolation.
Furi is an MCP management tool and aggregator that provides a CLI and HTTP/SSE API to install, manage, and interact with multiple MCP servers simultaneously. It simplifies MCP orchestration by handling Smithery detection, process management with PM2, and providing a unified bridge for clients.
A sophisticated neural memory system for AI that uses a three-tier hierarchical storage (short-term, long-term, and archive) with momentum-based learning to maintain context across conversations.
Retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
MCP (Model Context Protocol) Server. Command and control framework that enables secure remote system administration through a Python server and PowerShell client, maintaining task tracking in SQLite for efficient execution and reporting.