Browse 32,214 community-built MCP servers
Enables comprehensive analysis of AWS Lambda performance including cold start tracking, memory utilization monitoring, cost analysis, and optimization recommendations. Provides real-time metrics, comparative analysis across multiple functions, and actionable insights to improve Lambda performance and reduce costs.
Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.
Aave MCP server — 6 tools for AI agent integration. Hosted by Junct.
An MCP server that provides structured access to bakery Point of Sale (POS) data stored in SQLite, allowing for advanced querying of transactions, products, and sales analytics.
A tool that enables LLMs to generate, execute, and analyze Alloy modeling language code for formal software verification and system design.
Wikifeed MCP — wraps Wikimedia Feed API (free, no auth)
VirusTotal MCP Server – security analysis for URLs, files, IPs and domains
A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖. wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!
Enables management of sevdesk accounting and invoicing tasks including contacts, invoices, and offers through the Model Context Protocol. It provides tools for financial reporting, tax summaries, and KPI dashboards directly within AI interfaces.
Enables AI assistants to interact with MikroTik RouterOS devices through API and SSH connections, supporting network monitoring, configuration management, and diagnostics across multiple routers with automatic connection fallback.
Send real physical postcards worldwide via AI agents. Supports single and bulk send (up to 500 recipients), balance checking, delivery tracking, and volume pricing from $0.72/card.
Enables AI language models to interact with Microsoft OneNote via a standardized interface, supporting notebook and page management through natural language.
A robot battle prototype that enables users to design, validate, and simulate AI combat scripts through an MCP-integrated consultative workflow. It allows AI agents to guide tactical design, perform DSL script verification, and conduct preview duels before final deployment to Firebase.
Provides comprehensive access to Google Search Console data with enhanced analytics capabilities, supporting up to 25,000 rows of performance data, advanced filtering with regex patterns, and automatic quick wins detection for SEO optimization opportunities.
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification. No auth needed for
A video analysis system that uses AI vision models to process, analyze, and query video content through natural language, enabling users to search videos by time, location, and content.
OData MCP Server by CData
Facilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).
MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems
A command-based MCP server that enables programmatic stock trading on Zerodha through natural language interfaces like Claude, allowing users to buy and sell stocks via API calls.
A meta-MCP server that uses Llama AI as an orchestrator to intelligently route requests and coordinate workflows across multiple MCP services like Stripe, GitHub, and databases. Enables complex multi-service operations with AI-driven decision making and parallel execution capabilities.
A robust logging and search server that captures process console output into a high-performance SQLite database, enabling AI assistants to perform full-text searches and analyze multi-process activity.
MCP server quality scoring and optimization for the agent economy.
A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints (meetings, recordings, transcripts, summaries, teams, team members) via GET operations.
Retrieval-augmented generation (RAG) server for the Kedro framework that enables querying documentation through a local knowledge base. It processes Kedro's documentation files to provide context-aware assistance for building modular and reproducible data science pipelines.
MCP server for MTS Exolve API — SMS, calls. 3 tools.
A comprehensive MCP server enabling AI assistants to manage Gmail accounts through tools for sending/reading emails, drafting, labeling, and searching using natural language.
An MCP server that enables other AI models (like Claude) to use Google's Gemini models as tools for specific tasks through a standardized interface.
Enables processing and analysis of large PDF files through text extraction, search functionality, and intelligent chunking strategies. Provides comprehensive PDF operations including metadata retrieval, page-range text extraction, and content search with contextual results.