Browse 32,334 community-built MCP servers
A multi-agent weather intelligence system that provides real-time conditions, forecasts, and proactive alerts through a coordinated team of specialized agents including travel and intelligence specialists.
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini, and any LLM.
Provides tools for interacting with the Flow blockchain, including Flow balance checking, token balance querying, and Cadence Owned Account information retrieval.
Extracts and analyzes key frames from Loom videos or local video files using scene change detection to provide visual context for debugging.
Full cybersecurity for Linux servers.
Search and license 217,000+ authentic vintage 8mm home movie clips from the 1930s-1980s. 6 tools: text search, clip details, visual similarity, rough-cut timeline builder, rights verification, and instant licensing via x402 USDC payments on Solana and Base. All footage is real archival film restored in 4K, no AI-generated content.
MCP server for Claude Code — query AI rule violations, coding standards, and analytics directly in your IDE. Model Context Protocol.
MCP server that makes your markdown docs searchable
This MCP server performs automated UI visual testing by comparing dealer screenshots against baseline images using OpenAI to verify consistency against user stories and acceptance criteria.
A tool that connects AI models to MasterGo design tools, allowing for the direct retrieval of DSL data, component documentation, and metadata from design files to streamline frontend development workflows.
MCP Server for PGYER platform, supports uploading, querying apps, etc.
Intelligent LLM orchestrator that automatically routes tasks to the most appropriate AI model (Gemini, Qwen, Ollama, LM Studio) based on task characteristics, enabling distributed processing and parallel execution across local and network services.
A MongoDB database connector for the Model Context Protocol that provides a containerized deployment solution with Docker support.
Provides real-time cryptocurrency price data from OKX exchange through a Model Context Protocol interface.
A Model Context Protocol server providing AI-optimized web search across billions of documents and deep semantic reranking to improve search accuracy and document relevance.
Enables Claude Desktop to interact with PostgreSQL databases through natural language for schema exploration, data analysis, and query execution. Users can search schemas, describe tables, and perform read or write operations without needing to write manual SQL.
A template project for building custom MCP servers that enables direct access to PostgreSQL databases, allowing SQL query execution and schema information retrieval through the Model Context Protocol.
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a shared tool and an SSE relay. The server facilitates agent-to-agent communication by holding tool responses until the opponent makes a move, managing the game state in real-time.
Enables intelligent nutrition tracking through natural language meal logging with automatic macro calculation using the FoodData Central API. Users can set daily macro goals, review meal history, and monitor nutritional progress through local JSON storage.
A professional-grade MCP server for Microsoft Outlook that uses stateless OAuth2 to manage emails and calendars with agent-optimized tools and native Graph API quirk handling.
A Harvest API v2 integration for MCP that enables natural language control over time tracking, project management, and reporting workflow tasks.
Gives large language models time awareness capabilities through various time-related functions including current time retrieval, timezone conversion, and relative time calculations.
Model Context Protocol server for SyneHQ Kole - Execute queries against your data with natural language
A Model Context Protocol server implementation that provides a simple interface to interact with PostgreSQL databases, enabling SQL queries, database operations, and schema management through MCP.
RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO data.
A web scraping server that retrieves product information (name, price, URL, image) from phonelcdparts.com for any search query.
MCP server for Mango Office API — calls, users. 2 tools.
A Model Context Protocol server that enables Claude to interact directly with Unity projects, providing tools for script creation, asset management, and project building.