Browse 29,619 community-built MCP servers
An MCP server that integrates the Duffel flights API to enable flight searching, airport code lookup, and fare detail retrieval via natural language. It allows users to search for one-way or round-trip flights and access baggage and fare conditions directly within Claude Code.
A simple demonstration MCP server that provides a basic arithmetic tool for adding two numbers together, showcasing how to build custom MCP servers with input validation.
A standardized Model Context Protocol server for SinoPac Securities' Shioaji API, providing secure access to market snapshots, contract searching, historical K-lines, and order management.
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigations, VIN decoding.
Enables image generation using Gemini native models, supporting both single prompts and batch processing via a file-based queue. It allows for detailed configuration of aspect ratios and models using YAML frontmatter across various MCP-enabled clients.
A robust MCP server that enables hybrid semantic and keyword search across personal knowledge bases using the Fondu Knowledge Vault API. It features advanced reranking, multiple authentication methods, and production-ready error handling.
Enables interaction with Chromium browser instances through Puppeteer for inspecting dev builds, capturing screenshots, and automating UI interactions. Features permission-gated tools for secure browser navigation, DOM manipulation, and JavaScript evaluation.
A comprehensive Formula 1 data and analytics server that provides access to race results, telemetry, timing, strategy, and standings powered by FastF1 and Ergast API.
A professional-grade LinkedIn automation server that leverages AI for lead discovery, profile scoring, and personalized outreach sequences, integrated with PostgreSQL and Vertex AI.
A protocol server that bridges AI assistants with Unity projects, allowing them to analyze code, parse scenes, generate scripts, and perform other Unity operations through specialized tools.
A FastAPI-based server that provides a web UI for uploading, processing, and analyzing trading screenshots with automatic trade data extraction and analytics.
Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.
A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.
An MCP server based on the Mastra framework for controlling Xiaomi Mi Home smart devices. It enables device discovery, property management, action execution, and scene control through the Mi Home cloud service.
A comprehensive MCP server for interacting with Microsoft Fabric, enabling AI agents to manage workspaces, execute Spark code via Livy, run Data Factory pipelines, and query Power BI semantic models or SQL endpoints.
Enables AI assistants to query glucose data from health storage APIs, providing natural language access to glucose readings, trends, and statistics for diabetes management and health monitoring.
A specialized MCP server that provides browser automation via Playwright over Server-Sent Events (SSE), optimized for containerized Docker environments.
A production-grade, extensible Python template for building Model Context Protocol servers with support for Streamable HTTP and stdio transports. It provides a structured framework for implementing tools, resources, and prompts with built-in authentication, observability, and background task management.
Connects Claude Code to Perplexity Comet for agentic web browsing and deep research using an isolated browser instance. It bridges high-level coding tasks with Perplexity's web intelligence to handle navigation, logins, and dynamic content.
A comprehensive MCP server for checking username availability and retrieving profile metadata across YouTube, TikTok, Threads, X, and Instagram to support brand research and competitive analysis.
Turkish legislation via MCP — full-text search across statutes and provisions
A Python server that enables remote control of Bittle robots via Bluetooth using the Model Context Protocol (MCP), allowing users to programmatically send movement and pose commands.
A Model Context Protocol server providing access to LangSearch APIs for advanced web searching and semantic reranking of document results to improve AI assistant accuracy.
Azure DevOps MCP Server by CData
This is a powerful Model Context Protocol (MCP) server that integrates multiple AI coding agents—Anthropic Claude Code, OpenAI Codex, and Google Gemini—directly into your workflow. It enables seamless cross-provider analysis, leveraging Gemini's massive token window, Codex's specialized coding capabilities, and Claude's advanced reasoning.
A specialized infrastructure server that uses category theory to translate expert wine tasting vocabulary into precise visual parameters for AI image generation. It maps oenological attributes like tannin, acidity, and terroir to compositional visual attributes such as texture, opacity, and color palettes.
MCP server for discovering and installing AI agent skills from Loaditout. Search 20,000+ security-gradedMCP servers, check A/B/C/F grades, get install configs, and browse trending skills and curated packs.
An intelligent Pokémon battle strategy assistant that provides strategic recommendations, type effectiveness analysis, and competitive insights through conversational AI powered by Algolia search.