Browse 27,750 community-built MCP servers
A specialized macOS MCP server that provides AI agents with high-performance screen capture capabilities and multi-provider vision analysis using Apple's ScreenCaptureKit.
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
Android-MCP enables AI agents to control Android devices through ADB, supporting UI state inspection, interaction gestures, and automated test recording/exporting.
Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Reddit, arXiv & more.
A specialized MCP server for processing and analyzing semiconductor test data in the STDF-V4 format, offering tools for metadata extraction, record filtering, and yield analysis.
MCP (Model Context Protocol) Server. Integrates with Airbyte API to monitor data pipeline health, check connection statuses, and manage streams for real-time ETL process oversight.
An MCP server providing access to Netherlands Railways (NS) data, allowing AI assistants to plan train journeys, check real-time departures, and look up station information.
A productivity MCP server that automates Tempo timesheet creation by scanning git commits and provides tools for managing worklogs, roles, and accounts within Jira.
Provides access to French geographic data from IGN API Carto, covering cadastral parcels, urban planning (PLU), protected nature areas, and administrative boundaries via natural language.
A specialized MCP server that exposes Snowflake stored procedures as executable tools. It allows users to dynamically expose entire database schemas or specific procedures to the MCP environment.
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
Ng Sentry is an MCP server that provides tools to manage and monitor Angular/Nx build watch processes, enabling AI agents to detect build errors in real-time.
A RAG-based MCP server that provides semantic search and document management for markdown files using PostgreSQL, pgvector, and Google Gemini or Ollama embeddings.
MCP server for the Mailtrap email platform — analytics, sending, contacts, sandbox
A specialized MCP server designed to sanitize user prompts by redacting sensitive information like API keys, emails, and secrets using OpenAI-compatible APIs while maintaining prompt structure.
An MCP server designed to automatically identify, extract, and analyze brand logos from website URLs, providing metadata like dimensions and quality.
Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
Provides AI agents with architectural knowledge and scaffolding tools for LaunchFrame projects, covering patterns for authentication, queues, webhooks, and module structures. It enables agents to retrieve project-specific implementation details and generate code snippets on demand to maintain consistency.
Provides a semantic search interface that enables discovery and routing across over 1,000 local MCP tools using natural language queries. It leverages hybrid search and embeddings to accurately match user intent with tool names and descriptions.
A robust MCP server designed to interface with the Dust platform, providing tools for assistant management, data source exploration, and complex agent-led conversations.
Integrates Google Maps routing and traffic intelligence with AI to provide advanced route planning, real-time traffic analysis, and comprehensive trip cost estimations including fuel and tolls.
MCP (Model Context Protocol) Server. Provides real-time cryptocurrency data from CoinMarketCap's API, enabling market listings, price quotes, ID mappings, metadata, global metrics, and exchange information retrieval for market analysis and research.
Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard.
Cross-framework cognitive state serializer for AI agents. Export, import, and diff agent state across 10 frameworks.
MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable natural language-driven repository management, code manipulation, issue tracking, and project collaboration without context switching or complex API syntax.
An MCP server for managing feature flags in Bucketeer, allowing AI models to list, create, retrieve, update, and archive flags via the Bucketeer API.
A Model Context Protocol server that enables AI assistants to interact with Firebase Realtime Database using Admin SDK authentication for managing data and collections.
Zuul CI — build failure analysis, log search, pipeline status, and job configuration
A code snippet management server that uses hybrid search (semantic embeddings and keyword matching) to store, search, and organize code snippets without requiring an external database.
A Cloudflare Workers-based MCP server that enables Google Search capabilities and efficient single or batch webpage content extraction with integrated OAuth authentication.