Browse 26,523 community-built MCP servers
A local vector database MCP server using FAISS for high-performance semantic search and document RAG, supporting various file formats and custom embedding models.
A high-performance search service that converts results from Google, Bing, and DuckDuckGo into structured JSON or Markdown. It features multi-layer depth crawling and uses the Camoufox anti-detection browser for reliable content extraction and fallback search logic.
A tool-rich MCP server for Supabase that enables interactive database exploration, SQL querying, and data visualization through custom React widgets.
MCP (Model Context Protocol) Server. Extracts, structures, and transmits network packet data from Wireshark for security analysis, anomaly detection, and network troubleshooting without manual formatting.
A comprehensive MCP server for Gmail integration that allows AI assistants to manage emails, drafts, labels, filters, and archiving using the official Google API.
An AI-powered MCP server for managing Architectural Decision Records (ADRs) that provides deep codebase analysis, security content masking, and synchronization with governance platforms.
A Freshservice integration for MCP that enables AI assistants to manage IT service operations including ticket lifecycle management, change requests, and asset tracking. It streamlines ITSM workflows by allowing models to create, update, and filter records across various Freshservice modules.
A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files.
A comprehensive Help Scout integration for AI agents that enables searching conversations, retrieving message threads, and managing inboxes with advanced filtering and security features.
MCP server for searching npm packages
MCP (Model Context Protocol) Server. Provides visual verification for UI edit requests by comparing before/after screenshots and analyzing whether changes satisfy the original requirements
A specialized MCP server for querying FedRAMP FRMR JSON datasets and markdown guidance, enabling LLMs to analyze compliance requirements, NIST control mappings, and Key Security Indicators (KSIs).
MCP (Model Context Protocol) Server. Enables AI to query and analyze local documents and Git repositories through a RAG system built with TypeScript, LlamaIndex, and Gemini embeddings.
A comprehensive SDK providing Model Context Protocol (MCP) support for the SettleMint blockchain platform, enabling developers to integrate blockchain explorers, storage, and smart contract management.
An MCP server that enables AI assistants to read and send Instagram direct messages by authenticating via session cookies. It provides programmatic access to inbox threads and message delivery capabilities using the instagrapi library.
An MCP server providing access to the OpenGenes database for aging and longevity research, including genetic interventions, lifespan results, and population longevity studies.
Enables Claude Code to orchestrate a team of independent Claude Code sessions within iTerm2 for parallel task execution and isolated git worktree management. It provides tools to spawn, monitor, and message worker sessions while maintaining full visibility and control over their terminal windows.
A comprehensive MCP server for managing the YApi API lifecycle, enabling AI tools to search, create, update, and test API documentation directly within development environments. It supports both Cookie and Token authentication and offers advanced features like Swagger importing and project data exportation.
MCP (Model Context Protocol) Server. Deployment-related tooling for Render.com.
MCP (Model Context Protocol) Server. Provides coding style guidelines and best practices for Java, Python, and React in Markdown format to enhance development workflows and maintain consistent code quality.
MCP (Model Context Protocol) Server. Enables natural language interaction with PostgreSQL databases through tools for schema exploration, table inspection, relationship discovery, and SQL query execution
AI Context Engineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization.
Save and query your agent memory in distributed way by Membase.
MCP (Model Context Protocol) Server. Enables Claude Code to consult with multiple expert coding agents powered by OpenAI's o3-mini and Claude 3.7 Sonnet for enhanced problem analysis and diverse model perspectives
Enables vision capabilities for any AI model by routing image analysis requests through OpenRouter's vision models. It provides tools to analyze images from URLs, local file paths, or base64 data.
A Nautobot app that integrates a Model Context Protocol server into the platform, providing AI-ready tools to query and manage network infrastructure data like devices and interfaces.
A bridge between AI systems and ComfyUI that enables programmatic image generation and workflow execution via WebSocket communication.
MCP (Model Context Protocol) Server. Enables AI to perform complex TypeScript/JavaScript refactoring operations like renaming symbols, moving code between files, and updating import paths through ts-morph's powerful code transformation capabilities.
An MCP server providing access to OpenRouter's ecosystem of AI models, supporting text chat and advanced multimodal image analysis across Windows, macOS, and Linux.
A comprehensive MCP server that enables Claude to interact with Salesforce data and metadata using natural language for object management, schema exploration, and record manipulation.