Browse 26,344 community-built MCP servers
A Model Context Protocol server that integrates with the Giphy API, allowing AI models to search for, retrieve, and display trending or random GIFs with metadata.
Query Vectara's trusted RAG-as-a-service platform.
MCP (Model Context Protocol) Server. Integrates with IFC (Industry Foundation Classes) building information modeling files to extract entities, properties, spatial relationships, and geometric data for construction professionals analyzing architectural and engineering information.
MCP (Model Context Protocol) Server. Enables automated frontend testing by analyzing JavaScript/TypeScript code, generating Jest and Cypress tests, and executing them in isolated environments with proper configurations and dependencies.
MCP Server to interact with KumoRFM, a foundation model for generating predictions from your relational data.
MCP (Model Context Protocol) Server. Integrates with Notion's API to enable document management, knowledge base interactions, and project tracking tasks.
A fast MCP server optimized for AI vision workflows that captures web pages as 1072x1072 pixel tiles and supports animated screencasts with intelligent browser management.
A code analysis MCP server that provides AST and ASG capabilities for multiple programming languages using tree-sitter. It supports incremental parsing, AST diffing, and resource caching to help AI models understand complex code structures and semantics.
Integrates Charles Proxy with MCP clients to provide real-time and historical network traffic capture and structured analysis. It features a summary-first approach that filters noise and desensitizes data for efficient, low-token agent debugging and monitoring.
MCP (Model Context Protocol) Server. Integrates web scraping and crawling capabilities with tools for single-page content extraction, metadata retrieval, and Google search functionality, enabling workflows that require web content analysis, data collection, or online research tasks.
MCP (Model Context Protocol) Server. Integrates with Playwright to enable cross-browser web automation for tasks like scraping, testing, and content extraction.
MCP (Model Context Protocol) Server. Kubernetes management tool that connects to clusters to list, analyze, and manipulate pods, execute container commands, and retrieve logs directly through conversation interfaces.
MCP (Model Context Protocol) Server. Enables direct interaction with PyMOL molecular visualization software for executing commands, manipulating structures, and analyzing molecular data through a socket connection that translates natural language to PyMOL-compatible Python code.
Provides AI agents with a free, functional email address via the Model Context Protocol without requiring manual registration. It enables comprehensive email capabilities including sending, receiving, and managing messages, contacts, and automated settings.
Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.
An automated web research agent that uses Google Gemini models and LangGraph to conduct multi-step searches and synthesize comprehensive, citation-indexed answers.
MCP (Model Context Protocol) Server. Integrates with Redis and AWS MemoryDB for fast, in-memory data storage and retrieval, enabling caching, session management, and real-time analytics.
MCP (Model Context Protocol) Server. Connect to your Substack/Medium blogs via their RSS feeds, fetches your posts, and permanently caches them locally. It also generates embeddings for each post, enabling semantic search to find the most relevant essays based on your queries.
CLI tool for managing Model Context Protocol (MCP) servers in one place & using them across them different clients
A Model Context Protocol (MCP) compliant server designed for comprehensive web research. It uses Tavily's Search and Crawl APIs to gather detailed information on a given topic, then structures this data in a format perfect for LLMs to create high-quality markdown documents.
MCP (Model Context Protocol) Server. Enables AI image generation using Google's Gemini 2.0 Flash model with intelligent prompt engineering, automatic filename creation, and configurable local storage.
A robust integration for Logseq that allows LLMs to programmatically manage knowledge graphs, manipulate block structures, and automate note-taking workflows.
Connect to a Hologres instance, get table metadata, query and analyze data.
A multi-session headless IDA Pro server that provides comprehensive binary analysis tools, including decompilation and cross-referencing, through a Go-orchestrated Model Context Protocol interface.
MCP (Model Context Protocol) Server. Provides direct access to AWS CloudWatch logs with tools for listing log groups and retrieving filtered log entries through a Python-based server using FastMCP and boto3.
MCP (Model Context Protocol) Server. Interact with a PocketBase instance. Allows you to fetch, list, create, update, and manage records and files in your PocketBase collections.
A Python-based MCP server that connects Large Language Models to the WhatsApp Business API via GreenAPI, enabling messaging, group management, and chat history retrieval.
A comprehensive MCP server enabling LLMs to interact with JustCall's telephony services, including making voice calls, sending SMS/WhatsApp messages, managing CRM contacts, and accessing AI call analysis through the Model Context Protocol.
Simple solution to give Claude ability to check current time via MCP