Browse 26,632 community-built MCP servers
MCP (Model Context Protocol) Server. Integrates with Excel using XLwings to enable automated data manipulation, analysis, and reporting for business workflows.
enabling AI on the Open Data Lakehouse.
A specialized oil and gas MCP server providing integrated access to drilling, production, HSSE, and procurement data with hybrid RAG search and anomaly detection capabilities.
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intelligent agents with LangChain, MCP-use, Gradio, Dify, and smolagents to analyze financial statements, insider trading, and company filings.
MCP (Model Context Protocol) Server. Bridges HTTP clients with tool servers, enabling tool discovery and execution via REST endpoints, featuring automatic HTTPS exposure and OpenAPI 3.1.0 specification for seamless integration with custom GPTs and AI-assisted applications.
Provides a comprehensive integration between LLMs and the Godot Engine, enabling AI assistants to intelligently manipulate project files, scripts, and the live editor. It supports advanced workflows including version-aware documentation querying, automated E2E game testing, and real-time visual context capture.
A dynamic RAG-powered MCP server that provides context-aware coding skills to AI assistants through hybrid vector and knowledge graph discovery. It automatically detects project toolchains and enables runtime skill creation and on-demand loading.
MCP server for GitHub operations
MCP server for Claude Code skill discovery, installation, and management.
A robust MCP server that enables remote control and automation of Android devices via ADB, supporting UI interaction, system events, and metadata extraction for testing and development.
A comprehensive MCP server for managing Tiptap collaborative documents, featuring full CRUD operations, real-time statistics, semantic search, and bidirectional Markdown-to-JSON conversion.
A specialized MCP server designed to interface with Parallel's APIs for initiating deep research and managing batch task groups. It serves as both a development exploration tool and a bridge for running small-scale experiments with Parallel's automation capabilities.
A comprehensive fitness coaching MCP server that enables AI assistants to track workouts, log nutrition, and generate personalized fitness plans using a unified data layer.
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE vectors, SSRF, session hijacking, and supply chain vulnerabilities across stdio, HTTP, and SSE transports.
A monitoring server that tracks the official Model Context Protocol Registry for new servers, version updates, and removals, delivering real-time alerts via Discord, Slack, and other channels.
MCP server for Thales CipherTrust Manager integration, enabling secure key management and cryptographic operations.
MCP Server to Connect with VS Code IDE
Spec-driven development for humans and AI - optimised for Claude Code with built-in MCP. Written in Rust 🦀
Production-ready AI agent framework — semantic memory, multi-agent mesh, MCP server, intelligent routing, governance, and 67+ platform integrations.
A client for the MCP Flight Search service using Ollama and Llama 3.2 to provide a user-friendly flight search interface with Model Context Protocol tools
A specialized MCP server that integrates NCBI BLAST capabilities, allowing AI assistants to perform nucleotide and protein sequence similarity searches, manage custom databases, and handle asynchronous processing for large datasets.
MCP (Model Context Protocol) Server. Integrates with Spring's API to provide release information and support timelines for Spring projects, enabling dependency management and upgrade planning.
Functional Python agent framework with MCP support, enterprise security, immutable state, and production-ready observability for building scalable AI systems.
An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code.
Connects WordPress.com accounts to Claude Desktop to read feeds, manage notifications, and discover blogs through natural conversation.
A specialized MCP server that provides access to Perplexity AI's real-time search and chat completion capabilities with built-in templates for technical documentation, security analysis, and code reviews.
A comprehensive MCP server for managing Firewalla firewalls, offering 28 tools for real-time security monitoring, bandwidth tracking, and rule management via the Firewalla MSP API.
MCP (Model Context Protocol) Server. Integrates with AWS Service Reference API to provide real-time access to AWS service capabilities and API actions for developers and cloud architects.
A read-only financial monitoring MCP server for MBBank that enables users to track balances, transaction history, savings accounts, and card details.