Browse 26,748 community-built MCP servers
Memex is a persistent memory layer for AI agents that manages a local knowledge base of guides and contexts using semantic vector search and a structured markdown file system.
A specialized MCP server for querying Appian's Aurora design system documentation from GitHub, supporting both public and internal repositories with keyword search and component guidance.
🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted debugging that THINKS with you. Decompile ANYTHING. 🚀
A Model Context Protocol (MCP) server that provides 29 Git operations + 11 workflow combinations for AI assistants and developers. This server exposes comprehensive Git repository management through a standardized interface, enabling AI models and developers to safely manage complex version control workflows.
Enables searching, browsing, and installing OriginUI components via MCP, providing detailed component metadata, visual previews, and shadcn-compatible installation commands.
Local workspace memory for Claude Desktop. Indexes documents into a vector store with hybrid search, cross-session memory, auto-learn, and knowledge graph.
MCP (Model Context Protocol) Server. Integrates with OpenAI's API and local sound playback to convert text into audible speech, enabling voice output for various applications.
MCP (Model Context Protocol) Server. Integrates with Twitch chat using Apache Camel and Quarkus to enable real-time interaction, moderation, and analysis of live stream conversations.
MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker
A high-performance Unity Editor integration server built in Rust that enables AI agents to autonomously write, compile, and test Unity code with resilience to domain reloads.
MCP (Model Context Protocol) Server. Extracts and parses Xcode build errors and warnings from DerivedData logs, providing structured diagnostic information with file paths, line numbers, error messages, and fix-it suggestions for Swift projects.
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales data, inventory, returns, and reports through the Amazon SP-API
The MCP gateway platform. PlexMCP gives you a unified gateway to manage, orchestrate, and secure your MCP servers.
MCP (Model Context Protocol) Server. Provides a bridge to the SailFish decentralized exchange on the EDU blockchain, enabling token swaps, liquidity pool queries, and market data analysis through a GraphQL subgraph with optimal routing capabilities.
Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode showing raw LLM hallucination vs evidence-backed answers.
MCP (Model Context Protocol) Server. Provides control over tmux sessions by leveraging libtmux to execute commands through a simple interface, enabling automated terminal session management and complex workflows.
MCP (Model Context Protocol) Server. Integrates with Open eClass platform to enable course access and management through UoA's SSO authentication system, providing tools for login, course listing, and session handling
A specialized Android development toolkit that bridges AI agents to the native Android toolchain for asset conversion, real-time log analysis, and device interaction.
An AI-native MCP server providing task-oriented tools to interact with Obsidian vaults via a local REST API, optimized for LLM reasoning rather than simple CRUD operations.
MCP (Model Context Protocol) Server. Provides a bridge to Google Drive for searching files and retrieving document content without manual browsing, enabling document analysis and reference material access.
Transforms webpage content into a fully inlined, script-free HTML document with base64-encoded resources, enabling comprehensive web page analysis and UI/UX inspiration.
An MCP server that implements the A2A (Agent-to-Agent) Protocol, allowing users to discover, communicate with, and manage remote AI agents and their artifacts.
A comprehensive UML rendering service based on FastMCP that enables AI assistants to generate, validate, and preview PlantUML diagrams in multiple formats including PNG, SVG, and Base64.
AI-powered administration for Msty Studio Desktop. 24 MCP tools for database insights, config sync, local model orchestration, and Claude handoff workflows.
Local JSON memory store for context engineering with GitHub Copilot and MCP clients. Includes CLI, MCP server, and custom VS Code agent.
MCP (Model Context Protocol) Server. Create, update, and search Hashnode articles directly through Claude or other MCP clients.
An escape guide for AI coding agents that provides structured thinking protocols to help them autonomously recover from logical loops, failed bug fixes, and analysis paralysis.
Smarter reads, safer edits. An MCP plugin that cuts token usage and catches editing mistakes before they hit disk. Supports Claude Code, Gemini CLI, GitHub Copilot, and Codex.