Discover Awesome MCP Servers

Swagger MCP

Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracting swagger.json files at runtime. Enables natural language interaction with any REST API that has Swagger documentation.

memory-mcp

A persistent memory MCP server for Claude Code that automatically saves conversations and retrieves relevant history across sessions to provide context.

BNB Chain MCP Server

Enables AI assistants to interact with BNB Chain, including wallet creation, balance queries, token transfers, swaps via PancakeSwap V3, and price data from Binance Oracle.

logodev-mcp

Enables looking up company logos and brand data via the logo.dev API.

io.github.sidduHERE/agentpool

AgentPool is a local MCP server that monitors live usage limits of coding-agent subscriptions and allows you to offload work to providers with remaining capacity. It exposes provider, model, and session state, enabling informed manual or agent-driven task delegation.

GitHub MCP Server

Enables comprehensive GitHub workflow automation including Actions monitoring, PR management, code search, file operations, and repository management through a code-first architecture that reduces token usage by 98%.

GPT-MCP Bridge

Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.

sovereignty-scan-mcp

Vendor sovereignty scanner for EU AI Act compliance. Scans provider stacks for CLOUD Act exposure, data residency, and GDPR DPA status across 55 providers, then suggests EU-native alternatives. Free, no account required.

Linear MCP Server

A production-ready MCP server for the Linear API, enabling AI assistants to list, inspect, and create issues, as well as manage teams and projects through controlled tools.

mcp-launches

Wraps the Launch Library 2 API to provide access to launch data, enabling queries about upcoming and past launches.

anki-mcp-addon

Enables to interact with your Anki collection through natural language, allowing you to study, edit, and analyze flashcards without external dependencies.

test-mcp

A minimal MCP server that tests Authgear's Dynamic Client Registration and resource-indicator flow, verifying JWTs bound to a specific resource.

Search Tools MCP Server

Enables intelligent code analysis and search across repositories using the CodeRank algorithm (inspired by PageRank) to identify critical modules, trace dependencies, find code hotspots, and perform context-aware keyword searches with importance-ranked results.

mcp-memory-server

A self-hosted knowledge-graph memory server for AI agents, providing persistent memory via 7 MCP tools, automatic instructions, and a web dashboard, enabling AI assistants to remember and retrieve information across sessions.

MSFConsole MCP Server

Enables AI assistants to interact with Metasploit Framework through 28 comprehensive tools for penetration testing and security analysis. Provides secure, structured access to MSF modules, database operations, session management, and payload generation capabilities.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, test results, pipelines, and discussions. Supports viewing MR details, responding to comments, and analyzing CI/CD job logs.

xhs-read-mcp

A read-only MCP server for Xiaohongshu that enables searching notes, fetching details and comments, with QR code login support.

mcp-crew

Agent Personas for Claude. 10 tools, 8 personas, 3 workflows. Zero API cost.

yt-subs

Extracts clean text transcripts from YouTube videos using their subtitles and returns them as plain text.

border-patrol-mcp

A policy-enforcing MCP gateway that intercepts all tool calls to downstream MCP servers, applying allow/deny/ask rules with human approval and audit logging for safe access to dangerous tools.

screener-mcp

Exposes Screener.in data for Indian stocks (NSE/BSE) — fundamentals, financial statements, peers, and price/EPS time-series — as tools any MCP client can call.

Spotify MCP Server

Enables control of Spotify playback and management of liked songs through natural language. Supports play/pause controls, track information retrieval, and adding songs to your Spotify library.

oh-my-sage-mcp

An MCP server that enables natural language creation and management of Xiaomi Mi Home automation rules, integrating with AI coding assistants to query devices and manipulate automation graphs.

MCP-Yahoo Finance IA

A comprehensive Model Context Protocol (MCP) server that transforms Yahoo Finance into a powerful financial analysis platform, providing real-time market data, advanced analytics, and visualizations for professional traders and AI assistants.

Neo4j Knowledge Graph MCP Server

Provides LLM clients with a persistent, scalable knowledge graph memory system that supports semantic retrieval, contextual recall, and temporal awareness.

File Search Server

Enables intelligent file searching in local directories using natural language queries. Supports searching by file type, filename patterns, and content across multiple formats including PDF, Word, Excel, and text files with AI-powered relevance scoring.

Karakeep MCP Server

Okay, here's how you can search for and create bookmarks in Karakeep (Hoarder), translated into Spanish: **English:** **Searching:** 1. **Open Karakeep (Hoarder).** 2. **Use the Search Bar:** Look for the search bar, usually located at the top of the application window. 3. **Enter Your Search Term:** Type the word, phrase, or URL you're looking for in the search bar. 4. **Press Enter or Click the Search Icon:** This will initiate the search. 5. **Review the Results:** Karakeep will display a list of bookmarks that match your search term. **Creating Bookmarks:** 1. **Open Karakeep (Hoarder).** 2. **Navigate to the Page You Want to Bookmark:** Open the website or document you want to save. 3. **Use the Bookmark Function:** This might be a button, menu option, or keyboard shortcut. Look for something like "Add Bookmark," "Save Page," or a star icon. 4. **Edit Bookmark Details (Optional):** A dialog box might appear allowing you to: * **Change the Title:** Give the bookmark a descriptive name. * **Add Tags/Categories:** Organize your bookmarks by assigning them tags or categories. * **Choose a Folder:** Save the bookmark to a specific folder within Karakeep. 5. **Save the Bookmark:** Click "Save," "Add," or a similar button to finalize the bookmark creation. **Spanish:** **Búsqueda:** 1. **Abre Karakeep (Hoarder).** 2. **Usa la Barra de Búsqueda:** Busca la barra de búsqueda, que generalmente se encuentra en la parte superior de la ventana de la aplicación. 3. **Introduce tu Término de Búsqueda:** Escribe la palabra, frase o URL que estás buscando en la barra de búsqueda. 4. **Presiona Enter o Haz Clic en el Icono de Búsqueda:** Esto iniciará la búsqueda. 5. **Revisa los Resultados:** Karakeep mostrará una lista de marcadores que coincidan con tu término de búsqueda. **Creación de Marcadores:** 1. **Abre Karakeep (Hoarder).** 2. **Navega a la Página que Quieres Marcar:** Abre el sitio web o documento que deseas guardar. 3. **Usa la Función de Marcador:** Esto podría ser un botón, una opción de menú o un atajo de teclado. Busca algo como "Añadir Marcador", "Guardar Página" o un icono de estrella. 4. **Edita los Detalles del Marcador (Opcional):** Podría aparecer un cuadro de diálogo que te permita: * **Cambiar el Título:** Dale al marcador un nombre descriptivo. * **Añadir Etiquetas/Categorías:** Organiza tus marcadores asignándoles etiquetas o categorías. * **Elegir una Carpeta:** Guarda el marcador en una carpeta específica dentro de Karakeep. 5. **Guarda el Marcador:** Haz clic en "Guardar", "Añadir" o un botón similar para finalizar la creación del marcador. **Important Notes:** * The exact wording and appearance of the interface may vary slightly depending on the specific version of Karakeep (Hoarder) you are using. * If you are having trouble finding a specific feature, consult the Karakeep (Hoarder) documentation or help files. Let me know if you have any other questions!

odoo-mcp

An MCP server that connects AI assistants to Odoo ERP instances via the built-in XML-RPC API without requiring any additional addons. It enables users to search, create, update, and manage Odoo records and models through natural language.

Tribunal TRT: Consulta Processual Unificada

MCP server for querying Brazilian Labor Court (TRT) legal proceedings from official sources, offering a read-only tool for unified procedural consultation.