Discover Awesome MCP Servers

DataMerge MCP

Enables AI assistants to enrich and retrieve company data by connecting to the DataMerge Company API. It supports operations such as starting enrichment jobs, fetching company records, and inspecting corporate hierarchies.

A-MEM: Agentic Memory System

Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

Ontology MCP

A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints and Ollama models to Claude, enabling Claude to query and manipulate ontology data while leveraging various AI models.

MCP Google Sheets Server

Servidor de Protocolo de Contexto do Modelo (MCP) que permite a interação com o Google Sheets

ProducerMCP

AI music production with text-to-music generation, audio extension, remixing, and cover creation via AceDataCloud API.

drive-mcp

MCP server enabling file operations (list, search, read, rename, move) on Google Drive and OneDrive.

mcp-google-workspace

MCP server integrating multiple Google Workspace services including Gmail, Calendar, Drive, Sheets, Docs, Tasks, People, Forms, and Slides, enabling users to manage emails, events, files, documents, and more through natural language.

Mind Keg MCP

A persistent memory server that stores and retrieves atomic coding insights like architectural decisions and debugging patterns for AI agents. It enables agents to maintain institutional knowledge across sessions using semantic search and local SQLite storage.

Telegram MCP Server

An MCP server for interacting with Telegram bots and channels using the Telegraf library. It allows AI agents to send messages, manage channels, forward content, and intelligently respond to Telegram conversations.

IP Find

Allows agents to get the current location of the user based on their IP Address or to fetch the location of any IP Address.

MoviePilot MCP

Enables natural language interaction with MoviePilot media library automation, supporting search, discovery, subscription management, download control, and media status queries.

OpenSCAD MCP Server

Enables AI assistants to render 3D models by providing tools to execute OpenSCAD code and generate single or multi-perspective views. It returns high-quality PNG renderings directly to LLM applications for visual feedback and 3D model visualization.

RenderDoc MCP Server

Enables AI assistants to analyze and inspect RenderDoc capture files, providing tools to examine draw calls, textures, buffers, and shader information. It allows developers to perform graphics debugging and resource analysis through natural language interactions.

mcp-cronos

MCP server for structured daily work diary management, enabling entries, standup summaries, weekly reports, full-text search, and automatic git commits.

MCP KnowledgeBase Server

Servidor de Protocolo de Contexto do Modelo (MCP) permitindo que LLMs armazenem e pesquisem conhecimento em um banco de dados SQLite.

Mercury MCP Server

MCP server for Mercury Banking API that enables listing accounts and retrieving transactions via natural language.

Puch AI MCP Starter

A starter template with ready-to-use tools for job searching (analyze descriptions, fetch posts, search jobs) and image processing (convert to black & white), featuring bearer token authentication for use with Puch AI.

mcp-lock-manager

Provides file-level exclusive locking across multiple Claude Code instances to prevent edit conflicts when multiple agents edit the same project simultaneously.

MCP Server Zotero Dev

An MCP server that enables AI assistants to build, test, and debug Zotero 7/8 plugins through tools for UI inspection, JavaScript execution, and real-time log monitoring. It integrates with Zotero's Remote Debugging Protocol to provide rich context including screenshots, DOM access, and database querying.

Modular MCP

A proxy MCP server that manages multiple upstream MCP servers by grouping them and loading tool schemas on-demand, reducing LLM context usage.

pyBittle MCP Server

A Python server that enables remote control of Bittle robots via Bluetooth using the Model Context Protocol (MCP), allowing users to programmatically send movement and pose commands.

betting-brain-v3

Provides betting intelligence and analytics tools including exposure, CLV, sharp scoring, live betting, and Fantasy402 integration, running on Cloudflare Edge.

media-downloader

A multimedia downloading and conversion MCP server supporting YouTube, HLS streams, podcasts, and images, with features like batch downloads, subtitle extraction, format query, and whitelist management.

MemOS

MemOS (Memory Operating System) is a memory management operating system designed for AI applications. Its goal is: to enable your AI system to have long-term memory like a human, not only remembering what users have said but also actively invoking, updating, and scheduling these memories.

APITier MCP Server

About MCP server exposing 10 APITier utility APIs as AI agent tools — email/phone/VAT validation, UK postcodes, India pincodes, barcode/QR generation, data conversion

mcp-rag-local

Enables storing and retrieving text passages based on semantic meaning using local embeddings (Ollama) and vector storage (ChromaDB), allowing conversational memorization and retrieval of information.

web-fetch-mcp

An MCP server that provides web scraping and Bing search capabilities, supporting both static and dynamic content through Puppeteer. It allows AI assistants to extract page summaries, SEO metadata, and full text with automatic detection for headless browser rendering.

jiraxmcp

An MCP server for interacting with Jira Cloud, providing tools for issues, search, agile boards, comments, links, attachments, and webhook notifications.

MCP Brasil API

Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange rates, banks, and holidays via the Model Context Protocol.