Discover Awesome MCP Servers

Louvre MCP

A Model Context Protocol (MCP) server for interacting with the Louvre museum's collection

Weather Bot with OpenAI Agents SDK

Telegram bot using OpenAI Agents SDK and MCP Server.

RapidOCR MCP Server

A MCP server based on RapidOCR, providing an easy-to-use OCR interface.

Crossref MCP Server

A Model Context Protocol server that enables querying the Crossref API to search for academic publications by title, author, or DOI, returning structured metadata about scholarly works.

cve-search_mcp

A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.

StatSource

Enables LLMs to perform statistical analysis and generate ML predictions on user data from databases or CSV files through a Model Context Protocol server.

MCP Grareco

A MCP server that creates graphic recordings by converting websites or text input into visual summaries using different prompt styles (standard, elementary, timeline).

MCP Server for Paper Analytical Devices (PAD)

A Python MCP Server for Paper Analytical Devices (PAD)

Sourcesage

SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.

MLflow MCP Server: Natural Language Interface for MLflow

A natural language interface for MLflow that allows users to query and manage their machine learning experiments and models using plain English through the Model Context Protocol.

Moneybird MCP Server

A Model Context Protocol server that connects AI assistants like Claude to Moneybird accounting software, enabling management of contacts, financial data, products, and business operations through natural language.

Structured Thinking MCP Server

A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatically construct mind maps to explore an idea space, with enforced "metacognitive" self-reflection.

cognee-mcp-server

Mirror of

Plane MCP Server

A Model Context Protocol server that enables LLMs to interact with Plane.so, allowing them to manage projects and issues through Plane's API for streamlined project management workflows.

ExploitDB MCP Server

A Model Context Protocol server that enables AI assistants to search and retrieve information about security exploits and vulnerabilities from the Exploit Database, enhancing cybersecurity research capabilities.

MCP AI Infra Real Time Agent

Developed an MCP-based AI infrastructure enabling real-time tool execution, structured knowledge retrieval, and dynamic agentic interactions for AI clients like Claude and Cursor.

OpenAI Speech-to-Text transcriptions MCP Server

A MCP server that enables transcription of audio files using OpenAI's Speech-to-Text API, with support for multiple languages and file saving options.

TxtAI Assistant MCP

Model Context Protocol (MCP) server implementation for semantic search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities. You can use Claude and Cline AI Also

Awesome MCP Servers

Awesome MCP Servers - A curated list of Model Context Protocol servers

StrongApps_MCPE_servers

Mirror of

Sequential Thinking MCP Server

An MCP server that enables dynamic, reflective problem-solving by structuring thought processes and automatically logging each session to Recall.

Shodan MCP Server

Provides access to Shodan API functionality, enabling AI assistants to query information about internet-connected devices for cybersecurity research and threat intelligence.

Enhanced Gmail MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with Gmail through natural language, providing comprehensive email management capabilities including sending, reading, organizing, searching, and managing drafts and labels.

Gemini Image Generation MCP Server

A Model Context Protocol server that provides image generation capabilities using Google's Gemini 2 API, allowing users to generate multiple images with customizable parameters like prompts, aspect ratios, and person generation settings.

Agora MCP

An MCP server that connects AI assistants to SearchAgora, enabling users to search for, discover, and purchase products across the web through natural language conversations.

AniList

AniList MCP server for accessing AniList API data

ElevenLabs Scribe MCP Server

Model Control Protocol (MCP) server for ElevenLabs Scribe ASR API

AWorld

Build, evaluate and run General Multi-Agent Assistance with ease

Mem0

A bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.