Discover Awesome MCP Servers

NLSQL MCP Server

A Node.js package that provides a Model Context Protocol server for converting natural language questions into SQL queries using AI-powered multi-agent systems.

tok_mcp

A specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.

Self-Improving Memory MCP

Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.

Google Workspace MCP Server

Comprehensive integration with Google Workspace services (Gmail, Calendar, Sheets, Docs, Drive) plus local storage for job tracking and a personal memory system for storing user preferences, behaviors, and goals.

Shodan MCP Server

Integrates Shodan search capabilities into MCP-compatible applications for discovering internet-connected devices. Enables domain searches, IP lookups, and advanced queries to identify exposed services, infrastructure mapping, and security analysis.

MCP Audio Transcriber

A portable, Dockerized Python tool that implements Model Context Protocol for audio transcription using Whisper models, featuring both CLI and web UI interfaces for converting audio files to JSON transcriptions.

MCP Server with OpenAI Integration

Enables automatic weather information retrieval through a custom MCP server integrated with OpenAI using Cloudflare tunnels. Demonstrates seamless function calling between OpenAI and custom MCP tools without manual intervention.

Adobe Experience League MCP Server

Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.

Temporal Awareness MCP Server

A Model Context Protocol (MCP) server that provides AI agents with comprehensive temporal awareness and time calculation capabilities.

mcp-oda

An MCP server for programmatically interacting with the Oda grocery shopping platform. It enables users to search for products, browse results, and manage their shopping cart contents through natural language.

minio_mcp

A FastMCP-based server that enables uploading text and base64-encoded content to MinIO object storage through an HTTP transport. It supports automated bucket management and secure file path generation to streamline remote storage operations.

Bloodhound-MCP

Here are a few possible translations, depending on the specific context you're looking for: **More literal translations:** * **Server MCP untuk API Bloodhound:** This is a fairly direct translation and understandable. * **Server MCP untuk API BloodHound:** Keeping "BloodHound" capitalized is also common. **More descriptive translations (if you want to be clearer about the purpose):** * **Server MCP untuk mengakses API BloodHound:** (Server MCP for accessing the BloodHound API) * **Server MCP yang menggunakan API BloodHound:** (MCP server that uses the BloodHound API) * **Implementasi server MCP untuk API BloodHound:** (MCP server implementation for the BloodHound API) - This is more technical. **Which translation is best depends on the context. If you're just talking about a server, the first two options are fine. If you're describing what the server *does*, the more descriptive options are better.**

HK Prompt MCP Server

An MCP server that provides custom prompts for guiding bot interactions, specifically to avoid using brackets in descriptions.

Jana MCP Server

Provides natural language access to environmental data including air quality measurements, greenhouse gas emissions, and facility records. It enables users to perform geographic searches, trend analysis, and proximity-based queries using data from sources like OpenAQ and Climate TRACE.

Node.js MCP Server

A comprehensive MCP server that enables file operations, mathematical calculations with unit conversions, and system information retrieval. Provides secure access to local file system, calculator functions with statistics, and system monitoring capabilities.

OpenAI Server

Langsung kueri model OpenAI dari Claude menggunakan protokol MCP.

BasedAgents

AI agent identity and reputation registry. Ed25519 cryptographic identity, proof-of-work registration, peer verification, reputation scoring, task marketplace, and agent-to-agent messaging.

Fetch MCP Server

Enables fetching and processing web content by retrieving URLs and converting HTML to markdown format. Supports chunked reading of webpages and both local (stdio) and HTTP transport modes with optional authentication.

PowerBI Analyst MCP

Connect Claude to your Power BI semantic models. Browse workspaces, tables, and measures, run DAX queries, and get results — with large datasets automatically saved to local CSV files to protect the LLM context window. Includes a query history log for cross-session reuse and auditability.

Super Secret MCP Server

A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generate random US State and signature soup combinations through a fun and simple tool.

OpenAlex Research MCP Server

Provides access to OpenAlex's catalog of 240+ million scholarly works through 18 specialized tools for conducting literature reviews, analyzing citations, tracking research trends, and mapping the scholarly landscape including authors, institutions, and collaboration networks.

musclesworked-mcp

An MCP server that provides access to detailed exercise-to-muscle mapping data for over 320 exercises and 65 muscles. It enables users to analyze workout coverage, find exercise alternatives based on muscle overlap, and search for specific exercise activation data.

Workato MCP Server

Server Protokol Konteks Model yang menyediakan interaksi tanpa hambatan dengan API Workato melalui alat AI khusus, memungkinkan pengelolaan resep, koneksi, konektor, folder, dan log aktivitas.

Instagram MCP Server by CData

Instagram MCP Server by CData

ReciMCP

A lightweight Python-based MCP server for managing recipes and favorite collections. It provides a structured service-style layout to handle recipe business logic, persistence, and external client interactions.

Deebo: Autonomous Debugging Agent MCP Server

Agen debugging otonom server MCP