Discover Awesome MCP Servers

Harness MCP Server

An MCP server that gives AI agents full access to the Harness.io platform through 11 consolidated tools and 207 resource types.

Backtesting Arena

Daily Bitcoin/crypto cycle scoring, on-chain indicators, strategy insights, on-demand backtests. Bearer + x402 pay-per-call

Redmine MCP Server

Connects to Redmine, enabling LLMs to manage projects, issues, timesheets, and time logs via MCP.

Ripplecheck MCP Server

Ripplecheck is a counterfactual schema migration compiler powered by the DataHub MCP Server. Paste breaking warehouse DDL and it projects the metadata graph, proves a bounded release policy, routes an executable migration DAG to owners, writes a hash-sealed decision capsule back to DataHub, and generates a merge-ready PR evidence pack.

daily-hot-mcp

MCP server for fetching daily hot lists from 30+ sources with built-in caching and batch requests.

Content Server

Stores Organizations content

Zooza MCP Server

An open-source Model Context Protocol (MCP) server that connects Claude, ChatGPT, and other AI assistants directly to your Zooza account. Natural language scheduling, attendance tracking, and class management — no dashboard required.

trove-mcp

Enables users to search and analyze academic papers from multiple sources, fetch metadata and full text, and build structured outputs like literature maps and paper comparisons.

grafana-cursor-mcp

Query Grafana logs, metrics, and dashboards from Cursor. Enables the AI to call your Grafana instance via tools without leaving the editor.

Gelbooru MCP

A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatible client (Claude Desktop, Cursor, etc.) to search posts, look up tags, and generate Stable Diffusion prompts from real character appearance data — all directly from your AI assistant.

OpenCRAVAT

Annotate variants by with a deep and rich set of data. Can annotate: genetic change, rsID, CAid, HGVS (g./c./p.), protein change.

Savage in a Suit MCP Server

Enables Claude to directly manage the Savage in a Suit website through 31 tools for pages, events, members, testimonials, podcast episodes, and site content, with all changes logged.

CutPilot

Local-first AI video editing engine controlled by MCP-compatible AI hosts, enabling AI to inspect footage, propose edits, modify multitrack projects, and render locally while keeping user control.

Kite Connect MCP Server

Provides tools for basic calculations and greetings, as well as placing real Kite Connect stock orders on NSE through buy_stock and sell_stock tools.

RCP-1

RCP-1 is an enterprise-ready MCP server that connects AI assistants to SAP ABAP systems via the ADT REST API, with built-in security, access controls, and deployment options for BTP or on-premise.

kintone MCP Server (Python3)

Enables AI assistants to interact with kintone data by providing comprehensive tools for record CRUD operations, file management, and workflow status updates. It supports secure authentication and automatic pagination to handle large datasets efficiently through the Model Context Protocol.

Google Docs MCP Server

Enables AI assistants to create, read, edit, and manage Google Docs and Drive files with support for formatting, comments, tables, images, and bulk operations.

cobroya

Connects AI agents to Mercado Pago, the leading payment platform in Latin America. Create payment links, search payments, get payment details, issue refunds, and retrieve merchant info.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, review discussions, view pipeline test results, search by branch, and respond to comments through natural language.

gdocs-mcp-server

Enables reading, editing, and rewriting Google Docs documents with tools that support full content replacement, appending, heading-based insertion, and style-preserving rewrites.

Agent MCP BrightData

An intelligent agent using the Model Context Protocol to iteratively explore and analyze websites in a structured way, with built-in duplicate protection and conversational interface.

SeenRelay

Enables AI agents to check and contribute recent observations of source-backed facts, reducing redundant revalidation of unchanged information.

SpectraMCP

Exposes spectral analysis and radar DSP primitives (FFTs, STFT spectrograms, 2D Range-Doppler processing, CA-CFAR detection, MVDR beamforming, Kalman tracking) as callable MCP tools for AI agents, running hardware-free on signal files.

YouTube Comments MCP Server

Automates reading and replying to YouTube comments using the YouTube Data API v3. It handles moderation and auto-reply for simple comments while drafting responses for questions.

leafengines-mcp-server

Agricultural intelligence MCP server providing soil analysis, crop recommendations, weather forecasts, and environmental impact assessment.

mysql-mcp-zag

Enables SQL query execution and database structure browsing via MCP tools and resources.

csv-to-json

Enables AI agents to convert CSV text into JSON arrays with automatic delimiter detection and optional header-row handling, accessed through a pay-per-call x402 micropayment API.

Auto dev

Automotive Data for AI Agents

kube-assistant-mcp

MCP server that connects LLMs to Kubernetes clusters for troubleshooting, scanning failing pods, diagnosing root causes, and applying guarded fixes or generating manifests via natural language.