Discover Awesome MCP Servers

af-jupyterlab-mcp

Enables users to create, inspect, list, and delete per-user JupyterLab servers on the UChicago ATLAS Analysis Facility Kubernetes cluster, with GPU availability and supported image listing tools.

🤖 Laravel Vibes

A Laravel package for implementing the Machine Control Protocol (MCP) server

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ai generate tableau file

Expense Tracker MCP

Enables expense tracking through the Model Context Protocol, using FastMCP for easy setup and testing via MCP Inspector.

MCP Login Server

Provides automated login functionality for localhost web applications using predefined credentials, designed to work with browser automation tools like the Playwright MCP server.

anndata-mcp-workshop

Enables interaction with AnnData objects via the Model Context Protocol, allowing querying and manipulation of annotated data matrices for single-cell genomics.

cafci-mcp

MCP server for querying and managing daily yield data of Argentine FCI funds (Fima and Pionero families) via CAFCI, with tools for backfilling, ranking, and series retrieval.

DBHub Analytics

Universal Database MCP Server enabling AI assistants to connect and query multiple databases including Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB through a unified interface.

MCP Server.exe

A powerful executable server for running Model Context Protocol services that supports tool chain execution, multiple MCP services management, and a pluggable tool system for complex automation workflows.

Massdriver MCP Server

A Model Context Protocol server for Massdriver that enables AI assistants to manage infrastructure platform resources like projects, environments, deployments, policies, and more. It provides 106 tools and supports stdio or HTTP transports.

Alpaca Trading Bot MCP Server

Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watchlist, checking market hours, and placing simulated trades.

slop-eval

MCP server wrapping the slop-eval CLI as a single generic run tool for genericness scoring of AI-generated UI output.

fzf MCP Server

Enables fuzzy file searching, list filtering, and content searching using fzf's blazing-fast fuzzy matching algorithm. Self-contained with automatic fzf binary installation and cross-platform support.

Laravel MCP (Model Context Protocol)

A package for developing MCP Servers with Laravel.

Agent Lab

Run and test agentic systems in isolated Docker sandboxes, varying system prompts, models, and task prompts while capturing full behavior traces via MCP tools.

RHOAI MCP Server

An MCP server that enables AI agents to interact with Red Hat OpenShift AI environments, providing tools for project management, workbench operations, model serving, and more.

DSR MCP Server

Provides AI assistants with tools to query, manipulate, and analyze Deep State Representation (DSR) graphs for robot perception and scene understanding.

ondc-mcp

Enables ONDC compliance automation by providing tools for managing sessions, flows, records, and forms. Supports stateless, horizontally scalable MCP over stdio and Streamable HTTP.

QualityPilot

Enables querying quality procedures in natural language, retrieving relevant passages via RAG, and calculating supplier KPIs such as PPM and non-conformity rates through MCP-exposed tools.

desktop-control-mcp

MCP server for Windows desktop automation. It provides mouse, keyboard, screen capture, and AI-driven UI element detection via OmniParser.

LIMU Portal MCP

MCP server for LIMU Portal that provides read-only and controlled write access to operational and finance data, including clients, cargo, shipments, budgets, requisitions, payment vouchers, and reports.

MCP Server Gemini

A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.

Magestack

Local MCP server that ingests MageOS, Hyvä, and Satoshi documentation, indexes it in SQLite/FTS5, and exposes 60 specialized tools for Claude Desktop, VS Code, and other MCP-aware hosts.

Tickerr — Live AI Tool Status & API Pricing

Real-time status monitoring, uptime tracking, incident history, and API pricing for 42+ AI tools including ChatGPT, Claude, Gemini, Cursor, GitHub Copilot, Perplexity, DeepSeek, and Groq. No API key required. Data updated every 5 minutes from independent monitoring infrastructure.

Telnyx MCP Server

Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs to manage phone numbers, send messages, make calls, and create AI assistants. Includes webhook support for real-time event handling and comprehensive tools for voice, SMS, cloud storage, and embeddings.

Odoo MCP Server

Enables interaction with Odoo ERP systems, providing tools and resources to access models, records, and methods via stdio or HTTP streamable transport.

MCP Server for FTP Access

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Tribunal TRF3: Processo

Read-only MCP server providing official TRF3 court process consultation via a single pay-per-use tool.

Local Workspace MCP Manager

Enables ChatGPT Web Developer Mode to securely read, search, list, and edit files inside user-approved local folders, and optionally run approved developer commands on the user's Windows machine.