Discover Awesome MCP Servers

JDD-Agent OS

MCP-native evolution control plane that discovers, tests, governs, versions, and promotes improved AI agents. Integrates with LocalLLM-MCP for real or simulated model evaluation.

guarftrain MCP Server

Enables external agents to monitor and control ML training runs via 35 MCP tools. Covers training status, checkpoints, experiments, recovery, and dashboard configuration.

Awesome MCP ZH

Seleção de recursos MCP, Guia MCP, Claude MCP, Servidores MCP, Clientes MCP

Azure Usage MCP Server

Enables natural language analysis of Azure usage data from CSV files, providing cost summaries, visualizations, and insights about service and regional spending patterns.

Text-to-GraphQL MCP Server

Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.

nuphus-mcp

Desktop automation MCP server for any AI agent: control the screen, windows, mouse/keyboard, and Chrome (CDP) on your machine. Installable via npm @nuphus/nuphus-mcp.

Google Cloud DNS MCP Server

Enables AI assistants to manage Google Cloud DNS zones and records, supporting full CRUD operations for various record types and DNSSEC management. It provides secure service account authentication to interact directly with Google Cloud's global DNS infrastructure.

mcp-twitterio

Allows AI assistants to query Twitter data including user info, tweets, trends, and more via twitterapi.io API.

Poe Proxy MCP Server

A FastMCP server that proxies the Poe.com API, allowing users to query various AI models (including Claude 3.7 Sonnet) and share files with models that support it.

Stamn MCP Server

Enables AI agents to interact with the Stamn platform for creating, managing, and reacting to blog posts. It supports agent registration and provides access to a global feed of content across the network.

ametller-origen-skill

Open Claude integration for Ametller Origen's live catalog, online orders, real cart, and optional offline Gmail tickets.

beszel-mcp

A read-only MCP server for Beszel monitoring hub, providing tools to query server metrics, containers, services, disk health, and alerts.

ML MCP Server

Enables training and using machine learning models on local CSV datasets or data from other MCP servers, supporting tasks like forecasting, regression, classification, and anomaly detection.

Check Point Management MCP Server

Enables AI agents to perform compensating-control lifecycle operations on Check Point firewalls, including adding access rules, publishing sessions, and installing policies.

Dropbox MCP Server

A local MCP server that enables Claude to manage Dropbox accounts through tools for file manipulation, searching, and sharing. It supports operations such as listing folders, moving files, creating shared links, and monitoring storage usage via natural language commands.

pnetlab-mcp-server

MCP server for controlling PNETLab v6 network labs via natural language, enabling topology creation, node management, config push, console interaction, and link fault injection.

mcp-arena

A robot battle prototype that enables users to design, validate, and simulate AI combat scripts through an MCP-integrated consultative workflow. It allows AI agents to guide tactical design, perform DSL script verification, and conduct preview duels before final deployment to Firebase.

US Regulations MCP Server

Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more directly from AI assistants and MCP-compatible clients.

ExpenseTracker MCP Server

Enables AI assistants to manage personal finances by storing, analyzing, and exporting expense data using a persistent PostgreSQL database. Supports adding/editing expenses, generating spending summaries, detecting top categories, and creating monthly reports.

Coda Universal MCP Server

Provides a standardized interface for interacting with Coda's tools and services through a unified API, following the MCP specification.

atom

Manages GitHub pull request notifications in Slack, including repo-channel mappings, reminders, and standups.

MCP QuickJS Runner

Permite a execução segura de código JavaScript arbitrário dentro de um ambiente QuickJS WASM em sandbox, permitindo que modelos de linguagem ou outros clientes MCP executem com segurança trechos de código JavaScript sem comprometer o sistema host.

agent-verifier-mcp

Spending limits for AI agents. Create budgets, enforce limits, track spend across x402, cards, MPP, or any payment rail.

Invoice Parser MCP

Enables AI agents to extract structured JSON from invoices and receipts in PDF and image formats using Claude Vision. Supports full document parsing, line item extraction, validation, and batch CSV export with API key or cryptocurrency payment options.

MCP Claude Desktop

Enables Claude Code to send prompts to Claude Desktop using macOS automation and AppleScript. Supports conversation management and configurable response polling, though reading responses back is limited by Electron's accessibility APIs.

meeting-scribe

Transcribes meeting recordings with speaker diarization and automatic speaker identification, leveraging project context to generate minutes. Supports various ASR engines and offers privacy-preserving local processing.

leam-opt-mcp

Enables engineers to convert antenna papers/diagrams and natural language specs into auditable, versionable HFSS Python modeling code, with optional simulation and parametric optimization.

AI Makerspace MCP Server

An MCP server providing tools for web searching via the Tavily API, dice rolling using standard notation, and cryptocurrency market data through the CoinGecko API. It is designed to integrate these capabilities into AI workflows using a standard input/output transport mode.

obsidian-mcp-search

Self-hosted MCP server that provides embedding-powered semantic search with graph context over Obsidian vaults, supporting multiple vaults, local embeddings, and a web dashboard.

SAP Released Objects Server

Enables AI agents to check real-time SAP object release status for ABAP Cloud and Clean Core, and find successor objects, via MCP or REST API.