Discover Awesome MCP Servers

OpenAI Token Manager MCP

Provides intelligent OpenAI API token management with automatic switching between model tiers when usage limits are reached. It enables users to track daily token consumption, estimate costs before making calls, and manage project-specific usage data.

Scrooge

Provides AI coding agents with pre-edit situational awareness by combining structural call graphs and co-change history to prevent incomplete edits. It surfaces files that historically change together, reducing missed coupled modules.

validador-pedidos-gocase

MCP server that validates orders from a spreadsheet, rejects inconsistent ones with explanations, prioritizes valid orders by deadline urgency, and attempts automatic AI recovery of rejected orders.

AdsAgent — Paid Ads MCP

Public tri-channel AdsAgent plugin: Meta, Google Ads, and TikTok hosted MCP URLs via OAuth, plus agent skills for insights, templates, and prepare/confirm writes.

Claude MCP Data Engineer Server

Provides specialized tools for data engineering tasks like SQL formatting, dbt model generation, and Snowflake table creation. It enables users to analyze CSV data, validate pipeline configurations, and summarize ETL lineage through natural language.

BPMN-MCP

An MCP server that enables AI assistants to programmatically create, modify, and export BPMN 2.0 workflow diagrams. It supports managing various process elements and sequence flows while providing export capabilities to standard XML and SVG formats.

Agora MCP Server

Provides AI agents with tools to interact with the Agora prediction market, allowing them to register, trade shares, and create new markets. It enables agents to manage their portfolios and earn reputation through accurate predictions across various categories.

MCP Security Tools Suite

Enables ethical security testing and attack surface management through SSL certificate validation, CVE queries, subdomain enumeration, security header analysis, and comprehensive reconnaissance capabilities. Designed for authorized penetration testing workflows with responsible disclosure practices.

MCP Codex Worker

Enables Codex to delegate bulk code reading, patching, and testing to an async worker using cheaper AI models, while receiving compact results.

mingtu-ai

An AI apprentice system that allows users to train AI through demonstration, correction, and review, with structured task execution and emphasis on packaging design workflow.

DoableClaw Research

AI research on companies and industries — one MCP tool per research domain.

cdisc-mcp

Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Terminology as tools for AI assistants via the CDISC Library API. It enables users to search standards, retrieve domain variables, and access codelist definitions to facilitate clinical research data management.

safe-postgres-mcp

A zero-config, read-only PostgreSQL MCP server that enforces read-only access at the database level using READ ONLY transactions, allowing AI agents to safely explore schemas and run SELECT queries without risk of mutation.

Maître d'MCP

An MCP server for restaurant discovery and booking across Resy and OpenTable via natural language. It integrates Google Places data with dietary preferences, visit history, and weather awareness to provide personalized dining recommendations and group reservation management.

FiftyOne MCP Server

Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.

Jokes MCP Server

A Model Context Protocol server that delivers various categories of jokes (Chuck Norris, Dad jokes, etc.) when integrated with Microsoft Copilot Studio or GitHub Copilot.

Infer MCP Server

Enables remote command execution via SSH and database queries through PostgreSQL connections. Supports classifier training orchestration with configurable SSH profiles for AI-assisted infrastructure management.

MCP Kafka Schema Reg

A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry.

Petfinder MCP Server

Single-file HTTP MCP server for Petfinder's API to find adoptable pets and animal welfare organizations, with automatic OAuth token management.

Cemig: Download de Contas para Profissionais

MCP server for professionals to consult and download Cemig electricity bills from official sources, with prepaid credit per query. Read-only and works with any MCP client over HTTP.

Stitch MCP

A universal MCP server for Google Stitch that enables AI-powered UI/UX design generation by extracting design context and metadata from existing screens. It allows users to fetch screen code and images to create consistent, styled UI components across multiple projects.

InkPaw

Enables AI agents to generate, edit, validate, and render Word documents programmatically via MCP, ensuring correct OOXML structure and style.

dokploy-logs

Enables reading Docker container logs and stats from remote servers via SSH, supporting container listing, log retrieval, stats, inspection, and Docker Compose logs.

aggregator-mcp

Aggregates personal data from multiple sources (Claude Code sessions, GitHub, Dropbox, etc.) into a searchable SQLite store and exposes query capabilities via FastMCP for models.

pmgs-reference

Provides read-only access to JPO Patent Map Guidance System classification records via SQLite, enabling lookup, lexical search, and document retrieval through stdio MCP tools.

mcp-hs4

MCP server for controlling HomeSeer HS4 with safe, auditable, and guarded write operations.

MCP Server Project

A template/boilerplate MCP server for building custom tools and integrations that enable seamless connections between AI applications and external data sources.

video-editor

MCP server for OmniCut that provides 29 deterministic video editing tools (trim, transition, render, etc.) for AI agents to drive the video editor end-to-end.

GitHub URL MCP Server

An MCP (Model Context Protocol) server for handling GitHub URLs with validation and parsing capabilities. This server provides tools to convert between GitHub repository information and URLs, with intelligent validation to distinguish between public repositories, private repositories, and non-exist

context-book

Provides AI agents with a persistent, searchable knowledge library via MCP tools, allowing them to create books, manage pages, perform semantic search, and retrieve usage guides.