Discover Awesome MCP Servers

nutrients-mcp

Give your AI assistant the ability to analyze food images and look up nutrition data for any food — calories, macros, vitamins, minerals, allergens, and dietary flags in under 1 second — powered by TastyAPI. Much faster and more accurate than Gemini and GPT-4 Vision (4-10 seconds).

sinhala-mcp

Translates Sinhala or Singlish instructions into precise English technical specifications using Google Gemini AI, enabling Sinhala-speaking developers to code in their native language.

Jenkins MCP Server

Enables Jenkins CI/CD integration with job management, pipeline monitoring, artifact handling, and batch operations via MCP.

DM3 MCP Server

An MCP server for the DM3 game engine that enables AI assistants to create, build, and run game projects, generate components, query documentation, and validate code.

Qwen3 MCP Server

Multi-model MCP server enabling code generation, visual analysis, and complex reasoning via Qwen3 models.

worklab-tools

MCP server for personal knowledge management providing AI-powered tools for semantic search, audio transcription, image generation, and PPT creation.

Gemini Agent MCP Server

Provides a Model Context Protocol interface to the Gemini CLI, enabling AI agents to call the Gemini model and interact with development tools like code linting, GitHub operations, and documentation generation. Includes security measures to prevent unauthorized file access through path validation.

postgres-mcp

A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude Code, and any MCP-compatible AI agent.

MCP Codebase Index

Enables semantic search across your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage. Supports 15+ programming languages with smart code chunking and real-time file change monitoring.

mcp-server-go-quality

One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnostic\[] array with consistent file:line:column navigation, parallel execution, and zero-config auto-install - for golang development.

LifeLogMCP

An MCP server for reading Obsidian Daily Notes and listing incomplete tasks from the Daily Note's task list, enabling natural language queries of daily logs and remaining tasks.

lemgen-ai-design-mcp

Turns AI coding agents into visual creative assistants by providing a curated prompt gallery, prompt enhancement, and image/video generation via LemGen, with free inspiration tools and optional token-based generation.

google-docs-mcp

MCP server for Google Docs integration with comprehensive document operations support, batch processing, and efficient content management.

hospitalverse-mcp

Enables management of hospital operations through MCP tools for bed allocation, staff assignment, equipment tracking, and event simulation, with conflict resolution and live audit trail.

AudacityMCP

Enables AI assistants to control Audacity for real-time local audio editing, mastering, and transcription through over 90 specialized tools. It allows users to perform complex audio processing tasks like noise reduction and podcast cleanup using natural language commands.

x402 Ads MCP

x402 Ads lets AI agents buy and verify ad placements with per-request USDC payments. Agents can discover inventory, submit campaign context, receive structured placement options, and pay through x402 without API keys or accounts. Built for autonomous promotion, attribution, and pay-per-action agent commerce.

MCP AgentRun Server

Enables safe Python code execution in isolated Docker containers through the AgentRun framework. Provides automatic container lifecycle management and comprehensive error handling for secure and reproducible code execution.

marktplaats-mcp

Enables AI assistants to search and view advertisements on Marktplaats.nl with extensive filtering options.

mcp-server-gpt-chat

MCP server for OpenAI ChatGPT API. Enables chat completions, vision analysis, embeddings, and model listing through natural language.

Solana DeFi Analytics MCP Server

Provides comprehensive analytics and insights for Solana wallets and their DeFi activities, including transaction tracking, DeFi position monitoring, risk profiling, and strategy recommendations.

Access and SQLite MCP Server

Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

Ethereum RPC MPC Server

An MCP server that bridges AI models with Ethereum blockchains via all JSON-RPC calls, enabling natural language queries for block numbers, balances, transactions, and smart contract data.

MCP-WHATSAPP-EVO

Exposes the full WhatsApp API via Evolution API, enabling message sending, chat history, group management, and more through MCP tools.

MCP Demo Server

A demonstration server based on Model Context Protocol (MCP) that showcases how to build custom tools for AI assistants, providing mathematical calculation and multilingual greeting capabilities.

TutorClaw MCP

An MCP server that transforms OpenClaw into a programming tutor using PRIMM-Lite pedagogy, with tools for learner management, content delivery, code execution, and Stripe-based tier upgrades.

Datawrapper MCP

An MCP server that enables AI assistants to create, update, and publish Datawrapper charts through natural language. It provides tools for data synchronization, visual configuration, and retrieving chart images or editor links.

Xledger MCP Server

Provides read-only access to Xledger accounting data via GraphQL API for querying invoices, balances, projects, timesheets, and more.

Flux Memory

Flux Memory is an MCP server that provides a self-organizing weighted graph memory for AI agents, enabling persistent knowledge storage, retrieval, and feedback-based learning.

dingdawg-agent-wallet

Provides MCP tools to enforce spend policies (allow, deny, step-up, allowlist) on agent wallets with an immutable audit trail.

pegcheck

Enables AI agents to verify Robinhood Stock Token prices against real market prices before trading, providing a fair-price verdict based on onchain and reference data.