Discover Awesome MCP Servers

logic-lab

A read-only reference server for 303 curated generative art algorithms implemented in Python (py5), spanning physics, fractals, cellular automata, shaders, and more. Agents can search by keyword, visual mood (ethereal, chaotic, crystalline…), or multi-layer artistic intent to discover algorithms, read structured summaries, and fetch bounded source snippets.

mcp-crc

Computes CRC-32 and Adler-32 checksums for UTF-8 text. Enables error-detection checksum calculations without any keys or network.

memex

Zettelkasten-based persistent memory for AI coding agents. Auto-saves atomic knowledge cards with \[\[bidirectional links]] after tasks and auto-recalls before new ones. No vector DB — plain markdown files with git sync. Works as Claude Code plugin or MCP server for Cursor, VS Code Copilot, Codex, and Windsurf.

Excel MCP Server

Enables reading and writing Excel files (text, formulas, and images on Windows) via MCP tools with pagination support.

fbbp-mcp-rag-server

An MCP-compatible retrieval server that exposes your private FBBP knowledge base to agents and AI IDEs.

pet-tools-mcp

Enables AI agents to code and debug Commodore PET software using the VICE emulator, with CLI and MCP tools for session control, screen reading, memory manipulation, and testing.

TNL

MCP server for TNL (Typed Natural Language): per-feature English contracts for AI coding agents. 6 tools — get_impacted_tnls, retrieve_tnl, trace, propose_tnl_diff, approve_tnl_diff, verify — let agents look up relevant contracts, propose contract edits, and verify implementations against them. Drop-in via npx typed-nl init for Claude Code, Codex, Gemini.

pplog MCP Server

Enables AI assistants to read, search, and post poems on pplog via the Model Context Protocol.

Conduit

One local gateway for all your MCP servers — shared by every AI coding tool (Claude, Cursor, VS Code, Codex). Set up each server once; keys stay in the OS keychain; lazy discovery keeps agent context small. Local-first, open source.

Mermaid Grammar Inspector

A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and providing comprehensive grammar checking capabilities

GitHub MCP Control Plane

Provides secure, controlled access to GitHub operations through the Model Context Protocol with enterprise-grade security features including secret detection, vulnerability scanning, rate limiting, and full audit trails. Supports repository management, file operations, branch creation, commits, and GitHub Actions workflows.

Research Paper Ingestion MCP Server

Enables searching, downloading, and analyzing academic papers from arXiv and Semantic Scholar to extract key insights and citation metrics. It facilitates autonomous knowledge acquisition by processing research findings and integrating them into persistent AI memory systems.

ndpsc-case-search-mcp

Provides programmatic access to North Dakota Public Service Commission case records, dockets, and documents. Users can search cases by jurisdiction or status and extract text directly from regulatory PDF filings.

Naver Mail MCP Server

An MCP server that enables users to interact with their Naver Mail account via the Model Context Protocol. It allows for seamless mail integration and management within MCP-compatible clients like Claude Desktop.

media2html

Converts images, videos, and audio into structured, cacheable HTML representations optimized for text-based LLM reasoning.

Basic MCP Server

A minimal Model Context Protocol server template demonstrating tools, resources, and prompts implementation. Built with Smithery SDK for quick MCP server development and deployment.

slackxmcp

Enables MCP-compatible clients to interact with Slack through Web API tools and subscribe to inbound Slack messages via Socket Mode notifications.

Sakila MCP Server

Enables natural language interaction with MySQL Sakila database through intent-based tools for movie search, customer management, rental operations, and business analytics without exposing database schema.

@sequel/mcp

Máy chủ cơ sở dữ liệu MCP cho Claude, Cursor và Windsuf

mcp-k8s

MCP k8s server

Security Detections MCP

Unifies 7,283+ detection rules from Sigma, Splunk ESCU, Elastic, and KQL into a single queryable interface via MCP, with a web dashboard and autonomous agent pipeline for detection engineering.

HealthCovered ACA MCP

Enables AI assistants to check ACA subsidy eligibility, get enrollment dates, and provide HealthCovered contact information for free assistance.

HR Assistant Agent

An MCP-powered HR management system that automates employee onboarding, leave tracking, meeting scheduling, and IT ticketing. It allows users to manage organizational workflows and administrative tasks through natural language interactions with Claude.

yandex-metrica-mcp

MCP server for Yandex Metrica — query your web analytics in plain language from Claude, Cursor, and other AI agents. Secretless one-command login (PKCE), read-only, TypeScript.

Ultra MCP

A Model Context Protocol server that exposes OpenAI and Gemini AI models through a single interface, allowing tools like Claude Code and Cursor to access multiple AI providers with built-in usage analytics.

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

mcp-server-demo

A Node/Express + PostgreSQL MCP server that exposes database-backed tools (list_cases, get_case, add_note) to AI clients, secured with bearer-token authentication.

fal

Enables MCP clients to run 600+ generative AI models from fal.ai, including image, video, audio, and text, with tools for synchronous and asynchronous execution, model catalog browsing, and schema inspection.

vnprices-mcp

An MCP server that provides Vietnamese financial market data through Claude Desktop, including historical prices, portfolio optimization, financial statements, and fund management.