Discover Awesome MCP Servers

nl2sql-mcp

A production-ready MCP server that transforms natural language into safe, executable SQL queries with multi-database support and intelligent schema analysis.

singlefile-mcp

An MCP server for intelligent web content extraction from JavaScript-heavy sites using single-file and trafilatura. It enables AI agents to fetch, render, and paginate through clean article content and metadata.

mesa-mcp

Enables agents to query a read-only ledger of machine payments, exposing tools for spending totals, purchases with event chains, verdicts, payer passports, and fiscal reporting data.

SVG Converter Tools MCP

Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with optimized Chinese character rendering. Supports single file, batch, and string-based conversions using multiple rendering engines including Cairo, SVGLib, and PIL.

excel-mcp-server

Enables AI assistants to automate Microsoft Excel tasks such as reading/writing cells, formatting, creating charts, and managing sheets through natural language using the Model Context Protocol.

MemeStack MCP

MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (memes, infographics, charts, visual explainers) ranked by Lightning zaps. 19 tools, 6 prompts, 3 resources. Every response includes ready-to-paste citation blocks (markdown / HTML / plain). Free, no auth: https://mcp.memestack.ai/mcp

cognition-wheel

Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthesizing their responses using anonymous analysis to reduce bias, providing a comprehensive answer.

mcp-guide

Enables AI agents to access and manage project guidelines, documentation, and context through a structured content system with template support and workflow management.

Nightman

MCP server for hunting bugs in Python functions via adversarial input generation and minimized regression tests.

Omni-MCP

A universal resource server that enables AI models to mount local folders, scrape web pages into Markdown, and query SQLite databases without writing code. It features a real-time TUI dashboard and persistent configuration for managing diverse knowledge sources.

tg-mcp-tools

A local MCP server for Cursor and Claude Desktop that reads Telegram subscriptions over MTProto and exposes channel posts for digests and natural-language queries.

MCP Product Development Lifecycle Server

Enables AI agents to track and manage product development projects through structured 7-phase lifecycles with sprint tracking, role-based collaboration, and multi-project support. Provides phase management, progress tracking, and team coordination tools for complete product development workflows.

jlab-mcp

An MCP server that enables LLMs to execute Python code on GPU-accelerated compute nodes within SLURM-managed HPC environments. It bridges local clients to remote clusters by launching JupyterLab sessions via SLURM jobs to facilitate high-performance notebook-based computation.

mydata-mcp

Read-only MCP server for the Greek AADE myDATA e-books API, enabling natural language queries about invoices, income, and expenses with decoded bilingual labels.

Roo Code Memory Bank MCP Server

Enables AI assistants to maintain persistent project context across sessions by storing and retrieving structured information in markdown files organized in a memory bank directory.

AgentScore

Provides trust and reputation tools for AI agent wallets within the x402 payment ecosystem and ERC-8004 agent registry. It enables users to perform wallet reputation lookups, real-time risk assessments, and browse registered agents.

CivNode MCP Server

MCP server for CivNode, an AI-powered creative writing platform. Provides 263 tools for writing, world-building, entity exploration, and platform administration.

MiSTerClaw

MCP remote control for MiSTer-FPGA. Launch games, search ROMs, take screenshots, auto-discover 70+ retro gaming systems. Single Go binary, zero dependencies.

Favorites MCP

Enables AI agents to organize and manage Chrome/Edge bookmarks through natural language, with user-controlled permissions, privacy filters, and safety mechanisms.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the web for information using natural language queries. Demonstrates MCP server implementation with stdio transport mode for integration with LLM applications.

steam-mcp

Exposes Steam Web API tools as MCP resources for Claude Code, Claude Desktop, and Gemini CLI, enabling profile lookups, game searches, achievement tracking, and more.

Unsloth session memory MCP

A read-only MCP server that lets Unsloth Studio retrieve earlier local chat sessions from its SQLite database, providing tools to list, get, recall, and search sessions while excluding system messages and redacting sensitive patterns.

amazing-marvin-complete-mcp

An MCP server that exposes the full Amazing Marvin public API (34 tools across ~31 endpoints) so assistants can manage tasks, habits, time blocks, reminders, and reward points through natural language.

SpeakUp MCP Server

An MCP server that gives Claude Code text-to-speech capabilities with support for multiple simultaneous instances, message queuing, and a web UI for monitoring.

smart-coding-mcp

Enables AI assistants to perform intelligent semantic code search across codebases using local AI embeddings for meaning-based retrieval.

Registradores (ARISP) Certidão: Novo Pedido de Certidão Digital

MCP server that enables querying official Registradores (ARISP) digital certificate requests through a single read-only tool, with prepaid per-use pricing and no platform credentials required.

train-mcp-server

Enables querying train and high-speed rail schedules, durations, and seat availability between Chinese stations using 12306 data, with automatic fallback to simulated data when the API is rate-limited.

Skippr Extension MCP Server

Enables AI coding agents to discover, understand, and fix product issues (UX inconsistencies, accessibility violations, quality problems) identified by Skippr's browser extension through natural language commands.