Discover Awesome MCP Servers

iroha for Notion

Persists Claude Code sessions to Notion as team memory, enabling queryable recall of decisions, work state, and project architecture.

xugu-mcp

A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM provider integration, and natural language to SQL capabilities.

Glygen MCP Server

MCP server that enables querying GlyGen for summaries of proteins, glycans, sites, biomarkers, and diseases.

MCP Content Curation Server

A Model Context Protocol server that provides AI-driven tools to categorize, tag, and optimize educational content using GPT-4.

Thought Space - MCP Advanced Branch-Thinking Tool

An MCP tool enabling structured thinking and analysis across multiple AI platforms through branch management, semantic analysis, and cognitive enhancement.

Précis-MCP

Read-only MCP server for FP&A & management reporting — governed metrics, financial statements and drill-down over a SQL semantic layer. Your own financials on your own warehouse, not market data. Open core of Précis. (metric engine · ClickHouse · OIDC · Docker)

@veeemlab/itglue-mcp

An MCP server for IT Glue that provides 56 tools for managing organizations, configurations, passwords, documents, flexible assets, contacts, locations, users, groups, attachments, related items, and bulk operations, with built-in rate limiting, caching, and security guards.

Python MCP All-in-One

A learning MCP server providing tools for OS info, file operations, weather, SQLite queries and resources for documentation and user profiles.

Tavily Web Search MCP Server

Enables web search capabilities through the Tavily API, allowing users to search the internet for information using natural language queries. Serves as a demonstration and educational project for building MCP servers with external API integrations.

cura-mcp

Enables AI agents to slice 3D models (STL files) headlessly using UltiMaker Cura's CuraEngine, returning ready-to-print G-code and estimated print time.

bug_tracker_mcp

A lightweight MCP server for tracking bugs and tasks across coding sessions, providing persistent SQLite-backed storage and six tools for logging, inspecting, updating, resolving, and deleting bugs.

maib-mcp

MCP server for MAIB e-commerce payments (Moldova). Supports payments, refunds, recurring billing, one-click payments, and transaction status via OAuth 2.0.

Stitch MCP Server

Enables AI coding assistants to generate, edit, and scaffold HTML UIs from natural language using Google Stitch API.

metadome-link

Enables querying of per-residue missense tolerance, Pfam domain annotations, and variant counts for human transcripts by wrapping the MetaDome web service. Provides MCP tools for resolving transcripts, requesting tolerance landscapes, and identifying constrained regions.

DuckDuckGo MCP Server

A basic MCP server with example tools including message echo functionality and server information retrieval. Built with FastMCP framework and supports both stdio and HTTP transports.

LearnFlow AI

AI-powered MCP server that transforms learning by finding best YouTube tutorials, generating personalized learning paths, and tracking progress for any tech skill.

x402-commodity-mcp

An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotton, cashew) with per-call billing in USDC, offering tools for farmgate prices, ICE futures, CFTC COT positioning, and historical series.

PDF Generator MCP Server

Generates PDF documents from HTML or Markdown content with customizable page size, margins, and orientation, supporting pay-per-call payments via x402.

@godrix/argocd-mcp

MCP server for Argo CD that provides multi-environment profiles, SSO or API key authentication, application search with cache, and REST API tools from the bundled OpenAPI catalog.

Exegol MCP Server

Provides secure access to Exegol penetration testing tools for CTF competitions and red team learning. Enables AI assistants to perform web penetration testing, network reconnaissance, password cracking, OSINT analysis, and more for educational purposes.

kill-process-mcp

An MCP server that allows users to list and kill operating system processes through natural language queries, making process management more intuitive across Windows, macOS, and Linux.

arXiv Research Assistant MCP Server

An MCP server that allows Claude AI to search, explore, and compare arXiv papers efficiently through a custom-built local server.

MCP Memory

Enables MCP clients to remember user information, preferences, and behaviors across conversations using vector search technology. Built on Cloudflare infrastructure with AI-powered semantic search to find relevant memories based on meaning rather than keywords.

matchday-mcp

Live football/soccer data from top European leagues, enabling queries for standings, fixtures, scorers, and team comparisons via natural language.

Debugging MCP Server

Enables LLMs to automatically diagnose coding errors through codebase search, test execution, and live debugger integration (DAP/V8 CDP). Provides a secure, policy-gated environment for investigating failures while preventing destructive operations.

app.wishpool/philippines-payments-mcp

Enables AI agents to accept payments in the Philippines via GCash, Maya, GrabPay, cards, and online banking through the PayMongo gateway.

GDS MCP

Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries about color tokens and component usage via natural language.

mcp-gdbmi

Enables debugging of programs through GDB/MI, allowing breakpoints, stepping, and register analysis via natural language.

local-websearch-mcp

Small Python MCP server that provides web search and page fetching tools via DuckDuckGo, requiring no API key.