Discover Awesome MCP Servers

First Dollar

A curriculum that teaches AI agents how to spend their own money. Sixteen lessons from "what is a wallet" to your first x402 purchase. Teacher, not butler — never signs, pays, or holds keys.

SVGR MCP Server

Converts SVG content into React components with configurable options including TypeScript generation, React Native support, optimization, and formatting through SVGR.

VibeCheck MCP

MCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.

weighted-compact

Local-first inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a signal-scored parse of ~/.claude/projects/, zero outbound calls.

Glossary MCP Server

Enables semantic search and exploration of a business glossary knowledge graph, allowing users to query terms, expand related concepts, trace dependencies, and resolve physical table mappings.

github-mcp-lite

A lightweight MCP server for GitHub with nine essential tools for reading files, managing pull requests, and creating issues, using personal access token authentication.

comparebasket

MCP server that compares grocery basket prices across Blinkit, Zepto, BigBasket, and Amazon Now in real time, identifying the cheapest platform for the entire basket.

Aluvia

The Aluvia MCP server exposes browser session management, geo-targeting, and account operations as Model Context Protocol tools for AI agents.

Bellows

Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover, start, stop, test, and query evaluation results for llama-server processes.

apitype

Enables AI assistants to generate TypeScript types, Zod schemas, TypeBox, and JSON Schema from any API endpoint or JSON.

coros-mcp

A Model Context Protocol (MCP) server that fetches sleep, HRV, and training data from the unofficial Coros API and exposes them to AI assistants like Claude, enabling natural language queries about fitness metrics and workout management.

Ruby Lambda Template

Lambda Ruby App Demoing MCP Servers

Renesas FSP MCP Server

Enables search and management of Renesas FSP documentation, code examples, API references, and dependencies for RA MCU development.

Oracle MCP Server

Provides flexible access to Oracle databases for AI assistants like Claude, supporting SQL queries across multiple schemas with comprehensive database introspection capabilities.

hAIve MCP

Enforces team knowledge and workflow policies for AI coding agents by providing context, decisions, and gates before code changes are made.

vtkapi-mcp

An MCP server that validates VTK Python code by checking class and method existence, import correctness, and provides structured error reporting to catch API hallucinations.

Slovak Data Protection MCP

Query Slovak data protection regulations, decisions, and guidelines from ÚOOÚ SR directly via MCP-compatible clients like Claude or Cursor.

scalepad-mcp

MCP server for the ScalePad platform, enabling access to Core, Lifecycle Manager, ControlMap, Backup Radar, and Quoter tools with dual-era protocol support.

Vizier Yu-Gi-Oh! MCP

MCP server for Yu-Gi-Oh! card data, providing cards, prices, banlists, rules, rulings, relations, and deck tools via a local SQLite database with semantic search.

ChatGPT GitHub MCP App

This MCP server bridges ChatGPT to GitHub, letting you use natural language to read repositories, modify code, create branches, and open pull requests while enforcing security policies like repository whitelists and branch protection.

reddit-mcp

Enables fetching and reading Reddit content such as posts, comments, and subreddit listings via the MCP protocol.

SkillFlow MCP Server

Connects AI coding agents to the SkillFlow marketplace to search, discover, and retrieve detailed information about agent skills. It enables users to browse trending skills, categories, and publisher data directly through MCP-compatible environments.

mcp-bank-of-canada

Retrieves metadata for Bank of Canada financial data series using the Valet API. Supports keyless access with date parameters in YYYY-MM-DD format.

mcp-shopify

MCP server for Shopify Admin API. Enables product, order, customer, and inventory management via natural language.

SE2-Minikit MCP Server

MCP server enabling rapid Web3 development on Base with Farcaster integration.

Google MCP Server

Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authentication and an approval gate that requires manual confirmation before each action.

awx-mcp-server

Industry-standard MCP server for AWX/AAP/Ansible Tower automation, enabling AI agents to manage job templates, launch and monitor jobs, and handle inventories and projects through natural language.

Secure MCP Auth Demo

A teaching demo that implements JWT authentication and scope-based authorization for MCP tools, supporting role-based access to profile, notes, and admin operations.

MCP Learning Project

A custom MCP server providing tools for date/time, calculations, mock weather, and note management, enabling AI agents to perform these tasks via natural language.

Meshy AI MCP Server

This is a Model Context Protocol (MCP) server for interacting with the Meshy AI API. It provides tools for generating 3D models from text and images, applying textures, and remeshing models.