Discover Awesome MCP Servers

lore

Living typed knowledge graph for software projects, exposed over MCP so coding assistants can capture and query modules, capabilities, flows, events, rules and decisions across sessions. SQLite-backed, schema-validated, ships as a Claude Code plugin.

Scalene-MCP

A FastMCP server that provides LLMs with structured access to Scalene's CPU, GPU, and memory profiling for Python applications. It enables automated performance analysis, bottleneck identification, and optimization suggestions through natural language interactions in supported IDEs.

bearing-local-business

Enables AI agents to query a local bakery's hours, menu, custom-order availability, and submit demo inquiries through a clean MCP interface.

Anycast MCP Server

Enables AI assistants to manage agents, webhooks, and P2P connectivity on the Anycast network, allowing operations like listing agents, creating tokens, and viewing connection stats.

mcp-impo

MCP server for accessing Uruguay's IMPO open data API with SQLite caching. Provides tools to retrieve legal norms, search regulations, and access schema documentation from Uruguay's official legal database.

booklib

A context engineering tool for AI coding assistants that detects post-training knowledge gaps, resolves them automatically, and delivers team decisions via MCP to Claude, Cursor, Copilot, and other AI tools.

stock-analytics-mcp-server

MCPとYahoo Finance APIを使った株式分析サーバー

Brainbase MCP Server

Provides 70 tools to interact with the Brainbase API, enabling management of workers, chat/voice deployments, flows, resources, and more via natural language.

Salesforce Metadata-Aware RAG MCP

Enables AI copilots to understand and query Salesforce org configurations through intelligent metadata chunking and semantic search. Provides access to Apex classes, custom objects, flows, layouts, and other metadata with hybrid vector and keyword search capabilities.

Qwen3-Coder MCP Server

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

MCP Research Server

A Model Context Protocol server that provides tools for searching arXiv papers and managing research paper information with local storage capabilities.

@21st-dev/magic

An MCP server that enables generating modern UI components from natural language descriptions, integrating with Cursor, Windsurf, and VSCode.

remote-mcp-server-authless

Deploy a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and connection to Claude Desktop or Cloudflare AI Playground.

MoziChem-Hub MCP Server

A modular Python toolkit exposing chemical engineering calculations (thermodynamics, flash equilibria, property databases) as MCP servers for AI and application integration.

tradingview-mcp

Enables MCP clients to control a local TradingView Desktop instance, providing tools to read chart state, change symbols and timeframes, and fetch OHLCV data.

Dynamics 365 MCP Server 🚀

Microsoft Dynamics 365 用 MCP サーバー

claude-tradingview-mcp

An MCP server that lets Claude analyze your TradingView charts by reading the window and taking screenshots, with no write tools or trade execution.

a207-meal-plan-mcp

Generates multi-day CKD meal plans for children based on PRNT targets (energy, protein, potassium, phosphorus, sodium), providing nutrient summaries and target achievement rates for dietitians.

markupR MCP Server

Enables AI coding agents to capture screen and voice recordings, extract timestamped frames, and receive structured Markdown reports with context for bug fixing and UI feedback.

toggl-mcp

Enables Claude to interact with Toggl Track for time tracking, including starting/stopping timers, viewing current entries, and summarizing time by project via natural language.

Notemd MCP Server

Enables AI-powered knowledge base management with automated wiki-linking, content generation from titles, web research summarization, and knowledge graph integrity maintenance for Markdown files.

World Cup 2026 MCP Server

Free MCP server for the World Cup 2026 Tour public schedule API. It enables AI assistants to fetch the 2026 FIFA World Cup schedule, next match, match by ID, and dataset JSON-LD without an API key.

TropiPay MCP Server

An MCP server that provides a standardized interface for AI assistants to interact with TropiPay's payment platform, enabling account management, transactions, beneficiary management, and payment link creation through tools and resources.

AdoMcp

AdoMcp is a Model Context Protocol (MCP) server that helps large language models (LLMs) understand database structure, read table comments, and execute SQL queries.

RepoMemory

A project intelligence platform for AI coding agents that scans, audits, generates, and monitors context files (CLAUDE.md, AGENTS.md, etc.) with drift detection and repair capabilities.

mcp-app

Framework for building and running MCP servers as HTTP services. Define tools as pure Python functions, wire up with two lines, run with one command.

Playwright MCP

Enables LLMs to automate and interact with web pages via structured accessibility snapshots, bypassing screenshots and vision models.

Project Memory MCP

An MCP server that implements Project Memory Protocol (PMP) to manage shared project memory in the .ai/ directory, providing 13 tools for project context, tasks, decisions, and conversation summaries.

smalltalk-interop-mcp-server

A local MCP server to communicate local Pharo & Squeak Smalltalk image (successor of pharo-smalltalk-interop-mcp-server)

PhantomHand

A minimalist browser control engine that allows LLM agents to visually perceive and interact with web pages through the Chrome DevTools Protocol and MCP standard.