Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

MCP server that connects to any bank, credit card, investment, loan, insurance, utility, or billing account, and retrieves balance, transactions, payment and identity data instantly.

Knowledge graph-based persistent memory system

An AI-assisted development plugin that maintains persistent project context using structured markdown files for goals, decisions, and progress.

An MCP server for remote memory bank management, enhanced with Supergateway for streamable-http transport. It supports multi-project management and requires persistent storage.

A production-ready Model Context Protocol (MCP) server that provides a powerful, vector-native memory bank for AI agents. Built with the Protocol-Lattice Go Agent Framework, this server offers persistent, searchable, and shareable memory with multiple database backends.

An MCP server that reduces token consumption by efficiently caching data between language model interactions.

Extends the MCP Memory server to create and manage a knowledge graph from LLM interactions.

Extends the Memory server with PouchDB for robust document-based storage, custom memory file paths, and interaction timestamping.

A project management and session memory tool for AI agents to track projects, tasks, and context during chat sessions.

A simple MCP server that stores and retrieves memories from multiple LLMs.

a lightweight, local RAG memory store to record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

A knowledge graph server for AI models, focusing on text-based RPGs and interactive storytelling.

Give your AI the ability to remember key facts and everything you've ever discussed

Encodes text data into videos that can be quickly looked up with semantic search.

Monitor web and social media using the Mention API.

Provides AI-powered mentorship to LLM agents for tasks like code review, design critique, and brainstorming, using the Deepseek API.

A Python-based MCP server for Cisco's Meraki Dashboard, providing tools to query the API for discovering, monitoring, and managing your Meraki environment.

Mercado Pago's official MCP server, offering tools to interact with our API, simplifying tasks and product integration.

Integrates the Merge Unified API with any LLM provider using the MCP protocol.

Generate mermaid diagram and chart with AI MCP dynamically.

Converts Mermaid diagrams to PNG or SVG images.

Generat 22 types mermaid architecture diagrams with natural language description

Connects to Heurist Mesh APIs to provide access to various blockchain and web3 tools.

A simple, self-contained notes system with resources, tools, and prompts, implemented as an MCP server.

A multi-agent mesh network designed for completing AI tasks in parallel.

Interact with the Meta Ads API to access, analyze, and manage advertising campaigns.

Interact with Facebook and Instagram advertising data using the Meta Marketing API.

An MCP server for intelligent tool routing, using a Qdrant vector database and LM Studio for embeddings.

An advanced server for intelligent task management, workflow orchestration, and automatic archiving.

Integrates AI assistants with the Metabase analytics platform.

Integrates AI assistants with the Metabase business intelligence and analytics platform.