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

A graph-based Model Context Protocol (MCP) server that gives AI coding agents persistent memory. Originally built for Claude Code, MemoryGraph works with any MCP-enabled coding agent. Store development patterns, track relationships, and retrieve contextual knowledge across sessions and projects.

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 self-contained Memory server with single-binary architecture (embedded DB & models, no dependencies). Provides persistent semantic and graph-based memory for AI agents.

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

MemOS (Memory Operating System) is a memory management operating system designed for AI applications.

Agent memory with git-like version control. Custom LLMs turn conversations into structured facts with automatic conflict detection - your agent sees how decisions evolved, not four contradictory text blobs. 80% token reduction vs RAG/graph systems. MCP + REST.

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

Human-like memory layer for AI agents with semantic, episodic, and procedural memory types, cognitive profiling, knowledge graph, and 12 MCP tools.

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.

Mercury MCP lets you ask questions about your banking balances, transactions, cards/recipients, and more

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.

An MCP server that generates live Mermaid diagrams from any AI assistant.

Generat 22 types mermaid architecture diagrams with natural language description

MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.

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.

Fuzzy search and browse Apple Messages/iMessage from CLI or MCP server

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.