Awesome MCP Servers

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

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

Unified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage.

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

Zero-dependency persistent AI memory using SQLite. Dual-store, pluggable embeddings, 10 MCP tools.

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

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

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.

Brain-inspired persistent memory MCP server with hybrid BM25+vector search, ACT-R activation scoring, FadeMem decay, and knowledge graphs — 17 tools, fully local via Ollama, zero API keys.

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.

Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch and start reasoning from fact.

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.

Connect your AI assistant to your personal knowledge base. Search, save links, create notes and to-dos. AI processes everything automatically.

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.

Real-time prediction market consensus data aggregated from multiple regulated prediction markets. 5 MCP tools for consensus probabilities, divergence opportunities, market signals, active markets, and settlements. Free tier: 100 calls/day, no credit card.

AI-powered BESS quoting & energy sales agent for Claude and other MCP clients. Generate TrueQuote™ estimates, qualify leads, compare competitors, and produce proposals — in seconds.

Generate mermaid diagram and chart with AI MCP dynamically.

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

Generat 22 types mermaid architecture diagrams with natural language description

Converts Mermaid diagrams to PNG or SVG images.

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.