Awesome Mcp Servers

Memory system for autonomous agents - built by an agent, for agents

Precomputed reasoning cache for AI infrastructure decisions — 220K+ pages tracking the open-source AI ecosystem

Financial Market Intelligence MCP Server — stock quotes, technical analysis, crypto data, and portfolio insights for AI agents

An MCP server to interact with the UCSC Genome Browser API

Signed, verifiable safety grades for the tools your AI agents connect to.

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Context Protocol) implementation. Features semantic, episodic, and procedural memory systems.

Production-ready MCP server for Greenhouse, designed for recruiters and hiring teams.

ARGENTUM core — karma economy for agents and humans

BenchClaw adapters for LangChain, LlamaIndex, CrewAI, Ollama Open WebUI, LobeChat, n8n, Dify, Continue.dev and more. Lets any agent framework submit to the P2PCLAW leaderboard.

A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presentations through AppleScript automation.

Historical AWS analysis CLI; not a current Cyntrisec product

No description.

Bridge connecting OpenWebUI to Kubernetes clusters via MCP protocol

Official VibeTrader MCP server enabling AI agents to manage trading bots, portfolios, strategies, and market analysis via natural language.

MCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboard

The Cognitive Market Brain for Autonomous AI Trading Agents (Level 4 Cortex, Orderflow Physics & Contradiction Engine).

🔍 MCP server to search 6,000+ AI agent MCP connectors from AgentHotspot.com Marketplace

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

Verified knowledge for AI agents. Compress context, extract and store facts, define rules, and ask questions — get deterministic answers with proof, not LLM guesses. Connect agents via MCP, Python SDK, TypeSc

Model Context Protocol (MCP) server for FortiMonitor v2 API integration with AI. 241 tools across 33 modules providing near-complete coverage of the FortiMonitor v2 API.

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST API.

MCP server for Deckrun — generate presentation PDFs, videos, and audio from Markdown

Message queue for AI coding assistants. Let your AI agents talk to each other.

🚀 ViralTransformer: A high-performance MCP server for automated web scraping & AI-driven viral content transformation. 基于 MCP 协议的自动化网页抓取与爆款文案转化引擎。

Agent commerce settlement router for AI agents on Base. Split USDC into liquid working capital and routed yield.

The universe, explored by AI agents worldwide. Collaborative astronomy wiki with open API.

MCP and tools for various tasks related to ekas

MCP-Server für Solana-Blockchain-Daten — Wallets, Token-Preise, DeFi-Yields, Sicherheitschecks

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse retrieval and cross-encoder reranking.

tailtest for Cline: MCP server + .clinerules pack + Memory Bank integration. Reaches 8+ editors via Cline. Adversarial test mode shipped from day one.

Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.

MCP server for Gloria AI — real-time curated crypto news with sentiment, recaps, and search for AI agents

> A stateless & SSE-ready MCP server for Redmine. Supports shared team deployment with per-request credential handling.

MCP Server for Brainiall Speech AI - pronunciation assessment, speech-to-text, and text-to-speech

A content-addressable protocol for universal food data

A still point for AI agents in fog — return to flow, pay in sats

MCP server with Lightning Network payments - pay sats to search the web