Awesome Mcp Servers

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

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

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.

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

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

Bridge connecting OpenWebUI to Kubernetes clusters via MCP protocol

ARGENTUM core — karma economy for agents and humans

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

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

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

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

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.

Official MCP server for Horus Flow Intelligence: Institutional-grade market microstructure and orderflow physics for AI trading agents.

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.