Model Context Protocol servers that extend AI capabilities
raw-labs
Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure
elevanaltd
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.
...morejfarcand
MCP server for controlling a real iPhone via macOS iPhone Mirroring...and any MacOs app. Screenshot, tap, swipe, type — from any MCP client.
...moreDareDev256
🎬 The first AI-powered MCP server for Final Cut Pro XML. Control your edits with natural language.
mhalder
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
abel9851
An mcp server that provides read-only access to MariaDB.
mctrinh
MCP Chatbot powered by Anthropic Claude. Delivering on‐demand literature search and summarisation for academics and engineers
...morerigour-labs
Local-first quality gate + fix-loop controller for AI coding agents (CLI + MCP).
sgroy10
AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open source.
...moreGalbaz1
Give Claude Code 41 research & video tools with one command. Video analysis, deep research, content extraction, explainer video creation, and Weaviate vector search — powered by Gemini 3.1 Pro.
...moreyoudotcom-oss
Open-source toolkit enabling developers to integrate You.com's AI capabilities into their workflows
HomenShum
NodeBench MCP - 260-tool Model Context Protocol server with progressive discovery, agent-as-a-graph embeddings, research optimization, and adaptive web scraping. Monorepo: MCP server + Convex backend + React frontend.
...morecodeofaxel
3D printing infrastructure for AI agents — 430 MCP tools for OctoPrint, Moonraker, Bambu Lab, Prusa Link, and Elegoo
Quantum3-Labs
AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP tools with RAG
eddiesanjuan
Give your AI coding agent eyes and ears. Screen + voice capture → structured Markdown. MCP server, CLI, and macOS app.
wrale
MCP Server for GNU Make
augiemazza
AI-powered trading research platform. Test any idea on stocks, futures, and crypto with event studies, backtesting, and statistical validation. MCP server with 8 tools. pip install varrd.
...morenhevers
MCP server for SQLite database operations
amanhij
Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.
...moreluarss
Model Context Protocol (MCP) server for OpenROAD
houtini-ai
MCP server for Google's free public Knowledge Graph Search API - search for structured entity information about people, places, organizations, and concepts
...moreRuya-AI
Context cleaning for Claude Code — prune bloated sessions, protect Agent Teams from context loss, auto-guard with tiered pruning
...morevivid-money
Open a Vivid Business account from your AI chat via MCP
hatch3r
Production-ready spec driven development setup for AI coding agents in any repo with one command. Pre-configured with 11 agents, 22 skills, 18 rules, 25 commands & MCP integrations for Cursor, GitHub Copilot, Claude Code, Windsurf, Amp, Codex, Gemini CLI, Cline & OpenCode.
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