Your agent isn't a genius.
It's a penguin.

We built it the best slide in the world. 21,000+ validated knowledge chunks, 118 skills, and 34+ MCP tools — ready for your AI agent.

MCP Community Library · Open · Validated · Free to Start

Get Started Free View Documentation

No credit card required 50 free queries/day Works with any MCP client

Why MidOS

The safest slide in the Antarctic

❄

5-Layer Pipeline

Content flows through staging, chunks, skills, truth, EUREKA, and SOTA. Each layer filters and validates until only the best knowledge remains.

Knowledge Slide

🔧

118 Executable Skills

Production-tested skills across 15+ stacks. Python, FastAPI, React, Docker, K8s, security, and more. Copy-paste ready, not abstract theory.

Code Patterns

🛡

54 Guardrails

Hooks that keep your agent on track. Circuit breakers, semantic cache, security validation, and delegation controls at every step.

Safety Rails

🔍

Neural Search

96% precision with 3072-dimension Gemini embeddings. LanceDB vector store finds exactly what you need in milliseconds, not minutes.

Vector Search

👥

Community-First

Contribute knowledge, earn trust score, shape the library. Every atom validated by AI judge + community review. Open and self-improving.

Trust System

💰

Zero Cost Entry

Free tier with 50 queries/day and 9 tools. No credit card, no expiration. Upgrade to Dev when you need full access and semantic search.

Freemium

Get Started in Minutes

How it works

📝

1. Connect

Add MidOS to your agent's MCP config. One JSON block. Works with Claude Code, Cursor, VS Code, and any MCP-compatible client.

🔍

2. Query

Search 21,000+ knowledge chunks with keyword, semantic, or hybrid search. Find validated patterns, not just raw text from a generic database.

🔧

3. Build

Pull validated skills, EUREKA discoveries, and truth patches directly into your project. Ship faster with proven, community-tested components.

Start Building

Quick Start

                    mcp_config.json
                    
                

// Add to your MCP client settings
{
  "mcpServers": {
    "midos": {
      "url": "https://mcp.midos.dev/mcp",
      "env": {
        "MIDOS_API_KEY": "your_key_here"
      }
    }
  }
}
                

Or install locally: pip install midos-mcp — Full guide

The Difference

With MidOS vs. Without

Your AI agent is only as good as the knowledge it can access.

Without MidOS

✗ Agent hallucinates from training data. You debug for 30 min.
✗ Burns 50K+ tokens re-reading docs every session
✗ Training cutoff was months ago. Docs may have changed.
✗ "Is this correct?" — nobody knows
✗ Tribal knowledge lost in Slack. Each agent starts from zero.
✗ Security patterns from blog posts. Hope it's not vulnerable.
✗ Free — but your time isn't. $10+ per manual research.

With MidOS

✓ EUREKA-validated code. Works first time.
✓ Pre-distilled chunks: 500 tokens instead of 5,000
✓ Continuously harvested and updated. 24/7.
✓ 5-layer pipeline: if it passed EUREKA review, it's correct
✓ Shared episodic memory — what one agent learns, all access
✓ Audited security packs: OAuth, prompt injection, MCP hardening
✓ $0.001/query but saves $10+ in dev time per answer

Average time saved per query

15-30 minutes

At $50/hr developer rate

$12-25 saved per query

Dev tier costs

$0.97/day

Simple Pricing

Less than a coffee. More than a team.

21,000+ knowledge chunks. 118 skills. 168 EUREKA discoveries. 290K+ vectors. Built from 376+ books and years of curation.

Community

Free forever

50/day · 5 req/min

✓ 9 core tools
✓ Knowledge search (keyword)
✓ Browse skills (preview)
— Truncated results
— No EUREKA/SOTA

Start Free

Frequently Asked

Model Context Protocol (MCP) is a standard that lets AI development tools communicate with external servers. MidOS uses MCP to expose its knowledge library directly to your AI agents — no custom integration needed.

Code chunks, executable skills, truth patches (verified bug fixes), EUREKA improvements (validated insights), and SOTA entries (state-of-the-art approaches). All organized in a 5-layer validation pipeline with community review.

MidOS is a curated, validated library. The value comes from the 5-layer pipeline and community review — not just vector similarity. Knowledge is battle-tested and progressively validated before reaching your agent.

Any MCP-compatible client: Claude Code, Cursor, VS Code, Windsurf, and more. Connect via stdio (local) or HTTP (remote). No vendor lock-in.

Yes. 50 queries/day, 9 tools, no credit card, no expiration. The free tier exists so you can evaluate MidOS without any commitment.

Yes. Submit knowledge through the Community Server. An AI judge scores quality automatically. High-quality contributions increase your trust score and can earn you free Dev-tier access as a Moderator.

Your agent isn't a genius.It's a penguin.