Provides curated, production-tested patterns and validated developer knowledge for Angular development.
Provides curated, production-tested patterns and validated developer knowledge for Django backend development.
Provides curated knowledge and infrastructure patterns for containerization using Docker.
Provides curated knowledge and production-tested patterns for the Drizzle ORM.
Provides curated knowledge and patterns for data management and search with Elasticsearch.
Provides curated, production-tested patterns and validated developer knowledge for FastAPI backend development.
Provides curated knowledge and infrastructure patterns for automation using GitHub Actions.
Provides curated architectural knowledge and implementation patterns for GraphQL.
Provides curated knowledge and infrastructure patterns for orchestration using Kubernetes.
Provides curated, production-tested patterns and validated developer knowledge for Laravel development.
Provides curated knowledge and patterns for NoSQL data management using MongoDB.
Provides curated, production-tested patterns and validated developer knowledge for NestJS backend development.
Provides curated, production-tested patterns and validated developer knowledge for Next.js development.
Provides curated knowledge and patterns for database management using PostgreSQL.
Provides curated knowledge and production-tested patterns for the Prisma ORM.
Provides curated knowledge and production-tested patterns for Python software development.
Provides curated, production-tested patterns and validated developer knowledge for React development, including React 19 features.
Provides curated knowledge and patterns for caching and data management using Redis.
Provides curated, production-tested patterns and validated developer knowledge for Remix development.
Provides curated knowledge and production-tested patterns for Rust systems development.
Provides curated, production-tested patterns and validated developer knowledge for Spring Boot development.
Provides curated, production-tested patterns and validated developer knowledge for Svelte development.
Provides curated, production-tested patterns and validated developer knowledge for Symfony development.
Provides curated knowledge and styling patterns for Tailwind CSS.
Provides curated knowledge and infrastructure-as-code patterns for Terraform.
Provides curated knowledge and production-tested patterns for TypeScript development.
Provides curated knowledge and patterns for the Vercel AI SDK.
Provides curated knowledge and production-tested patterns for testing with Vitest.
Allows extracting and researching developer knowledge from YouTube video content.
125 skill packs across 20+ tech stacks. 46,000+ curated chunks. 436 validated discoveries. Every piece reviewed, cross-validated, and myth-busted.
Your agent asks: "How do I implement optimistic updates in React 19?"
MidOS returns: Battle-tested pattern with useOptimistic + Server Actions, validated Feb 2026.
Context7 returns: Raw React docs from reactjs.org.Quick Start
One line. Add to your MCP config and start querying:
{
"mcpServers": {
"midos": {
"url": "https://midos.dev/mcp"
}
}
}Add a new server:
Name:
midosURL:
https://midos.dev/mcpTransport: Streamable HTTP
{
"mcpServers": {
"midos": {
"url": "https://midos.dev/mcp",
"transportType": "streamable-http"
}
}
}{
"mcp": {
"midos": {
"type": "remote",
"url": "https://midos.dev/mcp"
}
}
}Or self-hosted (stdio):
{
"mcp": {
"midos": {
"type": "local",
"command": ["python", "-m", "modules.mcp_server.midos_mcp"],
"enabled": true
}
}
}git clone https://github.com/MidOSresearch/midos-mcp.git
cd midos-mcp
pip install -e .
pip install -e hive_commons/
python -m modules.mcp_server.midos_mcp --http --port 8419Then point your MCP client to http://localhost:8419/mcp.
First Tool Call
After connecting, personalize your experience:
agent_handshake(model="claude-opus-4-6", client="claude-code", languages="python,typescript", frameworks="fastapi,react")Then search for what you need:
search_knowledge("React 19 Server Components patterns")Tools Reference
Free Tier (no API key)
Tool | Description | Example |
| Search 46,000+ curated chunks across all stacks |
|
| Combined keyword + semantic search with reranking |
|
| Browse 125 skill packs by technology |
|
| Get a specific skill pack (preview in free, full in Dev) |
|
| Protocol and pattern documentation |
|
| System health and live statistics |
|
| Knowledge pipeline dashboard |
|
| Personalized onboarding for your model + stack | See example above |
Dev Tier ($20/mo — full content + advanced search)
Tool | Description | Example |
| Validated breakthrough discoveries (436 items) |
|
| Empirically verified truth patches (52 items) |
|
| Vector search with Gemini embeddings (3072-d) |
|
| Extract knowledge from video content |
|
| Intelligent code chunking for ingestion |
|
| Vector store analytics and health |
|
| Search agent session history |
|
Ops Tier (custom — security, infrastructure, advanced ops)
Contact for specialized knowledge packs. midos.dev/pricing
Skill Packs (125 and growing)
Production-tested patterns for:
Frontend: React 19, Next.js 16, Angular 21, Svelte 5, Tailwind CSS v4, Remix v2
Backend: FastAPI, Django 5, NestJS 11, Laravel 12, Spring Boot, Symfony 8
Languages: TypeScript, Go, Rust, Python
Data: PostgreSQL, Redis, MongoDB, Elasticsearch, LanceDB, Drizzle ORM, Prisma 7
Infrastructure: Kubernetes, Terraform, Docker, GitHub Actions
AI/ML: LoRA/QLoRA, MCP patterns, multi-agent orchestration, Vercel AI SDK
Testing: Playwright, Vitest
Architecture: DDD, GraphQL, event-driven, microservices, spec-driven dev
How MidOS is Different
Raw Docs (Context7, etc.) | MidOS | |
Content | Documentation dumps | Curated, human-reviewed, cross-validated |
Quality | No validation | 5-layer pipeline: chunks → truth → EUREKA → SOTA |
Search | Keyword matching | Semantic + hybrid search (Gemini embeddings, 3072-d) |
Onboarding | Generic | Personalized per model + CLI + stack |
Format | Raw text | Stack-specific skill packs with production patterns |
Accuracy | Stale docs | Myth-busted with empirical evidence |
Knowledge Pipeline
staging/ → chunks/ → skills/ → truth/ → EUREKA/ → SOTA/
(entry) (L1) (L2) (L3) (L4) (L5)Chunks (46,000+): Curated, indexed knowledge across 20+ stacks
Skills (125): Organized, actionable, versioned by stack
Truth (52): Verified with empirical evidence
EUREKA (436): Validated improvements with measured ROI
SOTA (138): Best-in-class, currently unimprovable
Using an API Key
Pass your key via the Authorization header for Dev/Ops access:
{
"mcpServers": {
"midos": {
"url": "https://midos.dev/mcp",
"headers": {
"Authorization": "Bearer midos_your_key_here"
}
}
}
}Get a key at midos.dev/pricing.
Architecture
midos-mcp/
├── modules/mcp_server/ FastMCP server (streamable-http)
├── knowledge/
│ ├── chunks/ Curated knowledge (L1) — 46,000+ items
│ ├── skills/ Stack-specific skill packs (L2) — 125 items
│ ├── EUREKA/ Validated discoveries (L4) — 436 items
│ └── truth/ Empirical patches (L3) — 52 items
├── hive_commons/ Shared library (LanceDB vector store, config)
├── smithery.yaml Smithery marketplace manifest
├── Dockerfile Production container
└── pyproject.toml Dependencies and build configTech Stack
Server: FastMCP 2.x (streamable-http transport)
Vectors: LanceDB + Gemini embeddings (670,000+ vectors, 3072-d)
Auth: 2-tier API key middleware (free → dev) with rate limiting
Pipeline: 5-layer quality validation with myth-busting
Deploy: Docker + Coolify (auto-deploy on push)
Contributing
MidOS is community-first. If you have production-tested patterns, battle scars, or discovered that a popular claim is false — we want it.
Search existing knowledge first:
search_knowledge("your topic")Open an issue describing the pattern or discovery
We'll review and add it to the pipeline
