Developer Docs
APIs, packages, RFCs, and MCP integration guidance for the LTHN platform.
Documentation
Docs portal
Framework guides, package contracts, CLI docs, and RFC reference on the dedicated docs subdomain.
API explorers
Swagger, Scalar, ReDoc, and quick-start guides on the API domain.
MCP portal
Browse the live registry, connection examples, and published MCP servers.
Whitepaper
The LEK methodology paper covering training approach, ethical framework, and benchmark results.
Benchmarks
Full benchmark dataset comparing LEK models against baselines across all evaluation categories.
Getting Started
Download a model from HuggingFace and run it locally with ollama, llama.cpp, or vLLM.
Training Guide
Reproduce LEK training or fine-tune your own models using the open-source training scripts.
MCP Integration
The docs portal is split by contract. Use the API domain for live explorers, the docs subdomain for framework and package reference, and the MCP portal for registry discovery and connection setup.
This keeps implementation detail close to the code while giving agent clients, product engineers, and operators a single navigation surface.
Connection details
Available MCP Tools
Scoring API
Content, imprint, model, and full-score endpoints for the LEM evaluation stack.
Agent workflows
Plan, phase, session, and message surfaces used by the agent package contract.
MCP registry
Published server metadata, connection hints, and tool discovery for MCP clients.
Model catalogue
Benchmarks, model listings, and training references for the public LTHN model set.