SG-Tree | Automated MCP, llms.txt & AST Documentation Compiler for GitHub

1. Context Window Compilation < 32k Tokens

llms.txt + llms-full.txt

Deterministic export signatures for Cursor & Claude

2. MCP Registry Descriptors JSON-Schema v7

smithery.yaml + glama.json

Validated container contracts & environment schemas

3. Static Maintainer Audit 5 Actionable Specs

CI + CITATION.cff + JSON-LD

DX diagnostics, lockfile checks & citation graph

Repository Documentation & MCP Manifest Audit Readiness: 62 / 100

Public AST Entrypoints & Type Exports

Parses package.json / pyproject.toml / Cargo.toml & exported module symbols

VERIFIED

Root /llms.txt & /llms-full.txt Index

Standardized markdown context map for AI coding assistants & RAG pipelines

COMPILE REQUIRED

MCP Registry Descriptors (smithery.yaml / glama.json)

Container runtime, stdio transport & JSON-Schema tool definitions

MISSING SPEC

CITATION.cff & Schema.org SoftwareSourceCode JSON-LD

Structured citation graph metadata for academic & generative search indexing

READY TO GENERATE

Code-Aware Maintainer DX & CI Audit (5 Issue Specs)

File-level diagnostics for timeout resilience, strict schema exports & CI matrix

INCLUDED

COMPILER OUTPUT PREVIEW (modelcontextprotocol/servers)

$ sgtree-ast compile --repo modelcontextprotocol/servers --out ./dist-manifests
[1/4] Parsing AST & exported TypeScript/Python interfaces ............ OK
[2/4] Compiling /llms.txt (4.2 KB) & /llms-full.txt (28.6 KB) ........ OK
[3/4] Validating smithery.yaml, glama.json & CITATION.cff ............ OK
[4/4] Drafting 5 Maintainer DX/CI Issue Specifications ............... READY

Configure Documentation & Audit Package Instant PR / Archive Delivery

1. Select Audit & Compilation Scope

Selected Package Momentum Telemetry & Discovery Sprint

Artifacts llms.txt, llms-full.txt, smithery.yaml, glama.json

Delivery GitHub Pull Request + Downloadable ZIP

License (One-Time) $129.00 USD

Proceed to Checkout ($129.00) →

Merchant of Record: Polar Software, Inc. · Instant B2B VAT Invoice

1. Standardized llms.txt Compilation AST Verified

Extracts public function signatures, CLI arguments, and configuration schemas directly from your repository AST so coding agents (Claude Code, Cursor, Copilot) ingest accurate, zero-hallucination context.

2. MCP & AI Tool Registry Manifests Schema v2.4

Generates and validates smithery.yaml, glama.json, CITATION.cff, and schema.org/SoftwareSourceCode JSON-LD descriptors for automated indexing across Model Context Protocol directories.

3. Code-Aware Maintainer DX Audit 5 Issue Specs

Produces five file-level engineering specifications auditing timeout/retry handling, strict TypeScript/JSON-Schema exports, reproducible benchmark tables, and multi-runtime GitHub Actions CI matrices.