@thallylabs/mcp

Scaffold a new Thally documentation project from the GitHub template

Add a new MDX page to a Thally project and register it in docs.json navigation

Add a new top-level tab to a Thally project navigation (content tab or redirect link)

List all pages in a Thally project, organized by tab and group

Update the frontmatter or body content of an existing MDX page in a Thally project

Replace one exact unique span in an existing MDX page; prefer this for small edits so the full page never travels through the model response

Read a bounded UTF-8 window from an OpenAPI JSON or YAML source configured by this project; follow next-start-byte until complete

Replace and validate an OpenAPI JSON or YAML source explicitly configured by this Thally project

Create a fresh canonical Thally template, then migrate a GitHub repository or public docs site into it; the target must be new or empty

Import content into an existing Thally project without scaffolding; use only when an in-place import is explicitly requested

Search documentation pages by keyword — returns ranked list of matching pages

Hybrid (full-text + vector) semantic search against a deployed Thally site — uses the same index as the in-app command palette and /api/search

Fetch the Agent Readiness Score (0-100) for a deployed Thally site — the same report as /api/agent-readiness and `thally check`, with per-signal subscores and fixable offenders

Read a bounded UTF-8 body window from a documentation page; follow next-start-byte until complete before replacing a page

Get the most relevant documentation context for a topic or question, within a token budget

Check a Thally project for issues: broken nav references, orphan files, missing frontmatter

Translate Thally documentation pages to a secondary locale using Claude AI

Thally Track: analyze a merged pull request in a tracked product repo and preview the docs task it would produce (dryRun), or dispatch it to the docs repo so the docs agent drafts a documentation PR