add-note
Add a new note to the in-memory note store
ingest-string
Ingest and chunk a markdown or plain text string provided via message
ingest-markdown
Ingest and chunk a markdown (.md) file
ingest-python
Ingest and chunk a Python (.py) file
ingest-openapi
Ingest and chunk an OpenAPI JSON file
ingest-html
Ingest and chunk an HTML file
ingest-html-url
Ingest and chunk HTML content from a URL (optionally using Playwright for dynamic content)
smart_ingestion
Extracts all technically relevant content from a file using Gemini, then chunks it using robust markdown logic
search-chunks
Semantic search over ingested content
delete-source
Delete all chunks from a given source
delete-chunk-by-id
Delete one or more chunks by id
update-chunk-type
Update the type attribute for a chunk by id
ingest-batch
Ingest and chunk multiple documentation files (markdown, OpenAPI JSON, Python) in batch
list-sources
List all unique sources (file paths) that have been ingested and stored in memory, with optional filtering by tag or semantic search
get-context
Retrieve relevant content chunks (content only) for use as AI context, with filtering by tag, type, and semantic similarity
update-chunk-metadata
Update the metadata field for a chunk by id
tag-chunks-by-source
Adds specified tags to the metadata of all chunks associated with a given source (URL or file path). Merges with existing tags
list-notes
List all currently stored notes and their content