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Project Knowledge Base (per-project documents)v1.23.1#

Store, version, and query your own documents inside a project. Items are isolated per project: composite key (item_id, project_id). Ingest via text, URL fetch, or file upload (PDF, TXT, MD, 5 MB max). Query with natural language via gc_kb_query or pull structured diffs with gc_kb_diff.

Item visibility & per-key access control

Items with visibility='private' are readable only by the gc_ key that created them — other keys in the same project cannot read, edit, or delete them. This enforces cross-key isolation within a project without creating separate projects.

A project-bound key can also be scoped to a kb_item_allowlist (configured in the dashboard under Keys). When set, the key can only query, get, edit, or delete the specific item IDs on that list — all other items in the project are invisible to it. This is the recommended pattern for multi-agent setups where each agent should only see its own slice of the knowledge base.

Requires Pro or higher plan.

MCP tools

gc_kb_ingest(item_id, content, mode)     // mode: "text" | "url" | "file"
      gc_kb_query(query, project_id?)          // semantic search across items
      gc_kb_list(project_id?)                  // list all items in a project
      gc_kb_get(item_id, project_id?)          // fetch one item
      gc_kb_edit(item_id, content, project_id?)
      gc_kb_diff(item_id, project_id?)         // structured diff against previous version
      gc_kb_delete(item_id, project_id?)

gc_kb_query response shape

Each result in the results array contains:

  • raw_text — the actual content of the matched chunk. Read this field.
  • text — a compressed skeleton with [HIDDEN] and anchor markers, for navigation only. Do not treat this as the source text.
  • item_id — the KB item the chunk belongs to (use with gc_kb_get to fetch the full item).
  • score — cosine similarity score (higher = more relevant).

File upload

From the dashboard at /dashboard/knowledge: drag-drop or click to select a file (PDF, TXT, MD, max 5 MB). Upload progress is tracked in-page; ingestion status polls every 2 seconds with a 5-minute timeout. Files larger than 5 MB must be split before upload. Supported ingest modes: text (paste), url (fetch by URL), and file (binary upload).

Where to next

Quickstart
Connect your MCP client and run your first compression in under two minutes.
Recipes
Copy-paste tool sequences for the workflows you'll run most.
Troubleshooting
Symptom-to-fix for the errors people actually hit.
Glossary
Plain-language definitions for skeleton, fidelity, profiles, and the rest.