Documentation Index
Fetch the complete documentation index at: https://docs.3ngram.ai/llms.txt
Use this file to discover all available pages before exploring further.
MCP clients
These clients connect through 3ngram’s MCP server. They capture only what you ask the agent to save or debrief.
| Client | What it does | Status |
|---|
| Claude | Debrief decisions, commitments, blockers, and source notes from Claude sessions | Supported |
| Claude Code | Debrief coding sessions and hook-captured work context | Supported |
| ChatGPT | Debrief ChatGPT sessions through MCP-compatible flows and import exported conversations | Supported |
| Cursor | Debrief agent sessions and composer chats | Supported |
| Codex | Debrief Codex runs, rationale, and human checkpoints | Supported |
Sync providers
| Provider | What it does | Status |
|---|
| GitHub | Indexes repo content (markdown, code) as searchable context | GA |
| Google Docs | Create and export Google Docs directly from MCP tools (create_doc, export_doc) | GA |
| Linear | Active issues sync as commitments. Completed/cancelled issues become decisions. Bidirectional: resolving in 3ngram updates Linear. | GA |
| Basecamp | Todos and messages sync as commitments. Bidirectional resolve supported. | GA |
| Jira | Issues sync as commitments. Status transitions mapped to memory lifecycle. | Beta |
| Confluence | Pages and spaces sync as searchable knowledge context. | Beta |
Paused providers
| Provider | What it does | Status |
|---|
| Google Calendar | Create, update, and RSVP to events | Paused |
Planned integrations
These are not currently shipped as public sync providers.
| Integration | Planned surface |
|---|
| Gemini | MCP client/debrief flow |
| Antigravity | MCP client/debrief flow |
| Slack | Scoped channel or explicit-save capture |
| Notion | Page/database sync |
| Google Workspace | Broader Workspace grouping beyond Google Docs |
| Cline | MCP client/debrief flow |
| Roo Code | MCP client/debrief flow |
| Kiro | MCP client/debrief flow |
| Goose | MCP client/debrief flow |
| Windsurf | MCP client/debrief flow |
How it works
- Connect: Authorize 3ngram to access your provider account
- Sync: Initial import followed by incremental updates
- Extract: Provider data converted into structured memories
- Surface: Results appear in your dashboard and MCP search
Security
- OAuth tokens encrypted at rest
- All integration data is isolated per user
- Sync status tracked per integration to prevent duplicate processing
