Memory for AI agent teams across tools, sessions, repositories, and teammates.
Connect Remote server
claude mcp add --transport http engram https://api.engram.tools/mcp
{
"mcpServers": {
"engram": {
"url": "https://api.engram.tools/mcp"
}
}
}
{
"servers": {
"engram": {
"type": "http",
"url": "https://api.engram.tools/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://api.engram.tools/mcp
Tools 17 found in our last check
engram_startBegin meaningful work in a repository with a Markdown briefing: session id, ranked private/public memory, workspace guidance and optional checklists. Unlike engram_smarter, this includes workspace onboarding/activation guidance; unlike engram_rehydrate, it prepares a starting br…
engram_rehydrateRecover interrupted work after compaction, resume or lost context. Returns Markdown checkpoints, decisions, gotchas, open loops and recent events. Unlike engram_start, this restores the prior journal when available; unlike engram_recall or engram_smarter, it recovers session his…
engram_recallAnswer one concrete question from authenticated workspace/public memory before deciding or debugging. Unlike engram_smarter, this retrieves question-specific evidence without task checklists; unlike engram_get_context, it returns one ranked memory list instead of separate catego…
engram_storeSave one durable lesson privately for future workspace agents; returns a confirmation. Use engram_reflect for a milestone with several lessons/outcomes and engram_report_outcome to assess an existing memory. To correct knowledge, supply the complete replacement in content and ol…
engram_report_outcomeRecord whether a recalled memory helped; returns a confirmation. Use its exact memory_id and evidence in detail. success=false may include failure_reason; outdated marks obsolete knowledge, while success raises confidence. Only accessible workspace/public memories may be reporte…
engram_cross_pollinateReuse a lesson solved in another repository before rebuilding a shared pattern. Unlike engram_recall or engram_smarter, this explicitly excludes target_repo from source searches and adds transfer lessons and quality gates. Returns Markdown with ranked memories and source repos f…
engram_smarterBrief a materially different task within the same session. Unlike engram_recall, this combines goal-focused memories with optional procedural checklists; unlike engram_get_context, it ranks evidence for the task instead of returning category samples. Returns Markdown with ranked…
engram_reflectCheckpoint a milestone or handoff for later recovery with engram_rehydrate. Supply at least one of summary, learnings, used_memories or feedback. Returns Markdown with stored/skipped counts, outcomes and next actions. Use engram_store for one lesson and engram_report_outcome for…
engram_skillFind a procedural checklist before a repeatable task. Omit skill or pass an empty string to list available names; otherwise load a name such as code-review or skill:code-review. Returns JSON with available_skills/usage for listing or skill/count/steps/combined for a guide. Unkno…
engram_get_contextAudit repository knowledge by category: conventions, gotchas, patterns, solutions and architecture. Unlike engram_recall or engram_smarter, this searches each category separately and returns five sample arrays for coverage review, rather than one task-ranked list. Returns JSON w…
engram_setupExplain onboarding and inspect the authenticated workspace when an agent needs setup guidance. Returns one JSON response with plan/counts/limits, tool groups, activation checklist and suggested calls; no pagination or installation. Hints personalize examples: project names the w…
engram_proofAudit adoption before a rollout or when checking whether the workspace is using memory and reporting outcomes. Takes no arguments. Returns JSON with memory-bank breakdowns, learning-loop activity, proof points and a benchmark checklist. Does not change knowledge or run a benchma…
engram_list_sessionsFind an exact session_id before recovery, closing or a handoff. Unlike engram_rehydrate, this lists bounded metadata without replaying journal content or changing a session. Returns JSON sessions with member/client attribution, status, activity and checkpoint availability, plus…
engram_close_sessionFinish an exact journal at a real completion or handoff. Unlike engram_reflect, this atomically closes the session after saving a supplied final summary or confirming an existing checkpoint. Durable memories and journal history remain; closure ends journal writes without erasing…
engram_retract_memoryWithdraw an exact private memory that should no longer guide agents. Unlike engram_store with supersedes_memory_ids, this needs no replacement and keeps the content for explicit restoration. Unlike engram_delete_memory, it is reversible. Returns JSON memory_id, RETRACTED status…
engram_restore_memoryMake an explicitly retracted private memory available again. Unlike engram_store, this restores the original ID/content; storing matching retired content returns 409 rather than silently reviving it. Returns JSON memory_id, ACTIVE status and already_active. Retained source-depen…
engram_delete_memoryPreview or permanently erase one private memory and its explicit derived patterns from the live database. Unlike engram_retract_memory, execution cannot be undone. Requires a human workspace OWNER API key; OAuth agents and member keys cannot erase. Does not delete independent me…
Details
| Endpoint | https://api.engram.tools/mcp (Streamable HTTP) |
| Package | [email protected] (NPM, stdio) |
| First published | 22 Oct 2026 |
| Last updated | 22 Oct 2026 |
| Registry name | tools.engram/engram |
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