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Genesys Memory

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Connector by Astrix-Labs · GitHub account verified by the MCP Registry

IndexedAGPL-3.0Local (stdio)★ 31
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/astrix-labs-genesys-memory

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
5 read · 5 write · 1 delete · 2 not yet classified
Secrets
2 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Python package

Tools by what they do 13

Read from the source code; the running server may list different tools.

Read 5 · Look things up without changing anything.

  • list_core_memories
  • memory_explain
  • memory_recall
  • memory_search
  • memory_stats

Write 5 · Create, change, send or run things.

  • memory_amend
  • memory_store
  • pin_memory
  • set_core_preferences
  • unpin_memory

Delete 1 · Delete, drop, revoke or wipe things.

  • delete_memory

Not yet classified 2 · We could not tell from the name and description.

  • memory_traverse
  • promote_to_org

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • ANTHROPIC_API_KEY
  • OPENAI_API_KEY

Other settings (environment variables or headers).

  • GENESYS_EMBEDDER

Tools (13)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • delete_memory

    Permanently delete a memory node and all its edges.

  • list_core_memories

    List all core memories, optionally filtered by category.

  • memory_amend

    Record a correction: creates a new memory that supersedes an existing one. The old memory is kept (decayed in recall results), not deleted.

  • memory_explain

    Explain a memory's score breakdown.

  • memory_recall

    Recall memories using hybrid search (vector + keyword + graph spreading activation).

  • memory_search

    Filtered vector search by status, category, date, or entity. Pass an EMPTY query to enumerate by recency instead (no vector search, no embedder needed): with since/active_since this answers 'what's new/changed since <ts>' without knowing what to query for.

  • memory_stats

    Get graph statistics.

  • memory_store

    Store a new memory in the causal memory graph. Use `related` for writer-specified typed edges (each {id, type}); `related_to` is legacy and always creates caused_by edges. May return `possible_conflicts` — heuristic hints, not verified contradictions.

  • memory_traverse

    Traverse the memory graph from a starting node. Returns reachable nodes AND the edges of the induced subgraph among them (source/target/type/weight/created_by) — a superset of the BFS tree, so paths can be reconstructed.

  • pin_memory

    Pin a memory to core status.

  • promote_to_org

    Promote a private memory to org visibility. Caller must own the node and belong to the target org.

  • set_core_preferences

    Configure core memory category preferences.

  • unpin_memory

    Unpin a memory and re-evaluate core eligibility.

Signals

Stars
31
Forks
5
Open issues
0
Weekly downloads
38
Last commit
Sep 7, 2026 (1 month ago)
Last release
Jul 19, 2026 (3 months ago)
Last package publish
Sep 6, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.Astrix-Labs/genesys-memory
Version
0.5.2
Auth
API key
Packages
pypi genesys-memory
License
AGPL-3.0
Repository
github.com/Astrix-Labs/genesys
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Genesys Memory MCP server. Agent Mart. https://agentmart.dev/connectors/astrix-labs-genesys-memory (last updated 2026-10-25)