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Cozo Memory

Local-first memory system for AI agents with hybrid search and graph reasoning

Connector by tobs-code · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 1
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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/tobs-code-cozo-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

Local-first memory system for AI agents with hybrid search and graph reasoning

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

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

Tools
2 read · 3 write · 0 delete
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 5

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

Read 2 · Look things up without changing anything.

  • analyze_graph
  • query_memory

Write 3 · Create, change, send or run things.

  • edit_user_profile
  • manage_system
  • mutate_memory

Tools (5)

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

  • analyze_graph

    Graph analysis and advanced retrieval strategies. Select operation via 'action'. Common operations: explore (navigate/find paths), communities (detect groups), pagerank (entity importance), shortest_path Advanced: semantic_walk, infer_relations, bridge_discovery, hnsw_clusters, temporal patterns Use 'explore' without end_entity for neighborhood, with end_entity for shortest path. For detailed action descriptions and parameters, see docs/USAGE-GUIDE.md.

  • edit_user_profile

    Direct management of the global user profile ('global_user_profile'). Edit user preferences, work style, and profile metadata. The user profile is automatically boosted in all searches (50% score boost). Parameters: name, type, metadata, observations (array), clear_observations (boolean) Example: { observations: [{ text: "Prefers TypeScript over JavaScript" }] } Note: Use mutate_memory with action='add_observation' and entity_id='global_user_profile' for implicit updates.

  • manage_system

    System maintenance and memory management. Select operation via 'action'. Monitoring: health (status check), metrics (detailed stats) Data portability: export_memory (JSON/Markdown/Obsidian), import_memory (Mem0/MemGPT/Cozo) Backups: snapshot_create, snapshot_list, snapshot_diff Optimization: cleanup (LLM consolidation), defrag (merge duplicates), reflect (find contradictions) Advanced: summarize_communities, compress_memory_levels, analyze_memory_distribution, compact, list_inference_rules, delete_inference_rule Important: Use confirm=false for dry-run before cleanup/defrag. clear_memory req…

  • mutate_memory

    Write access to memory. Select operation via 'action'. Common actions: create_entity, add_observation, create_relation, update_entity, delete_entity Advanced: run_transaction, add_inference_rule, ingest_file, session/task management, conflict detection Use entity_id='global_user_profile' for storing persistent user preferences (automatically boosted in searches). For detailed action descriptions, parameters, and examples, see docs/USAGE-GUIDE.md. Note: Inference rules must return exactly 5 columns: [from_id, to_id, relation_type, confidence, reason]. Invalid syntax will result in errors.

  • query_memory

    Read access to memory with multiple retrieval strategies. Use 'search' for quick lookups, 'adaptive_retrieval' for auto-optimization, or 'context' for comprehensive exploration. Available actions: - search, advancedSearch: Hybrid search with query (required) - context: Context retrieval with query (required) - entity_details, history: Entity info with entity_id (required) - graph_rag, graph_walking: Graph traversal with query (required) - adaptive_retrieval, dynamic_fusion, agentic_search: Advanced search with query (required) - spreading_activation, qafd_search, hierarchical_memory_query: S…

Signals

Stars
1
Forks
0
Open issues
0
Last commit
Jun 8, 2026 (4 months ago)
Last release
Feb 28, 2026 (8 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.tobs-code/cozo-memory
Version
1.0.3
Auth
No auth
Packages
npm cozo-memory
License
Apache-2.0
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

Cozo Memory MCP server. Agent Mart. https://agentmart.dev/connectors/tobs-code-cozo-memory (last updated 2026-10-24)