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Memdata

Persistent memory for AI agents.

Connector by thelabvenice · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)
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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/thelabvenice-memdata

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

Persistent memory for AI agents. Store context, retrieve it semantically.

Reviews

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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
5 read · 3 write · 1 delete · 1 not yet classified
Secrets
1 (API keys, tokens or passwords)
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 10

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

Read 5 · Look things up without changing anything.

  • memdata_list
  • memdata_query
  • memdata_query_timerange
  • memdata_relationships
  • memdata_status

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

  • memdata_session_end
  • memdata_session_start
  • memdata_set_identity

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

  • memdata_delete

Not yet classified 1 · We could not tell from the name and description.

  • memdata_ingest

Secrets and settings it asks for

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

  • MEMDATA_API_KEY

Tools (10)

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

  • memdata_delete

    Delete a memory/artifact from storage. This permanently removes the content and all associated chunks. Use memdata_list to find artifact IDs.

  • memdata_ingest

    Ingest text content into long-term memory for later retrieval. Use this to store important information, notes, decisions, or context that should be remembered across conversations.

  • memdata_list

    List all stored memories/artifacts. Shows what content has been ingested with chunk counts and dates. Use this to see what is in memory before querying or to find artifact IDs for deletion.

  • memdata_query

    Search memory for relevant context based on a natural language query. Returns the most semantically similar stored content with similarity scores.

  • memdata_query_timerange

    Search memory within a specific time range. Use for queries like "what did I work on last week" or "meetings from January".

  • memdata_relationships

    Find entities related to a person, company, or concept in your memory. Shows who/what appears together in the same context.

  • memdata_session_end

    Save a session handoff before ending. Stores what you were working on and context for the next session. Call this before context compression or when ending a work session.

  • memdata_session_start

    🚀 CALL THIS FIRST at the start of every session. Returns your identity, what you were working on, last session handoff, recent activity, and memory stats. Essential for session continuity.

  • memdata_set_identity

    Set or update your agent identity. Use this to establish who you are and your purpose.

  • memdata_status

    Check the health and storage usage of your MemData account. Shows API connectivity and how much storage space is used.

Signals

Stars
0
Forks
0
Open issues
0
Last commit
Feb 3, 2026 (8 months ago)
Last release
Jan 31, 2026 (9 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.thelabvenice/memdata
Version
1.4.1
Auth
API key
Packages
npm memdata-mcp
License
MIT
Repository
github.com/thelabvenice/memdata-mcp
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Memdata MCP server. Agent Mart. https://agentmart.dev/connectors/thelabvenice-memdata (last updated 2026-10-24)