Skip to content
Agentmart
Submit a tool

Vanguard Memory Node

Local deterministic BM25 memory for AI agents.

Connector by ezumba · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)
Write a review

Chalk Labs

Need help deploying Vanguard Memory Node?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

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/ezumba-vanguard-memory-node

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.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

Local deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.

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
6 read · 1 write · 1 delete · 3 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 11

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

Read 6 · Look things up without changing anything.

  • vmn_index_status
  • vmn_inspect
  • vmn_list
  • vmn_recall
  • vmn_search
  • vmn_stats

Write 1 · Create, change, send or run things.

  • vmn_sync_vault

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

  • vmn_delete

Not yet classified 3 · We could not tell from the name and description.

  • vmn_ingest
  • vmn_ingest_file
  • vmn_rebuild_index

Files it touches

  • Any path the agent passes to its tools

Tools (11)

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

  • vmn_delete

    Delete a memory object from the local vault by its SHA-256 root hash. This is permanent.

  • vmn_index_status

    Return the current status of the BM25 inverted index. Indicates if a rebuild is needed.

  • vmn_ingest

    Ingest text into the local Vanguard Memory Vault. Returns a SHA-256 shard hash.

  • vmn_ingest_file

    Ingest new content from a file into the vault, tracking progress with a cursor so only new lines are ingested on each call. Safe to call repeatedly — only the delta since the last call is stored.

  • vmn_inspect

    Inspect the catalog metadata for a specific memory shard by its SHA-256 root hash.

  • vmn_list

    List all memory objects in the local vault. Optionally filter by namespace.

  • vmn_rebuild_index

    Rebuild the BM25 inverted index from existing vault objects. Safe to run at any time — objects are never modified.

  • vmn_recall

    Recall evidence from a local Vanguard Memory shard using deterministic xLMP lexical search.

  • vmn_search

    Search across all memory objects in the vault by keyword query. Returns candidate roots. Use vmn_recall with a specific root to retrieve full evidence.

  • vmn_stats

    Return statistics about the local Vanguard Memory Vault.

  • vmn_sync_vault

    Sync a local memory object to the ExergyNet LNES-17 vault. Requires EXERGYNET_API_KEY env var.

Signals

Stars
0
Forks
0
Open issues
0
Weekly downloads
19
Last commit
Sep 5, 2026 (1 month ago)
Last release
Sep 5, 2026 (1 month ago)
Last package publish
Sep 8, 2026 (1 month ago)

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

Details

Registry name
io.github.ezumba/vanguard-memory-node
Version
2.0.1
Auth
No auth
License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

More from ezumba

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get Vanguard Memory Node running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying Vanguard Memory Node?

CallGet help
Cite this page

Vanguard Memory Node MCP server. Agent Mart. https://agentmart.dev/connectors/ezumba-vanguard-memory-node (last updated 2026-10-24)