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vanguard-memory-node

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
AUTO_SYNC_VAULTNoSet to true to auto-sync every vmn_ingest to ExergyNetfalse
EXERGYNET_API_KEYNoAPI key for ExergyNet vault access (sk-exergy-*)
EXERGYNET_NETWORKNoTarget substrate: mainnet → portal.exergynet.org, testnet → dt.portal.exergynet.orgtestnet
EXERGYNET_VAULT_URLNoOverride vault base URL entirely

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
vmn_ingestB

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

vmn_recallB

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

vmn_listA

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

vmn_searchA

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_inspectB

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

vmn_deleteA

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

vmn_statsB

Return statistics about the local Vanguard Memory Vault.

vmn_index_statusA

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

vmn_rebuild_indexA

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

vmn_sync_vaultB

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

vmn_ingest_fileA

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.

Prompts

Interactive templates invoked by user choice

NameDescription
vmn-storeStore text or a note into the local Vanguard Memory Vault
vmn-findSearch the local Vanguard Memory Vault for relevant context

Resources

Contextual data attached and managed by the client

NameDescription
vault-stats
vault-all

TDQS

A3.7/5.0

Scored across 11 tools

Disambiguation4/5

Each tool targets a distinct operation (ingest, search, recall, delete, index management), so selection is mostly clear. The search/recall and ingest/ingest_file pairs are related but descriptions differentiate candidate-root listing versus evidence retrieval and raw-text versus cursor-tracked file ingestion.

Naming Consistency4/5

All tools share the vmn_ prefix and most use an imperative verb (recall, ingest, delete, rebuild, sync), which is easy to predict. vmn_stats and vmn_index_status break the verb-first pattern by using noun phrases, but this is a minor inconsistency.

Tool Count5/5

Eleven tools is a reasonable size for a memory-vault server and every tool addresses a concrete function: storage, retrieval, deletion, stats, index health, and external sync. It avoids both bloat and minimalism for the stated scope.

Completeness4/5

The surface covers the core memory lifecycle: ingest text/files, list, search, recall evidence, inspect metadata, delete, index maintenance, stats, and sync. No critical dead ends appear, though there is no explicit update operation—probably appropriate because memory objects are addressed by immutable hashes.

Maintenance

ActivityMaintained
ResponsivenessNo issues