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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

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": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
searchA

Hybrid search over memory; returns a compact id+snippet index. Reranks by default (set CAIRN_RERANK=0 to disable, or pass rerank=false). Recall prefers your current project's memories (boosted, non-lossy): pass project (a repo name) to target another project, else the server's working directory is used. scope="project" hard-limits results to that project.

recallA

Search then hydrate the top-k notes' full text. Reranks by default (set CAIRN_RERANK=0 to disable, or pass rerank=false). Recall prefers your current project's memories (boosted, non-lossy): pass project (a repo name) to target another project, else the server's working directory is used. scope="project" hard-limits results to that project.

build_contextC

Return a note plus its 1-hop linked neighbors.

recentC

List the most-recently-modified notes.

rememberB

Persist a distilled memory (redacted, non-lossy) into the vault.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.3/5.0

Scored across 5 tools

Disambiguation4/5

search and recall are similar but their outputs differ (index vs full text). build_context, recent, and remember are clearly distinct. No two tools appear to do the exact same thing.

Naming Consistency3/5

Naming mixes single verbs (search, recall, remember), a verb_noun (build_context), and an adjective (recent). All lowercase and readable, but no consistent pattern.

Tool Count5/5

5 tools is well-scoped for a memory vault: search, recall, context building, recent listing, and writing. Each tool earns its place without redundancy.

Completeness4/5

Core operations are covered: create (remember), search, retrieve, list, and context expansion. Missing update/delete but these may be out of scope for a memory vault.

Maintenance

ActivityActive
ResponsivenessResponsive