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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
urlYesThe HTTP URL of the Genesys MCP server (e.g., http://localhost:8000/mcp)

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
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
memory_storeA

Store a new memory in the causal memory graph. Use related for writer-specified typed edges (each {id, type}); related_to is legacy and always creates caused_by edges. May return possible_conflicts — heuristic hints, not verified contradictions.

memory_amendA

Record a correction: creates a new memory that supersedes an existing one. The old memory is kept (decayed in recall results), not deleted.

memory_recallC

Recall memories using hybrid search (vector + keyword + graph spreading activation).

memory_searchA

Filtered vector search by status, category, date, or entity. Pass an EMPTY query to enumerate by recency instead (no vector search, no embedder needed): with since/active_since this answers 'what's new/changed since ' without knowing what to query for.

memory_traverseB

Traverse the memory graph from a starting node. Returns reachable nodes AND the edges of the induced subgraph among them (source/target/type/weight/created_by) — a superset of the BFS tree, so paths can be reconstructed.

memory_explainC

Explain a memory's score breakdown.

pin_memoryC

Pin a memory to core status.

unpin_memoryB

Unpin a memory and re-evaluate core eligibility.

list_core_memoriesA

List all core memories, optionally filtered by category.

delete_memoryA

Permanently delete a memory node and all its edges.

memory_statsC

Get graph statistics.

set_core_preferencesC

Configure core memory category preferences.

promote_to_orgB

Promote a private memory to org visibility. Caller must own the node and belong to the target org.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.4/5.0

Scored across 13 tools

Disambiguation5/5

Each tool targets a distinct operation: store, amend, recall, filtered search, graph traversal, explanation, pinning, unpinning, deletion, stats, preferences, and visibility promotion. memory_recall and memory_search are clearly differentiated as hybrid retrieval versus structured filtering/enumeration.

Naming Consistency3/5

The memory_* prefix is used consistently for several core operations, but other tools switch to verb_memory forms (pin_memory, delete_memory), noun-like names (memory_stats), or unrelated forms (list_core_memories, set_core_preferences, promote_to_org). The naming is readable but not a uniform verb_noun pattern.

Tool Count5/5

Thirteen tools is well within the ideal range for a memory graph server. Each tool covers a meaningful lifecycle or administrative function without unnecessary redundancy.

Completeness5/5

The tool set covers the full memory lifecycle: create, read via multiple retrieval modes, amend/supersede, pin/unpin, delete, and administrative operations like stats and preferences. Graph traversal and explanation tools add strong domain coverage with no obvious dead ends.

Maintenance

ActivityMaintained
ResponsivenessNo issues