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agent-memory-os

agent-memory-os

by yamantaka520
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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Deploy Server
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TDQS

A4.1/5.0

Scored across 12 tools

Disambiguation3/5

Most tools have distinct purposes, but memory_search, memory_context_pack, and memory_orchestrate_context clearly overlap in the recall/context-assembly space. The descriptions help somewhat by positioning each for different use cases, but an agent could still struggle to pick the right one.

Naming Consistency4/5

All tools share the memory_ prefix and use lowercase snake_case, which is a strong unifying pattern. Most names follow a verb-object structure, though memory_snapshot_diff, memory_context_pack, and memory_recall_feedback are slightly noun-heavy and break the otherwise predictable pattern.

Tool Count5/5

With 12 tools, the server covers a broad memory lifecycle without feeling bloated. Each tool earns its place in the set, and the count is well within the expected range for a domain-specific server.

Completeness3/5

The lifecycle covers add, search, update, share, link, and context snapshot operations, but there is no delete/forget tool and no way to remove a link between memories. These are notable gaps, though an agent can mostly work around them.

Maintenance

ActivitySlowing
ResponsivenessLimited data

Resources