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MemoryMesh

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Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.9/5.0

Scored across 17 tools

Disambiguation5/5

All 17 tools serve distinct purposes: ask/generate, search passages, manage memory chunks/sources, retrieve documents/entities, graph, index, list, pin, timeline events, etc. No overlapping functionality.

Naming Consistency4/5

Predominantly verb_noun snake_case (e.g., ask_memory, forget_source, list_sources). Minor deviations like 'related_documents' (adjective+noun) and 'index_now' (adverb) slightly break the pattern, but overall clear.

Tool Count4/5

17 tools is slightly above the typical 3-15 range for a coherent set, but the memory management domain warrants many operations (indexing, search, forgetting, pinning, timeline, etc.). Still reasonable.

Completeness4/5

Covers indexing, search (various modes), memory manipulation (forget, pin), source management, entity/graph, document retrieval, timeline/event logging. Missing operations like editing memory chunks, but the surface is largely complete.

Maintenance

ActivityInactive
ResponsivenessUnresponsive

Resources