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tosin2013

mcp-adr-analysis-server

by tosin2013

memory_loading

Load ADRs into a queryable memory system to search, explore, and manage architectural entities, relationships, and insights using filters, thresholds, and relationship traversal.

Instructions

Advanced memory loading tool for the memory-centric architecture. Query, explore, and manage memory entities and relationships. Load ADRs into memory system and perform intelligent queries.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNoQuery parameters for entity search
actionNoMemory operation to performquery_entities
entityIdNoEntity ID for get_entity and find_related actions
maxDepthNoMaximum depth for relationship traversal (find_related action)
forceReloadNoForce reload of ADRs (load_adrs action)

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Addedv1.0.0

TDQS

C2.6/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description hints at mutation ('load ADRs into memory system', 'manage'), which is consistent with readOnlyHint=false — no contradiction. However, it does not disclose that load_adrs can force reloads or that create_snapshot persists state, so the side effects of these write actions are left undisclosed. The annotations are sparse, so the description should carry more weight than it does.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The first sentence ('Advanced memory loading tool for the memory-centric architecture') is marketing fluff with no informational value. Sentences 2 and 3 are redundant — both describe querying and loading. The whole description could be compressed to a single sentence without loss of meaning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

This is a complex multi-action tool (6 actions, nested query object, 5 top-level params) with no output schema and minimal annotations. The description fails to explain action semantics (what get_intelligence or create_snapshot do), output format, or how the query object interacts with the action parameter. An agent cannot reliably choose the correct action from the description alone.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% with detailed descriptions for every parameter (tags, sortBy, entityTypes, contextFilters, etc.), so the baseline of 3 applies. The description adds zero parameter information. Notably, the six action enum values (load_adrs, get_intelligence, create_snapshot, etc.) are only described generically as 'Memory operation to perform' — the description could clarify what each action does but does not.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a general purpose (query, explore, manage memory entities; load ADRs) but is scattered across multiple verbs without a single clear responsibility. It names specific capabilities like loading ADRs and performing intelligent queries, but does not differentiate from siblings such as get_knowledge_graph, expand_memory, or get_memory_stats, which appear to overlap heavily.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives. The description never mentions sibling tools, exclusions, or usage context. With 60+ siblings including expand_memory, get_memory_stats, and query_conversation_history, an agent has no basis to select this tool over them.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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