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quick_hipocampo_search

Búsqueda rápida en el Hipocampo (alias corto de search_hipocampo).

Es solo lectura — no modifica datos. Comportamiento y argumentos idénticos
a search_hipocampo (filtros code:/category:/id:/after:, format compact/full/json,
rerank auto/always/never).

Input Schema

NameRequiredDescriptionDefault
kNo
idsNo
codeNo
nivelNo
queryNo
formatNocompact
offsetNo
rerankNoauto
explainNo
categoriesNo
session_idNo
memory_typeNo
rerank_top_kNo
created_afterNo
snippet_charsNo
created_beforeNo
include_scoresNo
include_pendingNo
rerank_budget_msNo

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed20 schema fields changed
    • addedInput schema / properties / categories
      Added value: +{
      +  "anyOf": [
      +    {
      +      "items": {
      +        "type": "string"
      +      },
      +      "type": "array"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "title": "Categories"
      +}
    • addedInput schema / properties / code
      Added value: +{
      +  "default": "",
      +  "title": "Code",
      +  "type": "string"
      +}
    • addedInput schema / properties / created_after
      Added value: +{
      +  "default": "",
      +  "title": "Created After",
      +  "type": "string"
      +}
    • addedInput schema / properties / created_before
      Added value: +{
      +  "default": "",
      +  "title": "Created Before",
      +  "type": "string"
      +}
    • addedInput schema / properties / explain
      Added value: +{
      +  "default": false,
      +  "title": "Explain",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / format
      Added value: +{
      +  "default": "compact",
      +  "title": "Format",
      +  "type": "string"
      +}
    • addedInput schema / properties / ids
      Added value: +{
      +  "anyOf": [
      +    {
      +      "items": {
      +        "type": "integer"
      +      },
      +      "type": "array"
      +    },
      +    {
      +      "type": "null"
      +    }
      +  ],
      +  "default": null,
      +  "title": "Ids"
      +}
    • addedInput schema / properties / include_pending
      Added value: +{
      +  "default": true,
      +  "title": "Include Pending",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / include_scores
      Added value: +{
      +  "default": false,
      +  "title": "Include Scores",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / k
      Added value: +{
      +  "default": 5,
      +  "title": "K",
      +  "type": "integer"
      +}
    • addedInput schema / properties / memory_type
      Added value: +{
      +  "default": "",
      +  "title": "Memory Type",
      +  "type": "string"
      +}
    • addedInput schema / properties / nivel
      Added value: +{
      +  "default": "",
      +  "title": "Nivel",
      +  "type": "string"
      +}
    • addedInput schema / properties / offset
      Added value: +{
      +  "default": 0,
      +  "title": "Offset",
      +  "type": "integer"
      +}
    • addedInput schema / properties / query / default
      Added value: +""
    • changedInput schema / properties / rerank / default
      Previous value: -falseNew value: +"auto"
    • changedInput schema / properties / rerank / type
      Previous value: -"boolean"New value: +"string"
    • addedInput schema / properties / rerank_budget_ms
      Added value: +{
      +  "default": 800,
      +  "title": "Rerank Budget Ms",
      +  "type": "integer"
      +}
    • addedInput schema / properties / rerank_top_k
      Added value: +{
      +  "default": 8,
      +  "title": "Rerank Top K",
      +  "type": "integer"
      +}
    • addedInput schema / properties / snippet_chars
      Added value: +{
      +  "default": 300,
      +  "title": "Snippet Chars",
      +  "type": "integer"
      +}
    • removedInput schema / required
      Removed value: -[
      -  "query"
      -]
  2. Changed1 schema field changed
    • addedInput schema / properties / rerank
      Added value: +{
      +  "default": false,
      +  "title": "Rerank",
      +  "type": "boolean"
      +}
  3. First observed

TDQS

B3.1/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully declares 'Es solo lectura — no modifica datos' and that behaviour matches search_hipocampo, which covers the safety profile. However, it says nothing about pagination, default inclusion of pending memories, latency/rerank budget trade-offs, or any limits.

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

Conciseness4/5

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

Two short sentences with the purpose and read-only guarantee front-loaded, followed by a tight parenthetical enumerating options. No filler, though the enum listing is terse enough that it reads more as a hint than documentation.

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?

Output schema exists so return values need not be explained, and the read-only claim is covered, but for a 19-parameter search tool with zero schema description coverage the description leaves most inputs undocumented and gives no guidance on defaults or interacting options. It is under-specified relative to the tool's complexity.

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

Parameters2/5

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

Schema coverage is 0% across 19 parameters, so the description must compensate, and it only partially does: it names filter prefixes (code:/category:/id:/after:), the format enum (compact/full/json) and the rerank enum (auto/always/never). The remaining parameters (k, ids, nivel, offset, explain, session_id, memory_type, rerank_top_k, snippet_chars, include_scores, include_pending, rerank_budget_ms) get no explanation beyond their self-describing names.

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

Purpose4/5

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

States a specific verb+resource ('Búsqueda rápida en el Hipocampo') and explicitly identifies itself as a short alias of search_hipocampo with identical behavior, which lets an agent reason about the sibling relationship. It is clear what the tool does, though it never says what the Hipocampo corpus actually contains.

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

Usage Guidelines3/5

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

The description signals it is read-only and behaviourally identical to search_hipocampo, which implies either can be used, but it never states when to prefer this short alias over the full-named sibling or any conditions/exclusions. Usage is inferable rather than explicit.

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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