Skip to main content
Glama
MaykolMedrano

mcp-sinim

search_variables

Search SINIM variables by name using fuzzy, accent- and case-insensitive matching. Optionally filter by area to find relevant municipal data.

Instructions

Fuzzy-search SINIM variables by name, optionally filtered by area.

Matching is accent- and case-insensitive ("educacion" also finds "Educación").

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
areaNoOptional area-name filter, matched as a substring (e.g. "finanzas", "educacion").
limitNoMaximum number of results (default 10).
queryYesFree-text search term (e.g. "patentes municipales", "ingresos propios").

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations, the description carries full burden. It discloses fuzzy, accent-insensitive, and case-insensitive matching. It doesn't mention side effects or read-only nature, but for a search tool this is adequate.

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

Conciseness5/5

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

Two concise sentences: first states purpose, second adds key behavioral detail. No fluff, front-loaded.

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

Completeness4/5

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

Given output schema exists and moderate complexity, description covers search intent and fuzzy behavior. Could mention pagination or sorting, but limit is described.

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

Parameters4/5

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

Schema coverage is 100%, baseline 3. The description adds value by specifying matching behavior (fuzzy, accent-insensitive) beyond the schema, and explains area filter as substring match.

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

Purpose5/5

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

The description explicitly states the verb 'fuzzy-search' and the resource 'SINIM variables', with optional area filter, clearly distinguishing from sibling tools like get_data or get_variable_info.

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

Usage Guidelines4/5

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

The description explains that matching is accent- and case-insensitive, providing useful context for when to use this tool. However, it does not explicitly contrast with alternatives or state when not to use it.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/MaykolMedrano/mcp_sinim'

If you have feedback or need assistance with the MCP directory API, please join our Discord server