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derekslinz

meta-data-mcp

by derekslinz

Find Providers

opendata_providers_find
Read-onlyIdempotent

Find open-data providers by free-text query or domain/region filters. Discover which plugin answers your question, with a fallback to create a new plugin if none match.

Instructions

Search the meta-data-mcp plugin registry. Returns plugins that match a free-text query and/or domain/region filters. Use this FIRST when you don't know which plugin can answer a question. If no plugin matches, the response includes a next_step field that explains how to autonomously create one via opendata_plugins_create.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of providers to return (1-100, default 20).
queryNoFree-text query. Matched against id, title, description, keywords, domains, regions. Tokens with exact keyword hits score higher.
domainNoRestrict to providers tagged with this domain (e.g. 'health', 'legal', 'finance'). Use opendata_domains_list to enumerate.
regionNoRestrict to providers tagged with this region (e.g. 'us', 'eu', 'uk', 'global'). Use opendata_regions_list to enumerate.
activate_topNoIf > 0, automatically activate the top-N matching providers so their tools become callable in this session. Default 0 means find-providers is read-only — you must call opendata_providers_activate explicitly to load tools.
Behavior3/5

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

Annotations already declare readOnlyHint and idempotentHint, so the description need not restate. It adds useful context about the next_step field for no matches. However, it fails to disclose that setting activate_top > 0 will activate providers, a side effect that contradicts the read-only implication of the default. Though the schema documents this, the description omits it, leaving a transparency gap.

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?

Three sentences, each substantive: purpose, when-to-use, and fallback behavior. No redundancy or fluff.

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?

The description covers the discovery use case and the no-match fallback, and references an alternative creation tool. However, it omits the activate_top parameter's side effect, which is significant for an agent deciding whether to use this tool. The rich schema partially compensates, but the description is not fully complete.

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?

The input schema provides full descriptions for all 5 parameters, achieving 100% schema description coverage. The description's mention of 'free-text query and/or domain/region filters' merely echoes schema, so baseline 3 is appropriate.

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 clearly states 'Search the meta-data-mcp plugin registry' with a specific verb and resource. It distinguishes itself from sibling tools by describing filtered search functionality and explicitly says to 'Use this FIRST when you don't know which plugin can answer a question.'

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

Usage Guidelines5/5

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

Explicitly instructs when to use: 'Use this FIRST when you don't know which plugin can answer a question.' Also provides an alternative path by mentioning that if no plugin matches, the response includes a next_step field explaining how to autonomously create one via opendata_plugins_create.

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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