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datasets_trustmrr_search

Read-only

Search the TrustMRR startup dataset by company or keyword. Results include payment-provider-verified revenue and MRR signals plus traffic, growth, category, and technology fields; use filters to narrow the indexed records.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoOptional full-text query over name, description, seller message and business summary, max 256 characters.
pageNoResult page number, 1-based, default 1; page times page_size must not exceed 10000.
slugNoOptional exact startup slug filter, max 128 characters.
sortNoOptional sort order. Allowed values: relevance, mrr_desc, revenue_desc, revenue_30d_desc, traffic_desc, growth_desc, deal_score_desc, price_asc, price_desc, multiple_asc, founded_desc. Defaults to relevance with q, otherwise mrr_desc.
techNoOptional detected tech-stack slug filter (e.g. nextjs, reactnative), max 128 characters.
statusNoOptional lifecycle filter. Allowed values: active, removed.
channelNoOptional detected marketing-channel slug filter (e.g. meta-ads, seo), max 128 characters.
countryNoOptional exact ISO country-code filter, e.g. US, max 128 characters.
max_mrrNoOptional maximum verified MRR in USD, 0 or greater.
min_mrrNoOptional minimum verified MRR in USD, 0 or greater.
on_saleNoOptional filter for startups currently listed for sale.
categoryNoOptional exact category filter (the startup's TrustMRR category, e.g. SaaS, Artificial Intelligence, Mobile Apps), max 128 characters.
page_sizeNoPage size, default 20, max 100; page times page_size must not exceed 10000.
min_growthNoOptional minimum 30-day revenue growth percentage.
min_revenueNoOptional minimum verified all-time revenue in USD, 0 or greater.
min_trafficNoOptional minimum last-30-days traffic (visits), 0 or greater.
is_sponsoredNoOptional filter for sponsored (paid-placement) listings.
listing_tierNoOptional for-sale listing-tier filter (e.g. pro), max 128 characters.
max_multipleNoOptional maximum asking-price-to-revenue multiple, 0 or greater.
business_typeNoOptional business-type filter (e.g. B2B, B2C), max 128 characters.
min_ahrefs_drNoOptional minimum Ahrefs Domain Rating, 0 or greater.
min_revenue_30dNoOptional minimum verified last-30-days revenue in USD, 0 or greater.
target_audienceNoOptional target-audience filter (e.g. B2B, B2C), max 128 characters.
max_asking_priceNoOptional maximum asking price in USD, 0 or greater.
min_asking_priceNoOptional minimum asking price in USD, 0 or greater.
payment_providerNoOptional payment-provider filter (e.g. stripe, revenuecat, superwall, creem), max 128 characters.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description usefully adds that revenue/MRR figures are 'payment-provider-verified' (a data-provenance signal) and that extra traffic/growth/category/tech fields come back, but it says nothing about pagination limits or rate behavior beyond what the schema states.

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 tight sentences, front-loaded with the core action and followed by the value of the returned data. No filler, though the second sentence is somewhat dense.

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

Completeness3/5

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

With an output schema present and full inline param docs, the description need not explain return values or filters, and it doesn't. However, for a 26-parameter search tool it is thin on orientation (no hint about the default sort behavior or the 10000-record pagination ceiling), leaving some gaps for an agent planning a query.

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% and every one of the 26 parameters is fully documented inline (allowed sort values, page/page_size caps, filter semantics). The description adds no parameter meaning beyond the schema, so the baseline of 3 is correct.

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 ('Search') and resource ('the TrustMRR startup dataset') and names the filterable dimensions of the returned records. It does not explicitly distinguish itself from the sibling datasets_trustmrr_facets / _item / _history tools, but the search scope is unambiguous.

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 closing phrase 'use filters to narrow the indexed records' implies usage but gives no explicit when-to-use, when-not, or alternative-tool routing (e.g. facets vs item vs history). The agent must infer the boundary from sibling names alone.

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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