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Read-onlyIdempotent

Search 11,000+ products, services, and businesses using natural language queries. Receive ranked results with fit scores and filter by category, price, rating, team size, and more.

Instructions

Sylex Search — search 11,000+ products, services, and businesses across every category. Returns ranked results with fit scores. Start here, then use 'details' or 'compare'. If results seem off, use 'feedback' to report it — we're actively improving.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesNatural language search query, e.g. 'project management tool for small teams' or 'CRM with Slack integration'
categoryNoFilter by category slug. Use 'categories' tool to see available categories. Examples: project-management, crm, communication, design, development, analytics, marketing, hr, finance, security, ai-ml, deployment, customer-support
subcategoryNoFilter by subcategory slug. Use 'categories' tool to see subcategories within a category.
max_priceNoMaximum price per unit in USD
min_ratingNoMinimum rating (0-5 scale)
team_sizeNoYour team size — filters to products that support this team size
has_free_tierNoOnly show products with a free plan/tier
sourceNoFilter by data source: 'saas', 'npm', 'pypi', 'crates', 'github', 'wikidata'. Omit to search everything.
max_resultsNoMaximum results to return (default 5, max 20)
Behavior4/5

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

Annotations already provide readOnlyHint, destructiveHint, idempotentHint. Description adds that results are ranked with fit scores and that the tool is actively improved, which adds useful behavioral context beyond annotations.

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, all essential: first states purpose and scope, second gives usage flow to siblings, third encourages feedback. Perfectly front-loaded and no unnecessary words.

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

Completeness5/5

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

Given the tool's complexity (9 params, all well-described in schema) and no output schema, the description covers purpose, result format (ranked with fit scores), usage flow, and scale. Sufficient for correct selection and invocation.

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%, so baseline is 3. Description does not add extra meaning to parameters; it only describes output. Adequate but no additional semantics.

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?

Clearly states verb 'search' and resource '11,000+ products, services, and businesses across every category'. Explicitly directs user to start here and then use sibling tools 'details' or 'compare', distinguishing from them.

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 tells agent to start with this tool and then use 'details' or 'compare' for further actions. Also advises to use 'feedback' if results are off, providing clear when-to-use and when-not-to-use guidance.

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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