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mcp-osint

osint_preview

Preview a resource's schema and sample data before fetching, showing column types, text structure, or API parameters to confirm it contains what you need.

Instructions

Preview a resource's schema and sample data before fetching.

For tabular data: shows column names, types, and sample rows. For documents: shows text excerpt and structure. For APIs: shows available parameters and endpoints.

Use to confirm a resource has what you need before calling osint_get.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
max_bytesNoMax bytes for text preview (default: 4000)
row_limitNoSample rows for tabular data (default: 5)
resource_idYesResource ID from osint_search results
Behavior4/5

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

With no annotations, the description carries full burden and effectively explains what the tool returns for different data types (tabular, documents, APIs) and mentions default limits. It lacks details on error behavior or edge cases, but overall it provides sufficient transparency.

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?

The description is concise with just 6 lines, uses bullet points for clarity, and front-loads the main purpose. Every sentence adds value without redundancy.

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 the tool's moderate complexity (3 parameters, no output schema), the description covers the primary use case and different data type behaviors adequately. It lacks details on return format or error handling, but is sufficient for an agent to understand what to expect.

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 the baseline is 3. The description mentions 'max_bytes for text preview' and 'row_limit for tabular data' but these do not add significant meaning beyond the already detailed schema descriptions.

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 'Preview a resource's schema and sample data before fetching' and elaborates on specific behaviors for tabular data, documents, and APIs. It distinguishes itself from sibling osint_get by explicitly advising to use it before fetching.

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 explicitly says 'Use to confirm a resource has what you need before calling osint_get,' providing clear context for when to use the tool. It also references osint_search in the parameter description. However, it does not specify when not to use it or list alternative tools beyond osint_get.

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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