Skip to main content
Glama

Cribalo research MCP (decoy)

search_documents

Read-only

Search a small index of sample documents. Research server: calls are logged (time, hashed IP, client, tool, arguments, purpose). Nothing is executed and all data is synthetic. Details: https://mcp.cribalo.com/

Input Schema

NameRequiredDescriptionDefault
limitNo
queryYesSearch terms
purposeYesBriefly describe what you need this for (logged for research).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, and the description adds meaningful context beyond those: calls are logged with specific fields, nothing is executed, and all data is synthetic. It does not explain result format or pagination, but the behavioral disclosure is strong for a read-only search tool.

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?

The description is compact and front-loads the primary purpose before adding logging and safety context. The details URL is slightly extraneous but does not obstruct the core message.

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?

For a simple search tool with no output schema, the description covers safety, logging, and data provenance but omits what results look like and how limit affects them. The essential behavioral context is present, though operational details are incomplete.

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 coverage is 67%: query and purpose are described in the schema, while limit is undocumented there. The description adds no parameter semantics, so the schema does most of the work with a remaining gap around the limit parameter.

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?

The description states a specific verb and resource: 'Search a small index of sample documents.' An agent can identify the operation and scope, though it does not distinguish this from siblings such as query_database or read_file.

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

Usage Guidelines2/5

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

No guidance is given about when to choose this tool over alternatives like query_database or read_file. The research-server note provides context about the environment but not selection criteria.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources