Skip to main content
Glama

redcon_rank

Rank repository files by relevance to a task using keyword and import-graph signals. Use this first to avoid guessing paths.

Instructions

Rank repository files by relevance to a task using keyword and import-graph signals. Call this FIRST on any new task, before searching or reading files: it replaces guessing paths, broad grep sweeps, and directory listings. Returns the top-K paths with scores and reasons; follow up with redcon_compress on the top hits instead of reading them whole.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoNoRepository path (default: current directory).
taskYesDescription of what you're working on
top_kNoNumber of top files to return
Behavior4/5

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

No annotations provided, so description carries full burden. Discloses use of keyword and import-graph signals, and output includes scores and reasons. Could mention more about caching or performance, but sufficient for a ranking tool.

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?

Two sentences, front-loaded, every sentence adds value. No unnecessary words.

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?

No output schema, but description mentions return type ('top-K paths with scores and reasons') and suggests follow-up tool. Could specify behavior for very large repos, but overall complete for a ranking tool given context signals.

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 100%, so baseline is 3. Description adds minimal parameter-specific info beyond schema; the task parameter is referenced in usage context but not detailed further.

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 'rank', resource 'repository files', and purpose 'by relevance to task'. Distinguishes from siblings by specifying it is the first step, replacing guessing paths, grep sweeps, and directory listings.

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 says 'Call this FIRST on any new task' and contrasts with alternatives. Recommends follow-up with redcon_compress, providing clear when-to-use guidance.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/natiixnt/redcon'

If you have feedback or need assistance with the MCP directory API, please join our Discord server