Skip to main content
Glama

GitHub Repo Change Intelligence

repo_intel_report

PAID ($0.50 USDC on Base via x402). Highest-value repository-intelligence report: project health, popularity (stars/forks), maintenance signals, latest release and executive takeaways. Use for open-source risk assessment, choosing libraries/SDKs, vendor/technology due diligence, competitive developer research.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
targetYes

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?

With no annotations, the description carries the full behavioral burden. It usefully discloses the paid model and exact cost ($0.50 USDC on Base via x402), which an agent must know before calling. However, it says nothing about auth/account requirements, failure modes on payment, or rate limits, so it only partially covers the gap.

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?

One dense sentence pair with the price front-loaded and the report contents and use cases packed efficiently. No filler, though the second sentence is a long list rather than tightly prioritized.

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 no output schema, the description's enumeration of report fields usefully substitutes for return-value docs. But the missing parameter format and absence of any behavioral caveats beyond price leave real gaps for a single-param paid tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 0% description coverage and the single required parameter 'target' is never explained in the description — no indication whether it is owner/repo, a URL, or a package name. The description adds no parameter meaning at all, leaving the one input ambiguous.

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+resource and enumerates the report contents (health, popularity, maintenance signals, latest release, executive takeaways). It does not reference any sibling tool, so an agent can't tell from text how it differs from repo_snapshot or repo_landscape.

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?

Gives concrete use cases (risk assessment, library selection, vendor due diligence, competitive research), which is clear context for when to reach for it. No exclusions or named alternatives are provided, so it falls short of the 5 bar.

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