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Release Radar MCP by usefulapi

Latest GitHub deploy/release

github_latest_deploy

Low-level building block: the latest GitHub deployment for a repo (falls back to the latest release), returning sha + timestamp. Used internally by whats_broken_since_last_deploy. GitHub: GET /repos/{owner}/{repo}/deployments.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesGitHub repo name.
ownerYesGitHub repo owner/org.
environmentNoFilter deployments to this environment.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.9/5.0
Behavior3/5

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

With no annotations, the description carries the burden, and it does disclose non-obvious behavior: the fallback from deployments to releases and the return shape (sha + timestamp). It says nothing about authentication requirements, rate limits, or pagination, which matter for a GitHub GET endpoint.

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?

Front-loaded with the key framing ('low-level building block') and tightly written; the fallback and return fields follow immediately. The trailing raw endpoint (GET /repos/{owner}/{repo}/deployments) is the one piece that restates implementation detail rather than adding selecting value.

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?

For a simple 3-parameter read tool with no output schema, the description covers what it returns (sha + timestamp), the fallback path, and its role in the toolset. The missing piece is operational context such as auth or rate-limit behavior, but nothing essential for correct invocation is absent.

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 owner, repo, and environment are already documented in the schema, making the baseline 3. The description never mentions the optional environment filter or how the fallback interacts with it, so it adds no meaning beyond the structured fields.

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?

States a specific verb+resource (fetch the latest GitHub deployment for a repo), the fallback to latest release, and the returned fields (sha + timestamp). It explicitly positions itself against the sibling whats_broken_since_last_deploy as its internal building block, so an agent can tell the two apart without opening a schema.

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?

Framing it as a 'low-level building block ... used internally by whats_broken_since_last_deploy' gives clear implied guidance: prefer the higher-level sibling for end-user questions. There is no explicit 'do not call directly' exclusion or stated precondition, so it stops short of full when/when-not coverage.

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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