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aadilr/changethisfile-mcp (changethisfile-mcp)

changethisfile-mcp · v1.2.0 · scanned

What changed in the harness

Selection accuracy 86→88, token cost up 2%, unconfirmed writes 0%→0%.

Category breakdown

Where the score comes from.

Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.

01Safety

0.0 / 30

0.0 out of 30
02Legibility

25.7 / 30

25.7 out of 30
03Economics

19.9 / 20

19.9 out of 20
04Discoverability

14.3 / 20

14.3 out of 20

Highest-impact fix

Estimated gain +30 points

Add explicit identity and permission preflight tools

Expose machine-readable principal/tenant confirmation and a non-mutating permission check so agents can verify both before destructive actions.

Description evidence

Defects and rewrites.

2 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.

Tool Defect types Suggested rewrite
list_conversions
no_return_description
List all supported source-to-target conversion routes. Optionally pass a source_format (e.g. "docx") to see only conversions FROM that format. Returns the available conversion routes, i.e. the supported source formats and their corresponding target formats.
do_file_job
no_return_description
Describe what you want done to a file in plain language (e.g. "translate this contract to German", "pull every table out of this PDF into Excel", "shrink this video to under 25MB", "convert this to PDF"). The instruction is routed to the right job automatically and runs immediately; if the request is not supported yet you get an honest explanation of what is. Provide EITHER source_url OR base64_content, plus a filename with extension. Returns a job_id that you can pass to check_job to monitor status and retrieve preview, checkout, or download links.

Selection evidence

Confusable tool pairs.

5 pairs where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
convert_file compress_file medium Natural phrasing like 'convert this video to under 10MB' or 'convert this file to a smaller size' mixes the verb 'convert' with a size target; convert_file handles only format changes with no size control while compress_file is size-targeted, so the agent may select the wrong one.
convert_file translate_file low Tasks phrased as 'convert this document to Spanish/German' use 'convert' but specify a language rather than a format extension; the agent could pick convert_file even though translate_file is intended.
convert_file do_file_job medium do_file_job's description explicitly lists 'convert this to PDF' as a supported plain-language example, so a task like 'convert this DOCX to PDF' could plausibly be routed to the generic router instead of the dedicated convert_file.
translate_file do_file_job medium do_file_job advertises 'translate this contract to German' as an example, so a task such as 'translate this report to French' may be sent to the generic job tool rather than the dedicated translate_file.
compress_file do_file_job medium do_file_job advertises 'shrink this video to under 25MB', so a task like 'compress this PDF under 5MB' could legitimately be routed to the generic router instead of the dedicated compress_file.

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The evidence makes it actionable.

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