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mcpware/pagecast (@mcpware/pagecast)

mcpware-pagecast · v0.2.0 · scanned

What changed in the harness

Selection accuracy 96→98, token cost up 6%, 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

26.2 / 30

26.2 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.

6 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
interact_page
no_return_description
Perform sequential actions (scroll, click, hover, type, press, select, wait, navigate) on the page being recorded for the given session ID; each action is captured in the recording. Returns once all actions have been applied.
stop_recording
name_restates_behavior no_return_description
Stop the active recording for the given session ID, finalize the captured video, and save it as a .webm file. Returns the path to the saved .webm file.
convert_to_gif
name_restates_behavior no_return_description
Convert a .webm video file into an optimized, web-friendly GIF using ffmpeg's two-pass palette method, optionally adjusting fps, width, and trimming the start. Returns the path to the generated .gif file.
convert_to_mp4
name_restates_behavior no_return_description
Convert a .webm video file into an MP4 (H.264) for broad compatibility with social media, sharing, and embedding, with an optional CRF quality setting. Returns the path to the generated .mp4 file.
record_and_gif
no_return_description
Record the given URL for durationSeconds, then convert the result to a GIF in one call - ideal for simple demos where you want a ready-to-share animation. Returns the path to the generated .gif file.
list_recordings
name_restates_behavior
List the available .webm and .gif recording files in the given directory (default: ./recordings) so you can find files to convert or share. Returns the names of the recording files found.

Selection evidence

Confusable tool pairs.

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

Tool A Tool B Confidence Why they collide
convert_to_gif convert_to_mp4 low Both accept a .webm input and convert it, so a task like 'convert this video/webm recording' without naming the target format matches either. Format-specified tasks (e.g. 'make a gif') are unambiguous because each description names its output format.
convert_to_gif record_and_gif medium 'Make a gif' can mean converting an existing .webm file (convert_to_gif) or recording a URL and converting it in one step (record_and_gif). The agent must infer whether the user already has a file or wants a new recording, and both tools share 'gif/convert' vocabulary.
record_page interact_page low A task like 'record my page interaction' is ambiguous between starting a recording (record_page) and scripting actions that get captured into video (interact_page). Descriptions otherwise diverge clearly, so confusion is only plausible for compound phrasing.
record_page record_and_gif medium A bare 'record this URL' task fits both: record_page opens the URL and returns a session (webm), while record_and_gif is the all-in-one that also opens and records. record_and_gif's 'best for simple demos' framing invites selection for any simple recording request, even when the user only wants raw video.

Compare the field

One score is useful.
The evidence makes it actionable.

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