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quietnotion/barevalue-mcp (barevalue-mcp)

barevalue-mcp · v1.0.0 · scanned

What changed in the harness

Selection accuracy 100→100, token cost up 7%, 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

26.1 / 30

26.1 out of 30
03Economics

19.5 / 20

19.5 out of 20
04Discoverability

11.6 / 20

11.6 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.

8 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
barevalue_api_status
no_return_description
Check Barevalue API health, queue depth, and estimated processing times. Returns the current health status, queue depth, and estimated processing times, so you can verify the service is operational before submitting orders. No authentication required.
barevalue_validate
no_return_description
Pre-check an audio file from a public URL before submission. Validates speech content (requires minimum 10% speech) and detects music-only content; does NOT charge credits. Returns the validation result indicating whether the file has sufficient speech content and is ready for submission. Use for external URLs before submitting; files uploaded via barevalue_upload can skip validation and go directly to submit.
barevalue_submit
params_unexplained no_return_description
Submit an uploaded file (using the order_id and s3_key returned by barevalue_upload) for editing. editing_mode='ai' (default) performs AI podcast editing of audio only (up to 60 min), billed against credits/subscription minutes. editing_mode='human' routes to a professional human editor for audio or video, billed at standard per-minute rates (credits first, then the default card on file for the remainder); use it for white-label/human-only accounts and for video. podcast_name and episode_name are required to identify and label the episode in the transcript and output; episode_number, special_instructions, host_names, and guest_names are optional labels/customization. Returns the submitted order (e.g., order_id) which can be tracked via barevalue_status.
barevalue_submit_url
params_unexplained no_return_description
Submit a podcast for AI editing using a public URL; the file will be downloaded and processed. Useful for files hosted on Dropbox, Google Drive (with a public link), or other file hosting services. podcast_name and episode_name are required to identify and label the episode; episode_number, special_instructions, host_names, and guest_names are optional labels/customization. Returns the submitted order (e.g., order_id) which can be tracked via barevalue_status.
barevalue_list_orders
no_return_description
List recent orders with their status. Useful for checking on multiple orders or finding a specific order. Returns a paginated list of orders (with their current status), controlled by page, per_page, and an optional status filter.
barevalue_webhooks_list
no_return_description
List all configured webhooks for your account. Webhooks send notifications when orders complete, fail, or are refunded. Returns each webhook's ID, URL, subscribed events, and active status.
barevalue_webhook_update
no_return_description
Update an existing webhook's URL, events, or active status, identified by webhook_id. Returns the updated webhook configuration.
barevalue_webhook_delete
no_return_description
Permanently delete a webhook identified by webhook_id. This cannot be undone. Returns confirmation that the webhook was deleted.

Selection evidence

Confusable tool pairs.

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

Tool A Tool B Confidence Why they collide
barevalue_api_status barevalue_status medium A vague task like 'check the status' is ambiguous: api_status reports API/service health while status reports a specific order's state. Without specifying service vs order, an agent could pick the wrong one.
barevalue_submit barevalue_submit_url medium Both are 'submit for editing' tools. A task like 'submit my podcast for editing' doesn't reveal whether the file is already uploaded (needs order_id/s3_key via submit) or hosted at a URL (submit_url), so the agent can pick the wrong path and fail.
barevalue_upload barevalue_submit medium Local-file workflow requires upload then submit. A task like 'please edit this audio file for me' could make the agent call submit directly (which needs order_id/s3_key it doesn't have) or only upload and stop instead of completing the order.
barevalue_webhook_create barevalue_webhook_update low Vague phrasing like 'set up a webhook at this URL' or 'change my webhook config' could lead the agent to create a new webhook when one should be updated, or update an existing one when a new one was meant.
barevalue_webhook_update barevalue_webhook_rotate_secret low A task 'update my webhook's signing secret' names the generic 'update' verb, which could select barevalue_webhook_update, even though only rotate_secret generates a new secret and update has no secret parameter.
barevalue_webhook_create barevalue_webhook_rotate_secret low A task like 'I need a new secret for my webhook' might trigger create (making a whole new webhook) rather than rotate_secret on the existing webhook, since both can sound like 'make something new'.
barevalue_api_status barevalue_validate low Both describe 'checking' something: a terse task such as 'check this' or 'check the status of this audio' could route to api_status (service health) instead of validate (audio speech-content check) or vice versa.
barevalue_validate barevalue_submit_url low Both take a file_url and concern published URLs. 'Process/check this podcast from this Dropbox link' is ambiguous between validating the file first (barevalue_validate) and directly submitting it (barevalue_submit_url), especially when the agent should do both.

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