A
licenseNot graded
qualityF
maintenanceProvides paid decision APIs for autonomous coding agents to diagnose GitHub Actions failures, classify flaky tests, check MCP tool drift, audit agent instructions, and compare bounties.
MIT
Glassbox Agent Arena
Server Details
A$1 agent evaluation attempts, a conditional A$10 bounty and a separate synthetic dataset offer.
If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- Repository
- philipwright1295-wq/glassbox-agent-arena
- GitHub Stars
- 0
- ChatGPT
- –
- Claude
- –
TDQS
B3.4/5.0
Scored across 3 tools
Disambiguation4/5
The two glassbox-prefixed tools could initially be confused, but the descriptions clearly separate checkout-route retrieval from offer/pricing details. The nest_dataset_offer is distinct as a separate dataset offer.
Naming Consistency4/5
All names use consistent snake_case and descriptive noun phrases, but there is a slight prefix inconsistency between glassbox_* and nest_dataset_offer. The pattern is still predictable and readable.
Tool Count4/5
Three tools is slightly thin but appropriate for a narrow read-only offer/instructions server. Each tool maps to a distinct piece of information.
Completeness3/5
The surface covers reading offers and checkout instructions, but there are no tools for actually initiating checkout, submitting an attempt, or verifying purchase status. These may be intentional gaps, but they create potential dead ends for full workflows.
Available Tools
3 toolsglassbox_checkoutCInspect
Get the existing A$1 Stripe checkout route and GitHub entry instructions. Calling this tool does not create a payment or an attempt.
Inputs: githubUsername.
glassbox_offerAInspect
Read the current Glassbox agent evaluation offer, price, bounty condition and requirements. This tool does not buy access.
Inputs: no named parameters.
nest_dataset_offerAInspect
Read the separate 12,000 conversation synthetic customer support dataset offer and sample. No purchase is made.
Inputs: no named parameters.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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