ProbeLine
Server Details
Periodontal diagnosis (2017 AAP/EFP staging, grading, ICD-10-CM) and sourced dental implant specs. search_implants is free; other tools are paid per call in USDC via x402.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 4 tools
diagnose_periodontitis is clearly separate from the implant tools, and the implant trio forms a readable pipeline (search_implants returns ids → get_implant fetches a spec → identify_implant ranks candidates from observed features). The boundary between identify_implant and search_implants is somewhat thin since both accept connection/platform attributes, but the descriptions (reverse lookup vs. database query) make the intent distinguishable.
All four tools follow a strict verb_noun snake_case pattern: diagnose_periodontitis, get_implant, identify_implant, search_implants. Verb choice is semantically meaningful and consistent (search for discovery, get for retrieval by id, identify for ranking).
Four tools is well-scoped for a narrow clinical/device-reference domain, and each has a distinct role in the workflow rather than being redundant. Nothing feels padded or missing at the structural level.
The implant side has a coherent lifecycle (search → get → identify) and perio diagnosis has a full documented output. Minor gaps remain: no comparison of multiple implant specs in one call, no way to resolve an identified candidate directly into a spec without a second get_implant call, and no reference/lookup tool for the perio side beyond the single diagnosis call.
Publisher details
- Operator
- ProbeLine · Publisher source
- Operator website
- https://probeline.io
- Vendor relationship
- First-party
- Documentation
- https://probeline.io/llms.txt
- Trust center
- Not available
- Restrictions
- Paid tools require USDC on Base via x402; search_implants is free.
Available Tools
4 toolsdiagnose_periodontitisdiagnose periodontitisARead-onlyInspect
Periodontal diagnosis from a de-identified 6-point chart: 2017 AAP/EFP stage, extent, grade, ICD-10-CM suggestions, rationale and documentation checklist. Clinical decision support for licensed dental professionals. Send no patient identifiers. Costs $0.25 USDC per call (x402, Base).
Inputs: chart (required), patient, phenotype, complexity, +3 more.
get_implantget implantARead-onlyInspect
Full spec for one dental implant system: connection, platforms, diameters, lengths, abutment screw torque, multi-unit torque, driver, with a source URL for each value. Unknown values are null. Costs $0.05 USDC per call (x402, Base).
Inputs: id (required).
identify_implantidentify implantARead-onlyInspect
Rank likely dental implant systems from observed features (connection type, platform/body diameter, body shape, bone/tissue level), with reasons for each candidate. Costs $0.10 USDC per call (x402, Base).
Inputs: level, limit, body_shape, connection_type, +3 more.
search_implantsSearch implant systems (free)ARead-onlyInspect
List or search the dental implant database (manufacturer, line, connection, platforms, status). Free. Returns ids for get_implant.
Inputs: q, status, connection, manufacturer.
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