com.medbillanalyzer/medbillanalyzer
MedBillAnalyzer
com.medbillanalyzer/medbillanalyzer costs about 8 669 tokens of context per session (o200k_base estimate, Claude refused the schema). It has 7 tool definitions. That is 4.3 % of a 200k window. Measured 2026-10-05.
Compares a medical bill with the insurer's Explanation of Benefits and lists where they disagree.
alive probed 2026-10-05 · HTTP 200
7tools
4.3 %of a 200k context window
8.7ktokens, o200k_base estimate
462 msto initialize
161 msto list tools
- Endpoint
- https://app.medbillanalyzer.com/mcp/apps (streamable-http)
- Host
- app.medbillanalyzer.com
- Protocol
- 2025-11-25
- Reports itself as
- medbillanalyzer 0.1.0
- Capabilities
- tools
- Instructions
- 520 characters
- Claude count
- The count_tokens endpoint refused the tool schemas: tools.1.custom.input_schema: input_schema does not support oneOf, allOf, or anyOf at the top level. The estimate stands in.
- Website
- https://medbillanalyzer.com
- Registry
- active, updated 2026-10-03 · registry entry
- Reachable
- 3 of the last 3 probes
Most expensive tools
| Tool | Tokens (o200k) | Share of this server |
|---|---|---|
| check_medical_bill | 7 644 | 88 % |
| report_outcome | 252 | 3 % |
| get_case_outputs | 247 | 3 % |
| unlock_case | 224 | 3 % |
| delete_case | 165 | 2 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-05 00:17 | alive | 462 ms | 7 | 8.7k | |
| 2026-10-04 09:57 | alive | 834 ms | 7 | 8.7k | |
| 2026-10-04 07:50 | alive | 731 ms | 7 | 8.7k |
Badge
[](https://mcp-pulse.ulehla.dev/s/com.medbillanalyzer/medbillanalyzer)