DiscoverSeniorBenefits
https://mcp.discoverseniorbenefits.com/mcp ↗
Description
Find US senior benefits by ZIP and check eligibility via deterministic rules citing .gov sources.
What our measurements say
DiscoverSeniorBenefits is a remote MCP server published at mcp.discoverseniorbenefits.com. It has been probed 13 times since 9/12/2026. It answered in 12 of them (92.3%), with periods of unreachability in between. Median response time is 501 ms, a delay an agent will notice. Its tool list could not be read; the server is closed to direct calls.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are descriptive and indicate clear intent for an agent to select appropriately.
- Parameters are well-defined with required/optional flags and explicit types.
Weaknesses
- Some descriptions lack explicit use cases (e.g., 'run_eligibility_scan' could clarify when to use it).
- Parameter 'category' in 'find_programs_by_zip' is cut off in the description.
- No explicit error handling or constraint documentation (e.g., invalid ZIP handling).
find_programs_by_zip— Description truncated ('category' explanation incomplete).run_eligibility_scan— Some parameters (e.g., 'marital_status') lack context on acceptable values.
Verdict
Event narrative
Risk: low
- 2026-09-12T15:21:42.024Z — Status: legacy, complianceScore 100, smokeOk null · Perfect compliance but missing smoke test validation
Advice
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Became unreachable
- Incomplete probe — one leg did not answer, era result not counted
- Server build: 0.1.0+9d65ab11b878 → 0.1.0+a81d1f9c125e
- Server build: 0.1.0+98db2656ff43 → 0.1.0+9d65ab11b878
- Server build: 0.1.0+812595f95f06 → 0.1.0+98db2656ff43
- Server build: 0.1.0+c72b0a636ed0 → 0.1.0+812595f95f06
- Server build: 0.1.0+a51f5b89adc6 → 0.1.0+c72b0a636ed0
- Added to watch — era: Legacy
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