Anchored Hope Index™ | Mental Resilience Counseling
https://anchoredhopeindex.com/api/mcp ↗
Description
A professional resilience and future-orientation assessment for leaders, executives, and high-perfor
What our measurements say
Anchored Hope Index™ | Mental Resilience Counseling is a remote MCP server published at anchoredhopeindex.com. It has been probed 6 times since 9/12/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 677 ms, a delay an agent will notice. It offers a narrow, focused set of 2 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
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 clearly indicate purpose (e.g., 'run_anchored_hope_index' for assessment, 'get_framework_metadata' for metadata retrieval).
- No parameter overlap between tools, reducing agent confusion.
- Metadata tool explicitly states 'no PII' and 'read-only' constraints.
Weaknesses
- Parameter descriptions lack scale definitions (e.g., 'number' type without range or Likert scale reference).
- No explicit error handling guidance for invalid inputs (e.g., out-of-range values).
- Descriptions focus on 'what' rather than 'when' to use tools (e.g., 'educational information only' without usage triggers).
run_anchored_hope_index— Parameters lack scale definitions (e.g., 'number' type without range or Likert scale reference).get_framework_metadata— No error handling documentation for metadata retrieval edge cases.
Verdict
Event narrative
Risk: low
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 198ms → warm 199ms (penalty 0ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
run_anchored_hope_indexEducational, non-clinical structured reflection on hope and resilience. This tool provides educational information only and is not a clinical assessment or medical advice.
meaningnumberrequiredfutureDirectionnumberrequiredagencynumberrequiredemotionalEndurancenumberrequiredmotivationStabilitynumberrequiredsupportConnectionnumberrequiredstressStabilitynumberrequired
get_framework_metadataReturns the scoring framework metadata: seven resilience domains, five result bands with score ranges, and the Likert scale definition. No arguments required. Read-only, no PII.
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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