Perspect
https://perspect-ai-backend.onrender.com/mcp ↗
Description
Convene a panel of expert AI personas to debate any decision from every side.
What our measurements say
Perspect is a remote MCP server published at perspect-ai-backend.onrender.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 748 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 are descriptive and indicate their primary function (e.g., 'run_debate' for initiating debates).
- Descriptions explain the purpose and use cases for each tool.
Weaknesses
- The 'run_debate' tool's description is cut off mid-sentence, leaving parameter details incomplete.
- No explicit inputSchema is provided for parameters, making required/optional fields ambiguous.
- Error handling, constraints, or validation rules are not documented for either tool.
run_debate— Description truncated, parameter details incompleterun_debate— No inputSchema provided for parameter structurelist_personas— No error handling documentation for invalid queries
Verdict
Event narrative
Sign up free to generateRaw observations
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 221ms → warm 212ms (penalty 9ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
list_personasList the expert personas available to sit on a Perspect AI panel (id, name, discipline).
run_debateConvene a panel of expert personas to debate a topic, idea, or decision from conflicting angles, then return the debate, a contradiction map (where the experts disagree), and a synthesized briefing. Optionally pass specific persona ids (see list_personas); omit to auto-select a fitting panel. Takes ~30-60s.
topicstringrequiredpersonasarray
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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