MiniMindsLab MCP Tools
https://mcp.minimindslab.com/mcp ↗
Description
Deterministic MiniMindsLab utilities for AI agents over MCP.
What our measurements say
MiniMindsLab MCP Tools is a remote MCP server published at mcp.minimindslab.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 410 ms, placing it among the faster endpoints. It offers a narrow, focused set of 5 tools. On the protocol side it speaks the 2026-07-28 stateless 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 highly descriptive and indicate specific use cases.
- Descriptions explicitly explain when tools are needed (e.g., 'before merging API contracts').
Weaknesses
- Some parameters lack value examples (e.g., 'additional_properties_mode' in json-schema-vs-sample-payload-diff-checker).
- Potential overlap between JSON-related tools (e.g., json-contract-compatibility-checker vs json-schema-vs-sample-payload-diff-checker).
json-schema-vs-sample-payload-diff-checker— Parameter 'additional_properties_mode' lacks acceptable value examples.json-contract-compatibility-checker— Potential overlap with json-schema-vs-sample-payload-diff-checker for JSON validation tasks.
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 84ms → warm 74ms (penalty 10ms)
Tools
Tools the server advertised in the latest measurement — measured, not catalog-claimed.
api-breaking-change-diff-viewerDevelopers need to know whether a new API contract breaks existing clients before they merge or publish it.
old_contract_jsonstringrequirednew_contract_jsonstringrequiredstrict_modebooleanrequiredshow_path_detailsbooleanrequiredignore_additive_changesbooleanrequired
conference-badge-readability-testerEstimates whether a name badge is readable at social distance and flags text that will likely feel too small or too crowded.
badge_width_mmnumberrequiredcompany_textstringrequiredfont_size_ptnumberrequiredname_textstringrequiredrole_textstringviewing_distance_cmnumberrequired
html-duplicate-id-and-aria-reference-checkerDevelopers need to catch duplicate IDs and broken ARIA relationships that silently break accessibility and scripting.
html_snippetstringrequiredcheck_duplicate_idsbooleanrequiredcheck_aria_referencesbooleanrequiredshow_element_pathsbooleanrequired
json-contract-compatibility-checkerDevelopers need to confirm that a sample API response still matches a contract, including required fields, type expectations, enum constraints, and unexpected shape changes.
contract_jsonstringrequiredsample_jsonstringrequiredshow_path_detailsbooleanrequiredstrict_modebooleanrequired
json-schema-vs-sample-payload-diff-checkerAPI builders need to see exactly where a sample payload violates a schema or where the schema does not describe real data.
json_schemastringrequiredsample_jsonstringrequiredadditional_properties_modestringrequiredstrict_typesbooleanrequiredshow_pathsbooleanrequired
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Dual-era
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