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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

MiniMindsLab MCP Tools

By mcp.minimindslab.com Verified namespace

Deterministic MiniMindsLab utilities for AI agents over MCP.

WebsiteAI models & agents
Connect to MiniMindsLab MCP Tools
Checks passed
13 / 22

1 failed · 8 not measured

Median response
274 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
14

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 274 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name minimindslab-tools.

  • Pass
    Lists tools

    tools/list returned 14 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 274 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 274 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    68 of 68 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-06T11:32:10.105528Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using MiniMindsLab MCP Tools

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http minimindslab-mcp-tools https://mcp.minimindslab.com/mcp

Capabilities

Tools 14

accessible-name-and-label-regression-diff

Teams need to know when a code change silently breaks accessible names, labels, or descriptions on interactive elements.

Discovered
api-breaking-change-diff-viewer

Developers need to know whether a new API contract breaks existing clients before they merge or publish it.

Discovered
api-pagination-and-cursor-consistency-checker

Backend and frontend teams need to confirm that paginated API response samples keep page, offset, and cursor behavior consistent across endpoints and edge cases.

Discovered
conference-badge-readability-tester

Estimates whether a name badge is readable at social distance and flags text that will likely feel too small or too crowded.

Discovered
css-stacking-context-and-paint-order-inspector

UI developers need to know why an element is behind another element, clipped unexpectedly, or trapped inside a stacking context.

Discovered
css-stacking-context-inspector

Frontend developers need to understand why an element is visually hidden behind another even when z-index seems correct.

Discovered
html-duplicate-id-and-aria-reference-checker

Developers need to catch duplicate IDs and broken ARIA relationships that silently break accessibility and scripting.

Discovered
json-contract-compatibility-checker

Developers need to confirm that a sample API response still matches a contract, including required fields, type expectations, enum constraints, and unexpected shape changes.

Discovered
json-schema-drift-impact-checker

API and frontend engineers need to know whether a JSON schema change will break real payloads, generated clients, or form bindings before they ship it.

Discovered
json-schema-vs-sample-payload-diff-checker

API builders need to see exactly where a sample payload violates a schema or where the schema does not describe real data.

Discovered
multipart-form-data-inspector

Frontend and API developers need to see exactly what a browser will send as multipart form data, because hidden controls, disabled fields, repeated names, and file inputs often create payload mismatches.

Discovered
spreadsheet-merge-conflict-reconciler

Teams need to reconcile two spreadsheet versions and see what changed, what conflicts, and which rows or columns need manual review.

Discovered
webhook-payload-shape-sanity-checker

Developers need to verify that webhook events preserve required fields, nesting, and array shapes across example payloads before wiring integrations.

Discovered
webhook-signature-canonicalization-inspector

API developers need to reproduce how a webhook provider canonicalizes headers and payloads when a signature mismatch occurs.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected274 ms14

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