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Is predict-mcp reliable?

Private (key required) predict-mcp answers but requires credentials, so Faceabot cannot test it anonymously. It is not counted as failing.

Last check: 2026-10-21 04:00 UTC · answered in 2926 ms · remote (no install)

En français : Accès privé (clé requise). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Ranks the hours before a deadline for batch jobs and transfers by expected network roughness.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.2.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "predict-mcp": {
      "url": "https://mcp.kasprdata.com/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"com.kasprdata/predict-mcp"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements
WhenAnswersReal taskLatency
2026-10-21 04:00 UTC❌ auth_required2926 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

data-mcp Private (key required)

Internet quality by district since 2019, and scores for your own locations: grades and disruptions.

MCP endpoint : https://mcp.kasprdata.com/data/mcp · website · measurements and details
timing-mcp Private (key required)

Is there a materially better time for this call, stream or upload, given where everyone is?

MCP endpoint : https://mcp.kasprdata.com/timing/mcp · website · measurements and details

Find tools similar to predict-mcp →

Publisher of predict-mcp?

Show your measured reliability on your README or website:

Faceabot reliability badge for predict-mcp

[![Measured by Faceabot](https://faceabot.com/badge/com.kasprdata/predict-mcp.svg)](https://faceabot.com/tools/com.kasprdata/predict-mcp)
Data in JSON: /api/catalog?id=com.kasprdata/predict-mcp · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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