SERVER

Calibration Explorer

Rank #23,661

io.github.m-sanchez/calibration-explorer

Check classifier confidence against accuracy, fit temperature scaling and save local reports.

1 version

by m-sanchez (1 servers)View repository ↗

First listed

Oct 3, 2026

Last publish date

Oct 5, 2026

PURPOSE

What you can do with Calibration Explorer

Calibration Explorer is a Model Context Protocol (MCP) server published by m-sanchez. It ranks #23,661 of 150,963 active servers on MCP Toplist. Calibration Explorer is listed on Official MCP, with 1 tracked version. It was first listed on Oct 3, 2026 and most recently updated on Oct 5, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Calibration Explorer can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Calibration Explorer

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by the Official MCP Registry, last synced Oct 22, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect Calibration Explorer and confirm it works

npm package

claude mcp add calibration-explorer -- npx -y @m-sanchez/calibration-explorer-mcp --input-root --output-root

npm package

[mcp_servers.calibration-explorer]
command = "npx"
args = ["-y", "@m-sanchez/calibration-explorer-mcp", "--input-root", "--output-root"]

Add to ~/.codex/config.toml.

npm package

{
  "mcpServers": {
    "calibration-explorer": {
      "command": "npx",
      "args": [
        "-y",
        "@m-sanchez/calibration-explorer-mcp",
        "--input-root",
        "--output-root"
      ]
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config).

npm package

{
  "mcpServers": {
    "calibration-explorer": {
      "command": "npx",
      "args": [
        "-y",
        "@m-sanchez/calibration-explorer-mcp",
        "--input-root",
        "--output-root"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).

npm package

{
  "servers": {
    "calibration-explorer": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@m-sanchez/calibration-explorer-mcp",
        "--input-root",
        "--output-root"
      ]
    }
  }
}

Save as .vscode/mcp.json in your workspace.

npm package

{
  "mcpServers": {
    "calibration-explorer": {
      "command": "npx",
      "args": [
        "-y",
        "@m-sanchez/calibration-explorer-mcp",
        "--input-root",
        "--output-root"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

npm package

{
  "mcpServers": {
    "calibration-explorer": {
      "command": "npx",
      "args": [
        "-y",
        "@m-sanchez/calibration-explorer-mcp",
        "--input-root",
        "--output-root"
      ]
    }
  }
}

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Oct 3, 2026
Latest version published: Oct 5, 2026
Version history: 1 version tracked (below)
Requirements evidence: Declared by the Official MCP Registry, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 5, 2026

Registry sightings

Official MCP ↗listed since Oct 6, 2026 · still listed

Do you maintain Calibration Explorer? to correct or enrich this profile.

VERSIONS

Available versions (1)

Version	Published
0.2.0	Oct 5, 2026

STANDING

#23,661of 150,963 active serversTop 25%

Ranks ahead of 127,302 of 150,963 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.m-sanchez%2Fcalibration-explorer.svg)](https://mcptoplist.com/server/io.github.m-sanchez%2Fcalibration-explorer)

HTML

<a href="https://mcptoplist.com/server/io.github.m-sanchez%2Fcalibration-explorer"><img src="https://mcptoplist.com/badge/io.github.m-sanchez%2Fcalibration-explorer.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Calibration Explorer?: Calibration Explorer is maintained by m-sanchez, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is Calibration Explorer listed on the Official MCP Registry?: Yes — Calibration Explorer is listed on the Official MCP Registry.
How many versions does Calibration Explorer have?: MCP Toplist tracks 1 version of Calibration Explorer, most recently published on Oct 5, 2026.
Where can I find the source code for Calibration Explorer?: The source code for Calibration Explorer is hosted at github.com/m-sanchez/calibration-explorer.

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