Koskamo

semantic-frame MCP

Semantic Frame converts raw numerical data from NumPy, Pandas, or Polars into natural language descriptions optimized for LLM consumption. It provides deterministic analysis to reduce token usage by over 95% and eliminate hallucination risks associated with raw data input. The server exposes tools like describe_data, describe_batch, and describe_json for analyzing single series, multiple series, or getting structured JSON output.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

semantic-frame MCP logo, by Anarkitty1Community listingLocal stdioSource reviewed; not executedPublished by Anarkitty1
Vendor documentation

What you can do with it

  • Analyze a single data series for trends and anomalies
  • Analyze multiple data series at once
  • Get structured JSON output for API integration

Source and maintenance

Community listingRegistry 0.2.1
mcp-registry: io.github.Anarkitty1/semantic-frame@0.2.1Source repository
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

semantic-frame 0.2.1

pypi
semantic-frame package definition
{
  "version": "0.2.1",
  "transport": "stdio",
  "identifier": "semantic-frame",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "semantic-frame-mcp": {
      "command": "uvx",
      "args": [
        "semantic-frame==0.2.1"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "semantic-frame-mcp": {
      "command": "uvx",
      "args": [
        "semantic-frame==0.2.1"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "semantic-frame-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "semantic-frame==0.2.1"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "semantic-frame-mcp": {
      "command": "uvx",
      "args": [
        "semantic-frame==0.2.1"
      ]
    }
  }
}

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