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ASAM ODS odsbox jaquel MCP Server

by totonga·io.github.totonga/odsbox-jaquel-mcp·v1.8.3·4 stars
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MCP server for ASAM ODS with Jaquel query tools, connection management, and data access

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

4 stars115 downloads/wk

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ASAM ODS odsbox jaquel MCP Server tools (22, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • data_generate_fetcher_script

    Generate Python scripts for fetching submatrix data with error handling and data processing.

  • data_get_quantities

    Get available measurement quantities for a submatrix.

  • data_read_submatrix

    Read timeseries data from a submatrix using bulk data access.

  • help_bulk_api

    Get help and guidance on using the Bulk API for loading timeseries data.

  • ods_connect

    Establish connection to ASAM ODS server for live model inspection.

  • ods_connect_env_list

    List all ODS servers configured via environment variables.

  • ods_connect_using_env

    Establish connection to ASAM ODS server using environment variables.

  • ods_disconnect

    Close connection to ODS server.

  • ods_get_connection_info

    Get current ODS connection information.

  • plot_comparison_notebook

    Generate a Jupyter notebook for comparing measurements.

  • plot_generate_code

    Generate Python plotting code for measurement comparison.

  • query_describe

    Describe what a Jaquel query does.

  • query_executewrite action

    Execute a Jaquel query directly on connected ODS server.

  • query_generate_skeleton

    Generate a query skeleton for a specific entity and operation.

  • query_get_operator_docs

    Get documentation and examples for a Jaquel operator.

  • query_get_pattern

    Get a template for a common Jaquel query pattern.

  • query_list_patterns

    List all available Jaquel query patterns and templates.

  • query_validate

    Validate a Jaquel query structure for syntax errors and best practices.

  • schema_field_exists

    Check if a field exists in entity schema.

  • schema_get_entity

    Get available fields for an entity from ODS model.

  • schema_list_entities

    Return a list of existing entities from the ODS server ModelCache.

  • schema_test_to_measurement_hierarchy

    Get hierarchical entity chain from AoTest to AoMeasurement via 'children' relation.

Public scan report

scanner v0.1.10 · 2026-10-16 · same rubric, same numbers if you re-run it

no findings
  • Code scan30 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 18 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How ASAM ODS odsbox jaquel MCP Server compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 95% of 48,255 servers
Tools
22
the typical server has 7
Tools that change things
5%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
4
more than 82% of 28,688 servers
Downloads a week
115
more than 66% of 12,191 servers with a package

What its tools let an agent do: 21 read · 1 change

Install ASAM ODS odsbox jaquel MCP Server in Claude Code, Cursor or VS Code

claude mcp add odsbox-jaquel-mcp -- uvx odsbox-jaquel-mcp
Add to Cursor

What the publisher says

From the ASAM ODS odsbox jaquel MCP Server repository's README, as published. We do not edit it. Read it on GitHub

ASAM ODS Jaquel MCP Server

<!-- mcp-name: io.github.totonga/odsbox-jaquel-mcp -->

A Model Context Protocol (MCP) server for ASAM ODS with odsbox Jaquel query tools, ODS connection management, and measurement data access.

Overview

  • 🔌 Built-in ODS connection management
  • 🧰 MCP tools: schema inspection, query validation, direct ODS query execution and measurement data analysis
  • 🏗️ Entity hierarchy visualization (AoTest → AoMeasurement)
  • 🚀 Validate, explain and execute JAQueL queries for ASAM ODS
  • 📦 Bulk timeseries/submatrix data access and script generation
  • 📊 Automatic Jupyter notebook generation for measurement comparison
  • 📈 Matplotlib visualization code generation
  • 📉 Statistical measurement comparison and correlation analysis
  • 🔎 Measurement hierarchy exploration and discovery
  • 💡 Interactive starting prompts for guided workflows
  • 🤖 AI-guided bulk API learning with helpbulkapi tool
  • 📝 Comprehensive documentation and test suite

Documentation

  • Prompts Guide: See PROMPTS.md for starting prompts documentation
  • Tool Reference: See TOOLS_GUIDE.md
  • Changelog: See CHANGELOG.md

Quick Start

Installation

Using uvx (Recommended)

The easiest way to use this MCP server is with uvx:

uvx odsbox-jaquel-mcp@latest

This automatically installs and runs the server without managing virtual environments.

Using uv tool (persistent install)

For a persistent installation:

uv tool install odsbox-jaquel-mcp
odsbox-jaquel-mcp

Using project virtual environment

uv venv
source .venv/bin/activate  # On Windows: .venv\Scripts\activate
uv pip install odsbox-jaquel-mcp[play]

Note: The [play] extra includes optional data analysis and visualization dependencies (pandas, matplotlib, scipy) for working with Jupyter notebooks and data analysis.

Running the Server

The server runs on stdin/stdout and waits for MCP messages from an MCP client:

# With uvx (auto-installs and runs)
uvx odsbox-jaquel-mcp@latest

# With uv tool (if installed)
odsbox-jaquel-mcp

# With project environment
uv run python -m odsbox_jaquel_mcp

Configuration for MCP Clients

Add to your MCP client configuration (e.g., Claude Desktop, VS Code):

{
  "mcpServers": {
    "ods-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": ["odsbox-jaquel-mcp@latest"]
    }
  }
}

Or with uv tool:

{
  "mcpServers": {
    "ods-mcp": {
      "type": "stdio",
      "command": "odsbox-jaquel-mcp"
    }
  }
}

Environment Variables

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

ASAM ODS odsbox jaquel MCP Server: common questions

Is ASAM ODS odsbox jaquel MCP Server safe?
Yes, by our scan: it is graded A (92/100). Read the ASAM ODS odsbox jaquel MCP Server safety report
How do I install ASAM ODS odsbox jaquel MCP Server?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does ASAM ODS odsbox jaquel MCP Server need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is ASAM ODS odsbox jaquel MCP Server maintained?
The last commit was 37 days ago (2026-09-28). The latest release is v1.8.3.
How does ASAM ODS odsbox jaquel MCP Server compare with other MCP servers?
safety score 92/100 (higher than 95% of 48,255 servers); tools 22 (the typical server has 7); tools that change things 5% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.