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"How to run Python code" matching MCP servers:

  • rules-as-code-mcp

    adamselzer
    F
    license
    A
    quality
    B
    maintenance
    Deterministic SNAP eligibility logic, exposed as auditable Model Context Protocol tools. An AI agent can read, reason, and orchestrate, but the eligibility determination itself is made by versioned, tested, cited code that a caseworker, an auditor, or a court can inspect.
    5

  • eph-context

    matias-denatale
    F
    license
    A
    quality
    C
    maintenance
    Provides official INDEC register designs and methodological rules to AI models, enabling accurate EPH data analysis code (R/Python) without hallucinations.
    6
    1

  • ko-stock-mcp

    okdoittttt
    A
    license
    A
    quality
    C
    maintenance
    Provides Korean stock market data, including DART electronic disclosures and KRX trading information, enabling users to query company profiles, financial statements, and stock trade details via MCP clients.
    9
    MIT

  • ipums-mcp

    hesscl
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that exposes the IPUMS API as LLM tools for browsing metadata, creating and downloading extracts, and generating reproducible R/Python code.
    23
    MIT

  • Japan Area Code MCP Server

    CORDEA
    A
    license
    A
    quality
    D
    maintenance
    Provides access to Japanese statistical standard area codes (標準地域コード) from official government data, enabling users to list and search area codes by prefecture or municipality name.
    2
    Apache 2.0

  • Boston Core MCP

    thealphacubicle
    A
    license
    -
    quality
    F
    maintenance
    An MCP server that provides safe, read-only access to Boston's open data portal, enabling natural language exploration of civic datasets.
    2
    GPL 3.0

  • ato-mcp

    william-laverty
    A
    license
    -
    quality
    A
    maintenance
    MCP server that connects AI agents to 34,500+ Australian Taxation Office documents, providing cited answers, tax deduction discovery, depreciation scheduling, BAS checklists, and audit risk assessment through 13 specialized tools.
    82,899
    5
    AGPL 3.0

  • TN Trustee MCP

    mickpletcher
    A
    license
    -
    quality
    C
    maintenance
    Read-only MCP server for public Tennessee property-tax information, with SQLite caching and support for Cheatham and Stewart counties.
    MIT

  • openapi-mcp-sdk

    openapi
    A
    license
    -
    quality
    C
    maintenance
    Provides a ready-to-run MCP server and Python SDK for securely interacting with Openapi.com APIs, enabling businesses to retrieve official documents and data through natural language.
    19
    MIT

  • md-dmv

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides Maryland DMV monthly vehicle registration counts and electric/plug-in hybrid adoption by county and ZIP code, with accurate totals and flexible querying.
    18
    MIT

  • mcp-data-va

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables searching and querying Virginia Open Data (datahub.va.gov) via the Socrata API, providing tools to search datasets, run SoQL queries, and retrieve metadata.
    7
    MIT

  • mcp-data-maryland

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables querying Maryland government open data (state, health, transportation, budget, environment) via the Socrata SoQL API, with tools to search datasets, run queries, and retrieve metadata.
    10
    MIT

  • pa-dmv

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Query Pennsylvania DMV data for EV adoption and vehicle registrations by county and ZIP code.
    22
    MIT

  • GBMCP

    LoyDgIk
    A
    license
    -
    quality
    A
    maintenance
    A Python stdio MCP server for querying standards metadata and downloading public standard documents from supported sources.
    MIT

  • tx-dmv

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Provides Texas DMV vehicle registration totals by fiscal year, for passenger cars, pickup trucks, and motorcycles, answering queries about statewide registrations and growth across years.
    19
    MIT