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Alternatives to Kolada MCP Server

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    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides access to Sweden's comprehensive municipal and regional statistics database with semantic search capabilities. Enables natural language queries against thousands of Key Performance Indicators covering various aspects of Swedish public sector data.
      16
      Apache 2.0
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables querying Sweden's municipal and regional key-performance-indicator (KPI) database, providing access to a wide range of public sector metrics via natural language.
      1 npm
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables LLMs to search, access, and retrieve official Swedish statistics from Statistics Sweden (SCB), providing access to 1,200+ tables covering demographics, economy, environment, labor market, and education with 75+ years of historical data.
      7
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Provides structured access to Swedish national budget data, including allocations, tax revenue, and fiscal data. Enables queries on budget overviews, expenditure areas, revenue timeseries, and voting results via MCP tools.
      MIT
    • A
      license
      A
      quality
      D
      maintenance
      Query Swedish public data from AI tools. Includes company data, SCB statistics, weather, transport, public agencies, and more through the Apiverket API.
      2
      33 npm
      2
      MIT

    TDQS

    A3.7/5.0

    Scored across 21 tools

    Disambiguation4/5

    Most tools have distinct purposes, such as 'analyze_kpi_across_municipalities' for statistical analysis and 'compare_kpis' for correlation. However, some overlap exists, like 'get_kpi_data' and 'get_kpis' both retrieving KPI values, which could cause minor confusion. The descriptions help clarify, but the boundaries between data retrieval tools are not perfectly sharp.

    Naming Consistency5/5

    Tool names follow a highly consistent verb_noun pattern throughout, such as 'get_kpi', 'search_municipalities', and 'list_operating_areas'. There are no deviations in naming conventions, making the set predictable and easy to navigate for an agent.

    Tool Count3/5

    With 21 tools, the count is borderline high for a data query server, potentially overwhelming for an agent. While the tools cover various aspects like KPI analysis, municipality data, and organizational units, some could be consolidated (e.g., multiple get/search tools) to reduce complexity without losing functionality.

    Completeness5/5

    The tool set provides comprehensive coverage for querying and analyzing Swedish municipal data, including KPIs, municipalities, and organizational units. It supports CRUD-like operations (e.g., get, search, compare, analyze) across the domain, with no obvious gaps that would hinder an agent from performing typical data exploration and benchmarking tasks.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues