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Related Servers

Alternatives to sodabar

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    Related Servers

    • A
      license
      A
      quality
      B
      maintenance
      An MCP server that gives LLM agents typed, cached access to civic open-data portals via Socrata (SODA 2.1 + Discovery API), enabling search, query, profiling, sampling, and CSV export of datasets.
      6
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    • A
      license
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      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.
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      An MCP server for discovering, downloading, querying, and analyzing datasets from Ontario's open data portals, allowing natural language questions and high-performance analytics via DuckDB.
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    • A
      license
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      quality
      D
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      An MCP server that gives AI assistants the ability to connect to, query, profile, and monitor data sources — turning any LLM into an interactive data engineering copilot.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      A governed MCP server enabling LLM agents to query BigQuery, inspect GCS, trigger Airflow DAGs, and run data-quality checks with built-in security guardrails like allow-lists, cost ceilings, and audit trails.
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    TDQS

    A4.2/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a clearly distinct role: searching for datasets, retrieving schema details, executing queries, and profiling column values. There is no overlap or ambiguity in purpose.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (search_datasets, get_schema, query_dataset, profile_column), making the API predictable and easy to navigate.

    Tool Count5/5

    With only 4 tools, the server is well-scoped for its purpose of exploring and querying Socrata datasets. Each tool is essential and contributes to a cohesive workflow.

    Completeness5/5

    The tool set covers the full lifecycle of dataset exploration: discover datasets, inspect schema, query data, and understand column vocabulary. No critical operations are missing for the stated purpose.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues