Skip to main content
Glama

Related Servers

Alternatives to AgentKit

No user-submitted related servers found.

    Related Servers

    • F
      license
      A
      quality
      C
      maintenance
      Enables AI agents to discover and query enterprise knowledge documents and business metrics through standardized MCP tools, supporting retrieval, structured sales/order analysis, anomaly scanning, and data lineage lookups.
      12
      -
    • F
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to investigate production incidents by exposing service health, logs, and deployment data through MCP tools.
      4 npm
      -
    • A
      license
      B
      quality
      B
      maintenance
      Exposes data query and auto-insights (anomaly detection) as MCP tools. Enables AI agents to query metrics, list columns, and get data insights directly from pandas.
      11
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables AI agents to query live schema, lineage, and query-context across data warehouses, dbt projects, orchestration systems, and BI tools via MCP tools.
      Apache 2.0

    TDQS

    A3.7/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action: raw KPI queries, health indices, anomaly detection, forecasting, metric discovery, executive summaries, and annotation CRUD. There is no meaningful overlap between query_kpis, get_company_health, and get_executive_summary because they return different levels of aggregation.

    Naming Consistency5/5

    All tool names follow a clear verb_noun snake_case pattern: query, get, detect, forecast, list, annotate, retract. The naming style is uniform and predictable, with only trivial variation between query, get, and list as read verbs.

    Tool Count5/5

    Nine tools is a well-scoped size for a KPI analytics and annotation server. Each tool has a clear purpose, and there is no redundancy or bloat.

    Completeness5/5

    The tool surface covers metric discovery, retrieval, anomaly detection, forecasting, health summaries, and the full annotation lifecycle of create, read, and soft-delete. There are no obvious dead ends; even the destructive retract action has a preview and approval path.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week