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Glama

Related Servers

Alternatives to rostra

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables typed decisions (yes/no, choice, score) with transparent preflight checks, honest confidence reporting, and health monitoring.
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    • A
      license
      B
      quality
      B
      maintenance
      Enables AI tools and agents to form contract-bound organizations, execute persistent task DAGs with independent audits, score decisions with counterfactual trees, run time-compressed world simulations, and control an on-demand localhost dashboard via stdio tools.
      6
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    • A
      license
      B
      quality
      B
      maintenance
      Enables MCP-compatible clients to delegate complex multi-step programming and research goals to coordinated teams of specialized subagents, with cross-session messaging, swarm and pipeline workflows, sandboxed workspace tools, persistent SQLite state, and a live dashboard.
      22
      559 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables parallel coding agents to coordinate through a fenced ticket queue with atomic claim-and-dispatch, lease-based locks, dependency-aware scheduling, typed links, batch ticket creation, and hash-chained history over a shared SQLite file.
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    • A
      license
      A
      quality
      C
      maintenance
      Enables two coding agents to exchange tasks, results and bounded goal-driven conversations through a shared local SQLite database over MCP stdio, with atomic claims, expiring leases and optional headless dispatch. It keeps everything local, using no network service and payload-safe diagnostics.
      8
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    TDQS

    B3.2/5.0

    Scored across 13 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: deliberation lifecycle, decision queries, model management, and quality metrics are separated. A few query-style tools like list_deliberations, query_decisions, and list_stale_decisions could be confused at first glance, but their descriptions clarify jobs versus workspace decisions and stale subsets.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern: start_deliberation, list_models, query_decisions, record_decision_outcome, etc. Pluralization is logical based on whether the tool returns multiple items or a single resource.

    Tool Count5/5

    Thirteen tools is well within the ideal range for this server's scope. The count feels balanced across deliberation job lifecycle, decision workspace operations, and model/quality configuration without unnecessary redundancy.

    Completeness4/5

    The deliberation lifecycle is well covered with start, list, get, tail, cancel, and resume, and decision operations include query, stale detection, outcome recording, and change review. Minor gaps exist, such as no explicit update or delete operations for decisions and no persistent model configuration, but these are workable.

    Maintenance

    ActivitySlowing
    ResponsivenessOutdated data