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Glama

Related Servers

Alternatives to rostra

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables typed decisions (yes/no, choice, score) with transparent preflight checks, honest confidence reporting, and health monitoring.
      65 npm
      Apache 2.0
    • A
      license
      Not graded
      quality
      Not graded
      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.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and tools to share durable, approved knowledge, current decisions, task ownership, and handoffs from a local-first workspace kept outside any single AI product. Markdown holds human-readable rules, goals, and narratives while SQLite tracks agents, sessions, tasks, leases, and audit events behind one transport-independent core.
      2
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables coding-agent sessions on the same machine to collaborate locally and durably by exchanging requests, replies, and task results through an authenticated loopback server with SQLite-backed storage, joined via CLI or an MCP stdio bridge. It also handles message delivery by priority and wait time, deduplicates idempotent sends, enforces task versioning, and preserves artifacts by content hash.
      30 npm
      Apache 2.0

    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

    ActivityMaintained
    ResponsivenessNo issues