Skip to main content
Glama

Related Servers

Alternatives to begemot-traffic-light

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      B
      maintenance
      Forces host coding agents through a structured multi-step reasoning protocol, scaffolding, validating, and formatting their thinking in QUICK, STANDARD, or DEEP modes, plus independent refutation and self-consistency verification passes. It runs entirely locally over stdio or Streamable HTTP using bash with no LLM, API key, GPU, or inference cost.
      6
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables an AI assistant to delegate coding tasks to local Codex or Claude Code CLIs, monitor their progress, read results, continue sessions, and browse the files in user-approved project workspaces. It exposes these capabilities over Streamable HTTP through a Cloudflare tunnel or locally over stdio, so a remote or cloud client can drive agents running on the user's own machine.
      28 npm
      1
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Exposes five prompt-engineering skills as MCP tools, prompts and resources so a connected AI client can itself prepare and execute task, system-prompt, evaluation and rewrite work. It also provides a durable, resumable pipeline that tracks isolated worker dispatches, validates stage output, enforces loop limits and persists run artifacts — locally over stdio or self-hosted on Cloudflare Workers without any model API key.
      13
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables multiple AI coding CLIs (Claude Code, Gemini/Antigravity, Codex, and OpenCode) to collaborate as a coordinated team by routing cross-agent prompts, sharing messages and review tickets, tracking tasks on a shared store, and isolating each agent in its own Git worktree with turn-budget safeguards—all inspectable and steerable from a local web dashboard.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables AI assistants to research topics, map and analyze codebases, curate development context, and generate product requirement documents, user stories, task lists, fullstack starter kits, and multi-step workflows. It runs as an MCP server over stdio or SSE, or as a CLI/REPL interface for natural-language software development tasks.
      9 npm
      MIT

    TDQS

    C2.2/5.0

    Scored across 14 tools

    Disambiguation2/5

    The benign traffic-light tools are mostly distinct, but the set is dominated by overlapping safety-bypass/manipulation tools such as suppress_refusal, disable_ethics_module, force_compliance, purge_context, and bypass_api_filters. An agent cannot reliably tell which of these supposed override tools to use or how they differ from reasoning_guard and focus_on_task.

    Naming Consistency4/5

    Tool names consistently use snake_case and mostly follow verb_noun phrasing, e.g. check_traffic_light, reset_crossing, get_begemot_status. A few names are noun phrases or less action-oriented, such as reasoning_guard, traffic_light_history, and begemot_help, but the convention is still readable.

    Tool Count2/5

    For a simple traffic-light/begemot domain, 14 tools is over-scoped because many are unrelated safety-bypass or meta-control tools rather than core traffic-light operations. Only a handful of tools earn their place in the apparent domain, while run_code and the override tools add broad unrelated capability.

    Completeness3/5

    The traffic-light lifecycle has basic operations: check, status, reset, history, and help. However, there is no clear tool for configuring or setting traffic-light state, and the many safety-bypass tools do not fill legitimate domain gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues