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Alternatives to PowerSwarm

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Orchestrates multiple coding agents at once so an MCP client can delegate implementation work while retaining judgment: each agent runs in its own isolated git worktree and branch, claims the files it edits, and communicates via a mailbox and shared board. Supports blocking questions to the orchestrator, Codex-written acceptance tests locked before workers start, scope validation, and reporting on first-pass success.
      1
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables any coding model or session to pick up where a previous one left off by keeping handoff state (START / SPEC / DECISIONS / TASKS / LOG) in the repository and projecting each harness's entry files from a single source. It also blocks commits until structural checks and the project's own executable acceptance tests actually pass, providing init, onboarding, session briefing/exit, verification, sync, and task-claim tools.
      13 npm
      1
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables parallel AI coding agents to claim files atomically, detect and prevent workspace collisions, and receive deterministic zero-latency safety verdicts on destructive shell commands without any network egress. It also provides autonomous wave dispatch, worker recovery, and completion verification for multi-agent workflows via a shared coordination board.
      7
      13 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI coding agents to spawn, parallelize, and synchronize multi-agent programming swarms through a stdio MCP interface. Provides tools for DAG-scheduled task dispatch, isolated Git worktree execution, atomic file locking, shared blackboard memory, and clean merging of completed agent work back to the main repository.
      17 npm
      1
      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
      A
      quality
      B
      maintenance
      Enables opencode clients to delegate a software-engineering task to a brigade of parallel subagents that split a DAG, implement in isolated shadow copies, machine-verify artifacts, pass review gates, and summarize results. It exposes asynchronous run, status, list, stop, and template tools for large refactors, batch fixes, and multi-option comparisons.
      5
      2
      MIT

    TDQS

    B3.4/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a distinct lifecycle stage: spec (reference), validate (pre-flight check), run (execution), status (monitoring), cancel (halt), and report (summary). There is no overlap in purpose, so an agent can easily select the right tool.

    Naming Consistency4/5

    All names use the powerswarm_ prefix and snake_case, which is highly predictable. However, the suffixes mix verbs (validate, run, cancel) with nouns (spec, status, report), a minor deviation from a pure verb_noun pattern.

    Tool Count5/5

    Six tools are well-scoped for an orchestration workflow. Each tool covers a necessary part of the run lifecycle without redundancy or bloat.

    Completeness4/5

    The surface covers reference, validation, execution, monitoring, cancellation, and reporting. Minor gaps exist, such as no explicit list-all-runs or worktree cleanup operation, though status defaults to the newest run and report provides review commands.

    Maintenance

    ActivitySlowing
    ResponsivenessNo recent community issues