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Alternatives to agent-kernel-mcp

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    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables compatible agents to call registered local tools and read resources through one stdio server, including harness preparation, knowledge search and document management, memory retention/recall, correction proposals, advisory decisions, tool/skill discovery, and log/source inspection.
      2
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      Exposes a local stdio interface that lets a delegating agent create coding tasks, poll status and paginated evidence views (result, diff, log, usage), request rework, and record independent acceptance before closing or cleaning up. Task runs stay on the local machine and execute against DeepSeek or any OpenAI-compatible endpoint in isolated worktrees or locked workspaces.
      618 npm
      1
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients such as Claude Desktop or Claude Code to drive the local daemon through stdio, listing agents and sessions, running agents, and reporting costs.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Serves MoleSignal's tools over stdio to AI agent tools such as Claude Code, Cursor, Codex, VS Code, or Gemini CLI, enabling them to query logs, metrics, traces, incidents, approvals, deployments, and other capabilities under the user's permissions and organization policy.
      446 npm
      Apache 2.0

    TDQS

    B3.4/5.0

    Scored across 12 tools

    Disambiguation4/5

    Most tools clearly target distinct resources and actions, such as projects, assignments, runs, and health. The only mild ambiguity is between ak_nudge and ak_scheduler_tick, since both can trigger executor work, but their descriptions clarify the difference.

    Naming Consistency3/5

    All tools share a consistent ak_ prefix and snake_case style, which helps readability. However, the set mixes verb_noun names like ak_list_projects with noun-only names like ak_health, ak_attention, and ak_me, so the pattern is not fully uniform.

    Tool Count5/5

    12 tools is well within the ideal range and each tool serves a distinct operational area of the agent-kernel domain. The count feels appropriately scoped without redundancy or obvious bloat.

    Completeness3/5

    The surface covers listing and reading projects, assignments, and runs, plus scheduler and executor actions. Notable gaps include no way to update executor settings, cancel or retry runs, or get a single assignment by id, which limits full control-plane coverage.

    Maintenance

    ActivityStale
    ResponsivenessNo recent community issues