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Alternatives to Tallybook

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    • A
      license
      A
      quality
      B
      maintenance
      Local-first dashboard + MCP server that parses Claude Code and Codex JSONL files into a SQLite cost / token tracker. Per-MCP and per-tool breakdown, session drill-down, dedup by request_id; never talks to vendor APIs
      5
      117 npm
      1
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables local-first tracking of AI token usage and costs from Claude Code and OpenCode, answering queries about tokens, models, sessions, and cost through MCP tools and a CLI, with no network calls.
      1,170 npm
      1
      MIT
    • A
      license
      A
      quality
      B
      maintenance
      Enables analyzing coding-agent session transcripts to measure tool efficiency, detect loops, track test outcomes, and report costs, with MCP tools for listing sessions, analyzing sessions, finding loops, and generating cost reports.
      4
      MIT
    • A
      license
      B
      quality
      C
      maintenance
      Lets a coding agent inspect its own run efficiency mid-session from local Claude Code transcripts, exposing the share of paid tokens that became model output versus context re-reading. Ships two stdio tools — one returning the shares as structured data and one returning the full cost-weighted report — with no network calls.
      2
      28 PyPI
      MIT

    TDQS

    A3.7/5.0

    Scored across 8 tools

    Disambiguation4/5

    Each tool targets a distinct granularity: report (window summary), sessions (per-session list), session (single session detail), agents (per-agent-type rollup), changes (model-change points), finding (single finding), prices, and refresh. The analytics tools (report/sessions/agents/changes) overlap in domain and an agent must parse descriptions carefully to pick the right level, but boundaries are stated clearly enough.

    Naming Consistency4/5

    Seven tools are single lowercase nouns (finding, prices, agents, changes, session, report, sessions) with only refresh acting as a verb, so the set is mostly predictable despite lacking a verb_noun pattern. The session/sessions singular-plural pair is a minor readability risk but conventional.

    Tool Count5/5

    Eight tools is well-scoped for a cost-tracking server: one data-refresh action, one price reference, and a small hierarchy of correctly-sized analytics views. No tool feels redundant or bolted on.

    Completeness4/5

    The read/analytics surface is thorough (window totals, session and sub-agent breakdowns, change verdicts, drill-down findings, price reference, manual rescan). Minor gaps exist: no tool to set or edit the price/override config that 'prices' reads from, and no keyword search across findings.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues