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Dmcheck logo
Health: ActiveRecent health check succeeded.Last checked 9/7/2026, 6:57:19 PM

Dmcheck

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
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Deterministic conduct verdicts for live tabletop sessions - CI for running a game.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

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Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "dmcheck": {
      "command": "uvx",
      "args": [
        "dmcheck"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

dmcheck

Deterministic conduct verdicts for live tabletop sessions β€” CI for running a game.

Feed it a session transcript (and optionally an engine event ledger) plus a table charter, and it returns named findings β€” the player whose question was never answered, the dice roll nobody acknowledged, the turn that began without anyone being told, the spoiler that leaked into the channel, the five-minute dead air. Every finding cites the charter rule it violates, with the evidence attached.

Agents start here β†’ SKILL.md β€” when to call this, worked examples, MUST/MUST NOTs. Family contract: FAMILY.md.

Cold-boot probe (2026-07-24): a fresh agent session given only this repo URL installed and refereed a session in 2 commands, verified all three exit-code legs against the docs, and confirmed the no-false-accusation contract held (a consumed roll produced silence). Its friction notes shipped as 0.1.1 (--dice-bot, dmcheck charter).

The design contract: a false accusation is the unforgivable bug. Only source-observed evidence becomes a definite finding. Legacy ambiguity is either silent or explicitly labeled severity: advisory, provenance: inferred, confidence: low; it is never promoted by R8 or sent to a notification hook. The verdict path is model-free and deterministic: same transcript, same findings, every time.

30 seconds to a refereed session

console
$ pip install dmcheck          # stdlib only, no dependencies
$ dmcheck run session.jsonl --gm "Greta"
{
 "result_schema_version": "1.0",
 "status": "findings",
 "exit_code": 1,
 "mode": "closed",
 "messages": 9,
 "findings": [
  {"finding_id": "r2-…", "rule": "R2", "summary": "unconsumed-roll: a dice result got no correlated GM narration within threshold",
   "charter": "roll_ack_within_messages=4; correlation=explicit",
   "detail": "dice result from DiceBot received no correlated GM narration within 4 messages",
   "evidence": {"index": 6, "author": "DiceBot", "obligation_id": "roll-42"},
   "status": "open", "severity": "finding", "provenance": "observed", "confidence": "high",
   "charter_digest": "sha256:...", "effective_policy": {"roll_ack_within_messages": 4, "...": "..."}},
  ...
 ],
 "counts": {"R1": 1, "R2": 1, "R6": 1, "R7": 1, "R8": 1}
}

Portfolio hosts that emit table-kit's versioned contract can use dmcheck run-events session-events.jsonl --gm "gm-dan" instead of pre-projecting a transcript. The strict adapter accepts a JSON array or JSONL of table.event/1.0 objects and preserves event/correlation IDs in finding evidence. A declared action is not treated as an authoritative engine resolution, so legal Reactions and interrupts are not falsely accused. Transport gaps, unknown versions/types, and zero-compatible streams return typed incomplete status and exit 2; malformed v1 events return invalid and exit 2. Redacted message content is likewise incomplete because absence of prose cannot prove absence of a conduct obligation. This unreleased adapter is pinned to table-kit PR #11 and does not imply host attestation.

Add --table-evaluation to run-events when a portfolio host needs the shared table.evaluation/1.0 envelope. The projection has deterministic evaluation identity, exact event evidence references, per-rule and aggregate coverage, cursor/input digest, public-policy digest, and status/exit-code mapping. It is always self_attested; dmcheck cannot confer host authority on its own output.

Transcript formats: UTF-8 JSONL of {ts, author, content}, or a JSON array of Discord-API-shaped messages ({timestamp, author: {username}, content}) in chronological or reverse-chronological order. Authors and content are strings. A supplied timestamp must be a finite nonnegative epoch number or a timezone-aware ISO-8601 string; malformed timestamps are rejected rather than silently disabling time-based rules. Source adapters should preserve immutable id, audience, reply_to/correlation_id, and roll_id fields so dmcheck can prove which question, roll, or event a response closes; ordinary later GM chatter is not treated as an answer.

The rule set (seven active rules; one retired compatibility id)

RuleFires whenOrigin story
R1an explicitly GM-directed question got no correlated response within thresholda player asked the DM a lore question; another player ended up answering
R2a real dice result got no correlated GM narration within threshold"did I hit?" β€” a player's successful attack roll sat unacknowledged
R3an engine event got no correlated GM narrationthe state engine resolved a hit the table never heard about
R4a turn began and the GM never addressed the actor by name"isn't it her turn?" β€” asked by a player, which is one player too many
R5retired; never firesactor != turn owner falsely accused legal Reactions and interrupts
R6a configured hidden term appeared in a GM message; ordinary output exposes only its opaque IDa module's secret state names leaked into narration
R7GM dead air beyond threshold while a player waited30 seconds reads as thinking; five minutes reads as absence
R8the session ended with currently open, source-observed R1–R3 obligations; inferred legacy advisories are not promotedsessions should end in a defined state β€” that's what makes the next one possible

The active rules came from running a hybrid table β€” human and AI players, an AI GM β€” on Discord, where these failures actually happened and got codified the same week. They apply equally to human GMs: run dmcheck over your own exported game log and see what your table's transcript says.

R5 remains addressable only so old charters and agent integrations do not break. It has no evaluator and is not enabled by default: an actor differing from the turn owner can describe a Reaction, a Ready trigger, an opportunity attack, a legendary or lair action, a controlled creature, an environmental actor, or another system's interrupt. The ledger does not establish legality. Any replacement based on an explicit authoritative decision is deferred to the shared PORT-002 event contract; dmcheck will evaluate only the resulting communication or recovery obligation.

Live mode (0.2): the referee sits AT the table

dmcheck watch runs the same engine over a growing session β€” stdin JSONL or a tailed file β€” and emits lifecycle events: OPEN when an observed finding becomes provable or a legacy inference becomes advisory (thresholds fully elapsed; no predictions), RESOLVED when a living condition heals (the engine event finally got narrated). --notify-cmd fires your own hook per source-observed OPEN finding; inferred advisories remain visible in the event stream but never invoke the hook. dmcheck itself never posts anywhere. At session end a closed-mode pass runs. session_end.open and open_count report actionable source-observed findings only; they exclude the R8 aggregate and inferred advisories. Finding IDs are deterministic across mutable elapsed-time detail, and file followers emit typed source-health events when rotation, truncation, partial rows, or ordering gaps make coverage incomplete.

console
$ your-chat-fetcher | dmcheck watch - --gm "Rob" --notify-cmd 'notify-dm.sh'
{"event": "open", "rule": "R2", "detail": "dice result from RollBot received no correlated GM narration", ...}
{"event": "resolved", "rule": "R3", ...}
{"event": "session_end", "status": "findings", "exit_code": 1, "open": ["R1"], "open_count": 1, ...}
$ dmcheck explain R2            # the rule, its charter knobs, and the table failure that earned it
$ dmcheck lint-charter my.json  # unknown keys / bad thresholds refuse loudly

The point of live: every failure the rules encode was recoverable in the moment it happened β€” the unanswered question, the stale roll, the missing cue all had a seconds-wide window where a nudge saved the beat. Post-hoc tells you what went wrong last night; watch taps the GM's shoulder before the player feels it.

The charter is config, not code

dmcheck/default_charter.json is the single authoritative packaged default. It carries schema_version, charter_version, and a verified SHA-256 charter_digest; checkout and wheel execution load that same resource. Its digest is release-locked to the schema/charter version pair, so a changed packaged default refuses to load until its version migration is declared. Override any of it β€” cue conventions, dead-air tolerance, dice-bot names, hidden-term lists β€” and version it. Hidden terms may be strings for compatibility or {id, value} objects; opaque host-issued IDs are preferred. Finding, watch-hook, CLI, and MCP output withholds both the configured value and raw matching excerpt. Every digest or correlation hash emitted to an ordinary output sinkβ€”including the evaluation envelope, lint-charter, finding IDs, and source fingerprintsβ€”is derived from public, redacted policy/evidence and deliberately does not attest to, or commit to, a hidden value. The full canonical digest remains only in the trusted charter document. A league or organized-play program could publish a charter the way they publish a player's guide; dmcheck then referees any table against it.

console
$ dmcheck run session.jsonl --charter our-table.json --ledger events.jsonl
$ dmcheck rules            # the rule set with definitions
$ dmcheck charter          # inspect effective public policy; hidden values are redacted
$ dmcheck run session.jsonl --gm "Rob" --dice-bot "RollBot"   # quick overrides, no file needed
$ dmcheck --schema         # machine-readable I/O contract

Read the full README β†’View source on GitHub β†’

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Frequently Asked Questions about Dmcheck

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "dmcheck": { "command": "npx", "args": ["-y", "dmcheck"] } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimePython
Last updatedSep 7, 2026
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36Quality signal: Fair Β· 36/100How this signal is calculated β–Ύ
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Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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