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temurkhan13

openclaw-output-vetter-mcp

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
verify_response_groundingA

Check that every claim in answer has support in context. Returns per-claim grounded/ungrounded + an overall verdict (CLEAN / PARTIALLY_GROUNDED / FABRICATED). Use inline during an agent conversation to flag hallucinated responses before they become user-facing facts. Sub-second, local, no API key.

find_swallowed_exceptionsA

Scan Python source code for try/except patterns that swallow errors or substitute fabricated mock data — the silent-fake-success pattern from the r/ClaudeAI thread. Flags pass-only handlers, mock-substitution returns, silent log-and-return, and bare excepts. Each finding includes a line number + severity + code excerpt.

review_transcriptA

Multi-turn agent transcript review — flags unverified completion claims (assistant says 'I've configured X' with no supporting tool calls), cross-turn factual contradictions, and tool calls without observable side effects. Pass an array of {role, text, tool_calls?} objects.

verify_action_outcomeA

v1.1+ — Compare an agent's stated outcome against actual before/after state snapshots. Catches the [@chiefofautism, 158↑] failure mode: agent runs rm -rf / git push --force and then says 'I cleaned up the project structure' — bash-vet catches the destructive command, this checks the misreport about what got done. Also catches the Codex-CoT sandbox-escalation pattern: agent acknowledges read-only constraint, then writes anyway (pass read_only: true in the before snapshot). Pure function — caller captures snapshots; server is stateless. Returns ActionOutcomeReport with verdict (CLEAN / PARTIALLY_GROUNDED / FABRICATED / UNVERIFIED) + per-mismatch evidence.

Prompts

Interactive templates invoked by user choice

NameDescription
verify-this-answerRun a grounding check on the most recent assistant answer + flag hallucinations
audit-this-codeRun swallowed-exception detection on a code block and explain each finding's risk + how to fix
verify-this-actionv1.1+ — Compare an agent's stated outcome against actual before/after snapshots; surface STATE_UNCHANGED, NO_COMMIT, TESTS_NOT_PASSING, and STATE_VIOLATED_CONSTRAINT mismatches.

Resources

Contextual data attached and managed by the client

NameDescription
Demo: grounded answerSample input demonstrating a CLEAN grounding verdict
Demo: fabricated answerSample input demonstrating a FABRICATED grounding verdict
Demo: swallowed-exception patternsSample Python code with mock-substitution + pass-only + log-and-return patterns
Demo: action-outcome divergence (chiefofautism case)Sample input where claim says 'I cleaned up the project structure' but before/after snapshots are identical — demonstrates the FABRICATED verdict for ACTION_OUTCOME.STATE_UNCHANGED

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