Who is openclaw-output-vetter-mcp for?

openclaw-output-vetter-mcp is an open-source project built for AI developers and researchers building or evaluating agent systems.

Is openclaw-output-vetter-mcp free?

Yes — openclaw-output-vetter-mcp is open source under the MIT License and free to use.

What platforms does openclaw-output-vetter-mcp run on?

openclaw-output-vetter-mcp runs on the command line and API. It can also be self-hosted.

Is openclaw-output-vetter-mcp still active?

Unverified. openclaw-output-vetter-mcp has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What are alternatives to openclaw-output-vetter-mcp?

Similar projects tracked by PulseGate include openclaw-skill-vetter-mcp, openclaw-health-mcp, and openclaw-cost-tracker-mcp.

Who develops openclaw-output-vetter-mcp?

openclaw-output-vetter-mcp is developed by OpenClaw Maintainers.

When did openclaw-output-vetter-mcp launch?

openclaw-output-vetter-mcp first shipped in 2026.

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openclaw-output-vetter-mcp

Name: openclaw-output-vetter-mcp
Author: OpenClaw Maintainers

PyPIInfrastructure

openclaw-output-vetter-mcp is an open-source MCP server for verifying AI agent outputs, providing inline grounding checks, exception scanning, and transcript review. It is designed for developers and researchers working with AI agents who need robust evaluation and observability tools.

Open SourceMIT LicenseCLIAPISelf-hosted

Visit PyPI

Overview

5 features

openclaw-output-vetter-mcp is a LLM eval & observability project. It focuses on verifying and evaluating AI agent outputs for grounding, correctness, and contradictions in agent workflows. It is built as an open-source project for AI developers and researchers building or evaluating agent systems. The project is open source (MIT License). It ships for the command line and API, and it can be self-hosted.

OpenClaw Maintainers builds and maintains openclaw-output-vetter-mcp, and it first shipped in 2026. Among its 5 catalogued features are grounding check, transcript review, and exception scanning. It exposes integrations via an MCP server and a public API.

Summary written by a language model from the project’s public pages.

Grounding check
Transcript review
Exception scanning
Local inference
MCP protocol support

Built with & integrations

Connectors

MCPAPI

Runs on

CLIAPI-onlySelf-hosted

Trust & compliance

License

MIT License

Verified signals

HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed27 Jun · 19:31 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about openclaw-output-vetter-mcp

What is openclaw-output-vetter-mcp?: Openclaw-output-vetter-mcp focuses on verifying and evaluating AI agent outputs for grounding, correctness, and contradictions in agent workflows. It is catalogued under LLM eval & observability on PulseGate.
Who is openclaw-output-vetter-mcp for?: openclaw-output-vetter-mcp is an open-source project built for AI developers and researchers building or evaluating agent systems.
Is openclaw-output-vetter-mcp free?: Yes — openclaw-output-vetter-mcp is open source under the MIT License and free to use.
What platforms does openclaw-output-vetter-mcp run on?: openclaw-output-vetter-mcp runs on the command line and API. It can also be self-hosted.
Is openclaw-output-vetter-mcp still active?: Unverified. openclaw-output-vetter-mcp has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to openclaw-output-vetter-mcp?: Similar projects tracked by PulseGate include openclaw-skill-vetter-mcp, openclaw-health-mcp, and openclaw-cost-tracker-mcp.openclaw-skill-vetter-mcp openclaw-health-mcp openclaw-cost-tracker-mcp
Who develops openclaw-output-vetter-mcp?: openclaw-output-vetter-mcp is developed by OpenClaw Maintainers.
When did openclaw-output-vetter-mcp launch?: openclaw-output-vetter-mcp first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
License: MIT License
Built for: AI developers and researchers building or evaluating agent systems
Model: Open source
Solves: Verifying and evaluating AI agent outputs for grounding, correctness, and contradictions in agent workflows.

Registered as

PyPI: openclaw-output-vetter-mcp

Developer

OpenClaw Maintainers

Index record

Identity confidence: Low · 64
Indexed: 27 Jun 2026
Lifecycle: Alive
Last seen: 27 Jun 2026

Identity audit (12)

Slug: openclaw-output-vetter-mcp-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 27 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/openclaw-output-vetter-mcp

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