openclaw-output-vetter-mcp
PulseGate's liveness check found it on 13 Sep 2026; it is registered on PyPI and has been in the index since 27 Jun 2026. How this is checked
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.
Inferred · not functionally tested
Overview
5 featuresPurpose: Verifying and evaluating AI agent outputs for grounding, correctness, and contradictions in agent workflows.
Inferred · not functionally tested
Audience: AI developers and researchers building or evaluating agent systems
Inferred · not functionally tested
Functions: monitoring, data_extraction
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: MIT License · platforms: CLI · deployment: cli, api_only, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org. These links do not verify the individual claims.
openclaw-output-vetter-mcp is an Agent evaluation & testing project. Inferred · not functionally tested: It focuses on verifying and evaluating AI agent outputs for grounding, correctness, and contradictions in agent workflows. Inferred · not functionally tested: It is built as an open-source project for AI developers and researchers building or evaluating agent systems. Basis unknown · not verified: The project is open source (MIT License). Basis unknown · not verified: 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. Inferred · not functionally tested: Among its 5 catalogued features are grounding check, transcript review, and exception scanning. Inferred · not functionally tested: Catalogued interfaces include an MCP server and a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Grounding check
- Transcript review
- Exception scanning
- Local inference
- MCP protocol support
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
What PulseGate has recorded for this listing
Frequently asked questions about openclaw-output-vetter-mcp
- What is openclaw-output-vetter-mcp?
- Inferred · not functionally tested: Openclaw-output-vetter-mcp focuses on verifying and evaluating AI agent outputs for grounding, correctness, and contradictions in agent workflows. It is catalogued under Agent evaluation & testing on PulseGate.
- Who is openclaw-output-vetter-mcp for?
- Inferred · not functionally tested: 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?
- Basis unknown · not verified: 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?
- Basis unknown · not verified: openclaw-output-vetter-mcp runs on the command line and API. It can also be self-hosted.
- Is openclaw-output-vetter-mcp still active?
- PulseGate's liveness check found it on 13 Sep 2026.
- 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-mcpopenclaw-health-mcpopenclaw-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.
Similar projects
Closest matches by what these projects do