Who is groundtruth-mcp for?

groundtruth-mcp is an open-source project built for developers building coding-agent workflows.

Is groundtruth-mcp free?

Yes — groundtruth-mcp is open source under the MIT license and free to use.

What platforms does groundtruth-mcp run on?

groundtruth-mcp runs on the command line. It can also be self-hosted.

Is groundtruth-mcp still maintained?

Unverified. groundtruth-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 projects are similar to groundtruth-mcp?

Similar projects tracked by PulseGate include mcp-feedback-pro, mcp, and contextl-mcp.

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groundtruth-mcp

PyPIInfrastructure

groundtruth-mcp is an MIT-licensed package that exposes a project's lint, replay, simulation, and query capabilities as MCP tools. It helps coding agents obtain real project feedback instead of relying on guesses.

Open SourceMITCLISelf-hosted

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Overview

6 features

groundtruth-mcp sits in PulseGate's Frameworks & runtimes category. It focuses on coding agents lack reliable project-specific feedback when linting, replaying, simulating, or querying code. groundtruth-mcp is an open-source project aimed at developers building coding-agent workflows. groundtruth-mcp is open source under the MIT license. groundtruth-mcp is available on the command line, and it can be self-hosted.

groundtruth-mcp first shipped in 2026. Among its 6 catalogued features are lint tools, replay tools, and simulation tools. It exposes integrations via an MCP server.

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

Lint tools
Replay tools
Simulation tools
Query tools
MCP integration
Coding agent feedback

Built with & integrations

Connectors

MCP

Runs on

CLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tier

Indexing history

What PulseGate has recorded for this listing

Indexed17 Aug · 14:55 UTC
groundtruth-mcp verified against its public source
Source: PulseGate · Open

Frequently asked questions about groundtruth-mcp

What does groundtruth-mcp do?: Groundtruth-mcp focuses on coding agents lack reliable project-specific feedback when linting, replaying, simulating, or querying code. It is catalogued under Frameworks & runtimes on PulseGate.
Who is groundtruth-mcp for?: groundtruth-mcp is an open-source project built for developers building coding-agent workflows.
Is groundtruth-mcp free?: Yes — groundtruth-mcp is open source under the MIT license and free to use.
What platforms does groundtruth-mcp run on?: groundtruth-mcp runs on the command line. It can also be self-hosted.
Is groundtruth-mcp still maintained?: Unverified. groundtruth-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 projects are similar to groundtruth-mcp?: Similar projects tracked by PulseGate include mcp-feedback-pro, mcp, and contextl-mcp.mcp-feedback-pro mcp contextl-mcp
How long has groundtruth-mcp been around?: groundtruth-mcp first shipped in 2026.
Is groundtruth-mcp open source?: Yes — groundtruth-mcp is open source under the MIT license.

At a glance

Platforms: CLI
Languages: English
License: MIT
First seen: 17 Aug 2026
Built for: developers building coding-agent workflows
Model: Open source
Solves: Coding agents lack reliable project-specific feedback when linting, replaying, simulating, or querying code.

Registered as

PyPI: groundtruth-mcp

Developer

Zhengtai123

Index record

Indexed: 17 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 17 Aug 2026

Identity audit (13)

Slug: groundtruth-mcp-pypi-org
Lifecycle state recorded: 17 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 17 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
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.
Last updated: 17 Aug 2026
Canonical URL: https://pypi.org/project/groundtruth-mcp

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