Who is harness-to-mcp for?

harness-to-mcp is an open-source project built for developers integrating internal tools with AI agents.

Is harness-to-mcp free?

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

What platforms does harness-to-mcp run on?

harness-to-mcp runs on the web and the command line. It can also be self-hosted.

Is harness-to-mcp still active?

The GitHub repository shows 26 commits in the last 90 days.

What are alternatives to harness-to-mcp?

Similar projects tracked by PulseGate include harness-mcp, agent-harnesses-mcp, and mcp-to-cli.

Who develops harness-to-mcp?

harness-to-mcp is developed by on-panda.

When did harness-to-mcp launch?

harness-to-mcp first shipped in 2026.

Back to the index

harness-to-mcp

Name: harness-to-mcp
Author: on-panda

github.comInfrastructure

Turn harness internal tools into a standard MCP server — compatible with Claude Code, Codex, OpenCode, and more.

Open SourceMITWebCLISelf-hosted

Visit github.com

1star

4features

2026since

Overview

4 features

harness-to-mcp is a Frameworks & runtimes project. It focuses on standardizing internal tools for compatibility with AI agents via the MCP protocol. It is built as an open-source project for developers integrating internal tools with AI agents. The project is open source (MIT). harness-to-mcp is available on the web and the command line, and it can be self-hosted.

on-panda builds and maintains harness-to-mcp, and it first shipped in 2026. The project is developed in the open on GitHub with 26 commits in the last 90 days. Among its 4 catalogued features are MCP server conversion, AI agent compatibility, and CLI tool. It exposes integrations via an MCP server.

MCP server conversion
AI agent compatibility
CLI tool
OpenAI compatibility

Built with & integrations

Connectors

MCP

Runs on

BrowserCLISelf-hosted

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHub · ★ 1Active maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed15 Jun · 18:58 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about harness-to-mcp

What does harness-to-mcp do?: Harness-to-mcp focuses on standardizing internal tools for compatibility with AI agents via the MCP protocol. It is catalogued under Frameworks & runtimes on PulseGate.
Who is harness-to-mcp for?: harness-to-mcp is an open-source project built for developers integrating internal tools with AI agents.
Is harness-to-mcp free?: Yes — harness-to-mcp is open source under the MIT license and free to use.
What platforms does harness-to-mcp run on?: harness-to-mcp runs on the web and the command line. It can also be self-hosted.
Is harness-to-mcp still active?: The GitHub repository shows 26 commits in the last 90 days.
What are alternatives to harness-to-mcp?: Similar projects tracked by PulseGate include harness-mcp, agent-harnesses-mcp, and mcp-to-cli.harness-mcp agent-harnesses-mcp mcp-to-cli
Who develops harness-to-mcp?: harness-to-mcp is developed by on-panda.
When did harness-to-mcp launch?: harness-to-mcp first shipped in 2026.

At a glance

Platforms: CLI
Languages: English
Open source: Yes · ★ 1
License: MIT
Built for: developers integrating internal tools with AI agents
Model: Open source
Solves: Standardizing internal tools for compatibility with AI agents via the MCP protocol.

Registered as

GitHub: on-panda/harness_to_mcp
PyPI: harness-to-mcp

Developer

on-panda

Solo developer

GitHub

Open source

View on GitHub

Stars: 1
Forks: 0
Open issues: 0
Last commit: 13 May 2026
Commits 90d: 26
Contributors: 1
Authorship: Solo
Default branch: master

Index record

Indexed: 15 Jun 2026
Lifecycle: Alive
Last seen: 15 Jun 2026

Identity audit (12)

Slug: harness-to-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: 15 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: Recorded source: taxonomy-pass-b.
Summary from: Taken from the package registry entry.
Languages from: Detected by a language model from page content.
Canonical URL: https://github.com/on-panda/harness_to_mcp

Ship this? Send a correction — no account, and you get a link to follow it.

Similar projects

Closest matches by what these projects do