PulseGatePost-LLM software, agents & workflows market (since 2022)
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team-harness

github.com·Infrastructure

team-harness is an open-source CLI orchestration harness for coordinating multi-agent LLM workflows. It enables a coordinator LLM to spawn and manage external worker CLIs, supporting model-agnostic and complex agent-based systems.

Open SourceApache-2.0
WebCLI
T
team-harness preview
Visit github.com↗
⭐5
stars
✓5
features
📅2026
since

Overview

5 features

In the Frameworks & SDKs space, team-harness takes a focused approach. It focuses on coordinating and orchestrating multiple LLM agents and external tools in complex workflows. team-harness is an open-source project aimed at developers building multi-agent AI systems. The project is open source (Apache-2.0). It runs on the web and the command line.

writeitai builds and maintains team-harness, and the product first shipped in 2026. The project is developed in the open on GitHub with 90 commits in the last 90 days. Across PulseGate's embedding index, team-harness has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are multi-agent orchestration, LLM coordination, and CLI interface. It exposes integrations via an MCP server.

  • ✓Multi-agent orchestration
  • ✓LLM coordination
  • ✓CLI interface
  • ✓Model-agnostic
  • ✓External worker spawning

Tags

multi-agentllm-orchestrationcli-harness

AI capabilities

CodeText

Built with & integrations

AI providers
openaimultiple
Connectors
MCP
Runs on
BrowserCLI

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 5✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 25, 6:01 PM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about team-harness

What is team-harness?
Team-harness focuses on coordinating and orchestrating multiple LLM agents and external tools in complex workflows. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use team-harness?
team-harness is an open-source project built for developers building multi-agent AI systems.
Does team-harness have a free plan?
Yes — team-harness is open source under the Apache-2.0 license and free to use.
What platforms does team-harness run on?
team-harness runs on the web and the command line.
Is team-harness still active?
PulseGate's automated liveness checks currently classify team-harness as active. The GitHub repository shows 90 commits in the last 90 days.
What tools are similar to team-harness?
Similar tools tracked by PulseGate include harness-orchestrator, local-agent-harness, and superharness.harness-orchestratorlocal-agent-harnesssuperharnessSee all 8 alternatives
Who develops team-harness?
team-harness is developed by writeitai.
How long has team-harness been around?
team-harness first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 5
License
Apache-2.0
First seen
May 8, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
developers building multi-agent AI systems
Model
Open source
Solves
Coordinating and orchestrating multiple LLM agents and external tools in complex workflows.

Developer

writeitai
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
5
🍴 Forks
0
Open issues
2
Last commit
2mo ago
Commits 90d
90
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.2.10 · 2mo ago

PulseGate index

Confidence
Low · 64
Indexed
Jun 25, 2026
Lifecycle
Alive
Activity
Active
First seen
May 2026
Last seen
3w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqtt9ymh0gbjxi516jr1u56r
Slug
team-harness-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 25, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 13, 2026
Canonical URL
https://github.com/writeitai/team-harness

Similar apps

Other apps tracked under the same category.

  • harness-orchestrator
    github.com
  • local-agent-harness
    github.com
  • superharness
    github.com
  • hiclaw-harness-worker
    pypi.org
  • harness-flow
    pypi.org
  • harnessie
    pypi.org

See 8 alternatives to team-harness