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LLM Harbor

v0.4.17 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 20d LLM Frameworks
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai automation shell cli container docker
+10 more
self-hosted llm local mcp npm package pypi safetensors server tools

Summary

AI summary

Added Needle OpenAI-compatible tool-calling backend and npcsh agentic shell service.

Changes in this release

Feature Medium

Needle adds OpenAI-compatible tool-calling backend for Cactus Compute's small function-calling model.

Needle adds OpenAI-compatible tool-calling backend for Cactus Compute's small function-calling model.

Source: llm_adapter@2026-05-21

Confidence: high

 —
Feature Medium

npcsh adds agentic shell/API service with local backend integrations and frontend/gateway wiring.

npcsh adds agentic shell/API service with local backend integrations and frontend/gateway wiring.

Source: llm_adapter@2026-05-21

Confidence: high

 —
Full changelog

Needle

Needle adds a Harbor-built OpenAI-compatible tool-calling backend for Cactus Compute's small function-calling model.

harbor up needle

npcsh

npcsh adds an agentic shell/API service with local backend integrations and frontend/gateway wiring.

harbor up npcsh llamacpp

Full Changelog: https://github.com/av/harbor/compare/v0.4.16...v0.4.17

View diff on GitHub

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About LLM Harbor

Containerized LLM toolkit. Run LLM backends, APIs, frontends, and additional services via a concise CLI. `Apache-2.0` `Docker/Shell`

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Related context

Beta — feedback welcome: [email protected]