# LLM-Agents-Ecosystem-Handbook

> One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

- **URL**: https://www.freshcrate.ai/projects/LLM-Agents-Ecosystem-Handbook
- **Author**: oxbshw
- **Category**: MCP Servers
- **Latest version**: `main@2026-05-09` (2026-05-09)
- **License**: MIT
- **Source**: https://github.com/oxbshw/LLM-Agents-Ecosystem-Handbook
- **Language**: Python
- **GitHub**: 512 stars, 78 forks
- **Registry**: github
- **Tags**: `ai`, `ai-agent`, `ai-agents`, `fine-tuning`, `finetuning-llms`, `freamework`, `llm`, `llmops`, `python`

## Description

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `main@2026-05-09` | 2026-05-09 | High | Latest activity on main branch |
| `0.0.0` | 2026-04-11 | High | No release found — using repo HEAD |
| `main@2026-04-11` | 2026-04-11 | High | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | High | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | High | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | High | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | High | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | Medium | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | Medium | Latest activity on main branch |
| `main@2026-04-11` | 2026-04-11 | Medium | Latest activity on main branch |

## Dependency audit

- **Score**: 79/100
- **Total deps**: 7
- **Resolved**: 3
- **Unresolved**: 4
- **License conflicts**: 0
- **Warnings**: 5
- **Scanned**: 2026-05-04

## Citation

- HTML: https://www.freshcrate.ai/projects/LLM-Agents-Ecosystem-Handbook
- Markdown: https://www.freshcrate.ai/projects/LLM-Agents-Ecosystem-Handbook.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/LLM-Agents-Ecosystem-Handbook/deps

_Generated by freshcrate.ai. Indexes github releases for AI-agent ecosystem packages._