# Corbell

> AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

- **URL**: https://www.freshcrate.ai/projects/Corbell
- **Author**: Corbell-AI
- **Category**: MCP Servers
- **Latest version**: `v1.2.0` (2026-05-23)
- **License**: Apache-2.0
- **Source**: https://github.com/Corbell-AI/Corbell
- **Language**: Python
- **GitHub**: 200 stars, 20 forks
- **Registry**: github
- **Tags**: `code-analysis`, `code-embedding`, `code-intelligence-mcp`, `knowledge-graph`, `mcp-server`, `python`, `static-analysis-plugin`, `tree-sitter`

## Description

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

## Recent releases

| Version | Date | Urgency | Changes |
| --- | --- | --- | --- |
| `v1.2.0` | 2026-05-23 | High | ## What's Changed * Add MseeP.ai badge by @mseep-ai in https://github.com/Corbell-AI/Corbell/pull/11 * feat(graph): add CLI export command to output service graph as Mermai… by @himmi-01 in https://github.com/Corbell-AI/Corbell/pull/13  ## New Contributors * @mseep-ai made their first contribution in https://github.com/Corbell-AI/Corbell/pull/11 * @himmi-01 made their first contribution in https://github.com/Corbell-AI/Corbell/pull/13  **Full Changelog**: https://github.com/Corbell-AI/Co |
| `1.1.0` | 2026-04-25 | High | Add ContextPruner to evaluate token budget estimates using char ratio heuristics https://github.com/Corbell-AI/Corbell/commit/01755f168733956d015ddfb6573c869bfa4eaef8 add AgentSeal MCP badge to README https://github.com/Corbell-AI/Corbell/commit/1c7ba71cab823ed1b272ab08f935348301e62054 |
| `1.0.3` | 2026-04-11 | High | Add Jira export integration : https://github.com/Corbell-AI/Corbell/commit/ba5ee1f2bc62a92094fc892ae97c60f722644913  **Full Changelog**: https://github.com/Corbell-AI/Corbell/compare/1.0.2...1.0.3 |
| `1.0.2` | 2026-03-31 | Medium | Add C#, Rust, Ruby, and PHP language support https://github.com/Corbell-AI/Corbell/commit/9a74a994b73b007799ea957249286f47497e0a3a  **Full Changelog**: https://github.com/Corbell-AI/Corbell/compare/1.0.1...1.0.2 |
| `1.0.1` | 2026-03-27 | Medium | ## What's Changed * Add multi-cloud infrastructure scanner with resource-level parsing for AWS, Azure, and GCP. by @himmi-01 in https://github.com/Corbell-AI/Corbell/commit/720a668dc477a74d501a253cfac075a5449299c5 * Remove unused import for init_cmd in main.py by @ansh-khare89 in https://github.com/Corbell-AI/Corbell/pull/4  ## New Contributors * @ansh-khare89 made their first contribution in https://github.com/Corbell-AI/Corbell/pull/4  **Full Changelog**: https://github.com/Corbell-AI/C |
| `v1.0.0` | 2026-03-17 | Low | **Full Changelog**: https://github.com/Corbell-AI/Corbell/commits/v1.0.0 |

## Citation

- HTML: https://www.freshcrate.ai/projects/Corbell
- Markdown: https://www.freshcrate.ai/projects/Corbell.md
- Dependencies JSON: https://www.freshcrate.ai/api/projects/Corbell/deps

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