Who should use code-review-graph-ultra?

code-review-graph-ultra is an open-source project built for developers.

Is code-review-graph-ultra free?

Yes — code-review-graph-ultra is open source under the MIT license and free to use.

What platforms does code-review-graph-ultra run on?

code-review-graph-ultra runs on the command line.

Is code-review-graph-ultra still active?

The GitHub repository shows 354 commits in the last 90 days.

Who develops code-review-graph-ultra?

code-review-graph-ultra is developed by Akash Sharma.

How long has code-review-graph-ultra been around?

code-review-graph-ultra first shipped in 2026.

Is code-review-graph-ultra open source?

Yes — code-review-graph-ultra is open source under the MIT license, developed on GitHub.

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code-review-graph-ultra

Name: code-review-graph-ultra
Author: Akash Sharma

PyPIInfrastructure

code-review-graph-ultra is a local-first knowledge graph tool that enables token-efficient code reviews. It leverages MCP and CLI interfaces along with tree-sitter for parsing, allowing developers to explore code relationships without heavy cloud dependencies. Ideal for offline or privacy-focused code analysis workflows.

Open SourceMITCLI

Visit PyPI

Overview

4 features

code-review-graph-ultra sits in PulseGate's Developer Tools category. It focuses on building token-efficient, local knowledge graphs for code review without relying on cloud LLM token limits. code-review-graph-ultra is an open-source project aimed at developers. The project is open source (MIT). code-review-graph-ultra is available on the command line.

It is developed by Akash Sharma, and it first shipped in 2026. Development happens publicly on GitHub with 354 commits in the last 90 days. Key capabilities include Knowledge Graph, Code Review, and Tree Sitter. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

Knowledge Graph
Code Review
Tree Sitter
Local First

Built with & integrations

AI providers

google_geminilocal_oss

Connectors

MCP

Runs on

CLI

Trust & compliance

License

MIT

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed21 Jul · 13:03 UTC
code-review-graph-ultra verified against its public source
Source: PulseGate · Open

Frequently asked questions about code-review-graph-ultra

What does code-review-graph-ultra do?: Code-review-graph-ultra focuses on building token-efficient, local knowledge graphs for code review without relying on cloud LLM token limits. It is catalogued under Developer Tools on PulseGate.
Who should use code-review-graph-ultra?: code-review-graph-ultra is an open-source project built for developers.
Is code-review-graph-ultra free?: Yes — code-review-graph-ultra is open source under the MIT license and free to use.
What platforms does code-review-graph-ultra run on?: code-review-graph-ultra runs on the command line.
Is code-review-graph-ultra still active?: The GitHub repository shows 354 commits in the last 90 days.
Who develops code-review-graph-ultra?: code-review-graph-ultra is developed by Akash Sharma.
How long has code-review-graph-ultra been around?: code-review-graph-ultra first shipped in 2026.
Is code-review-graph-ultra open source?: Yes — code-review-graph-ultra is open source under the MIT license, developed on GitHub.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 21 Jul 2026
Built for: developers
Model: Open source
Solves: Building token-efficient, local knowledge graphs for code review without relying on cloud LLM token limits.

Registered as

GitHub: akashsharma2108/code-review-graph-ultra
PyPI: code-review-graph-ultra

Developer

Akash Sharma

Community-driven

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 21 Jul 2026
Commits 90d: 354
Contributors: 99
Authorship: Community-driven
Default branch: main

Live coverage

Identity confidence: Low · 64
Indexed: 21 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 21 Jul 2026

Identity audit (13)

Slug: code-review-graph-ultra-pypi-org
Lifecycle state recorded: 21 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 21 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Last updated: 21 Jul 2026
Canonical URL: https://pypi.org/project/code-review-graph-ultra

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