AgentIndex icon
AgentIndex
rust-doctor logo
rust-doctor
★ 21
vs
sigmap logo
sigmap
★ 646

rust-doctor vs sigmap

rust-doctor: Rust Doctor is a static analysis tool that scans Cargo workspaces using 126 curated rules to identify issues in security, correctness, reliability, performance, maintainability, and dependencies. It operates entirely locally, provides a score, and suggests priority fixes, with integrations for coding agents and CI/CD pipelines.; sigmap: SigMap builds a deterministic, auditable signature-and-evidence map of your codebase without LLM calls or embeddings. It allows AI agents, CI, and reviewers to trust and verify code references, significantly reducing token usage and improving task success rates.

01

TL;DR

rust-doctor logo
rust-doctorDev Tooling · ★ 21

Perform quick code audits for Rust projects at the workspace root.

Read rust-doctor full review →
sigmap logo
sigmapDev Tooling · ★ 646

Grounding AI agents with trustworthy, auditable code context to prevent hallucination and ensure factual accuracy.

Read sigmap full review →
02

Side-by-Side Comparison

Field
rust-doctor logorust-doctor
sigmap logosigmap
Category
Dev Tooling
Dev Tooling
Stars
★ 21
★ 646
License
Apache-2.0
MIT
Install Command
npx rust-doctor@latest
npm install -g sigmap
Updated
2d ago
2d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Rust, Static Analysis, Code Quality
AI Code Grounding, Code Analysis, LLM Context Management
03

Features

rust-doctor logorust-doctor
01Scan Rust Cargo workspaces with 126 curated rules.
02Provides a code quality score and prioritizes fixes.
03Fully local and private operation with no network calls or telemetry.
04Integrates with coding agents like Claude Code, Codex, and Cursor.
05CI/CD integration to review pull requests and report only new issues.
sigmap logosigmap
01Deterministic, Auditable, and Verifiable Code Mapping: Generates byte-stable code maps without LLM inference, ensuring consistent and trustworthy output for AI.
02Zero Dependencies and Offline Functionality: Runs locally with no external dependencies, vector databases, or hosted services, ensuring full privacy and offline use.
03AI Answer Grounding and Fabrication Detection (`sigmap verify`): Flags fabricated files, imports, and symbols in AI answers by tracing them to real line anchors in the codebase.
04Broad Language Support: Supports 35+ programming languages, including TypeScript, Python, Go, Rust, Java, and R.
05Model-Agnostic and Agent/IDE Integrations: Works with cloud LLMs (GPT-4, Claude), local LLMs (Ollama), open-source agents (Aider), and popular IDEs (VS Code, JetBrains, Neovim).
04

Use Cases

rust-doctor logorust-doctor
↳Perform quick code audits for Rust projects at the workspace root.
↳Guide AI coding agents to efficiently fix identified code issues.
↳Automate code quality reviews within CI/CD pipelines for pull requests.
↳Customize code analysis rules and severity levels via configuration.
sigmap logosigmap
↳Grounding AI agents with trustworthy, auditable code context to prevent hallucination and ensure factual accuracy.
↳Verifying AI-generated code, plans, and answers within CI/CD pipelines to maintain code quality and prevent errors.
↳Assisting code reviewers by flagging fabricated code references or inconsistencies in AI-assisted pull requests.
↳Providing rich, deterministic context for local LLMs and open-source agents, enhancing their performance without API costs or privacy concerns.
↳Scaffolding new code and directories based on established project conventions, ensuring consistency and adherence to architectural guidelines.
05

Best For

rust-doctor logorust-doctor
—
sigmap logosigmap
TrendingHidden Gem
FAQ

FAQ

What is the difference between rust-doctor and sigmap?
Both rust-doctor and sigmap are in the Dev Tooling category. rust-doctor has 21 stars, while sigmap has 646 stars.
Which is better, rust-doctor or sigmap?
The best choice depends on your use case. Choose rust-doctor if Perform quick code audits for Rust projects at the workspace root., and sigmap if Grounding AI agents with trustworthy, auditable code context to prevent hallucination and ensure factual accuracy..
Is rust-doctor free or open source?
Yes, rust-doctor is open source on GitHub (Apache-2.0).
Is sigmap free or open source?
Yes, sigmap is open source on GitHub (MIT).
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