← Use cases · Coding agents & IDE assistants
AI agent tools for static analysis
Short answer: Our top pick for static analysis: code-review-graph, with the highest AgentPick Score (82/100) among tools tagged "static-analysis". Runners-up: ghidra-mcp (76) and harness-score (65). Compare what each does, its license and how recently it was updated below.
| # | Tool | What it does | Score | Stars | License | Updated |
|---|---|---|---|---|---|---|
| #1 | code-review-graph | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmar… | 82/100 | ★ 32k | MIT | 6 Oct 2026 |
| #2 | ghidra-mcp | Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch … | 76/100 | ★ 5.6k | Apache-2.0 | 14 Oct 2026 |
| #3 | harness-score | Your AI coding agent is only as reliable as the harness around it. Measure that harness in seconds with harness-score. | 65/100 | ★ 551 | MIT | 14 Oct 2026 |
| #4 | sonarqube-mcp-server | Official SonarQube MCP Server for code quality and security in AI agents | 63/100 | ★ 664 | See repo | 14 Oct 2026 |
| #5 | ArchUnitPython | ArchUnitPython is an architecture testing library. Specify and ensure architecture rules in your Python app. Easy setup and pipeline integration. | 61/100 | ★ 664 | MIT | 6 Oct 2026 |
| #6 | Aletheore | Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs. | 56/100 | ★ 244 | See repo | 14 Oct 2026 |
| #7 | Semia | Semia, security audit for AI agent skills. | 41/100 | ★ 612 | Apache-2.0 | 1 Sept 2026 |
| #8 | sentrux | Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust. | 33/100 | ★ 3.3k | MIT | 19 Mar 2026 |
| #9 | axon | Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers. | 30/100 | ★ 814 | See repo | 3 Aug 2026 |
| #10 | codeindex | Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development. | 25/100 | ★ 275 | See repo | 19 Jun 2026 |
Source: each project's public GitHub repository (description, stars, license, last push). Listed tools aren't tested or ranked by AgentPick.
How to choose
- Check which models and providers it supports.
- Prefer tools that show diffs and ask before running commands.
- Look for recent commits: coding agents change fast.
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