inspect — MCP Server by Ataraxy-Labs

by Ataraxy-Labs · MCP Server · ★ 120

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About inspect

Entity-level code review for Git. Graph-based risk scoring, change classification, commit untangling. 95% recall on the Greptile benchmark.

ai-agentsclicode-reviewdeveloper-toolsmcppull-requestsrusttree-sittertriage

Quick Facts

Stars120
Forks4
LanguagePython
CategoryMCP Server
Quality Score33.25/100
Last Updated2026-04-10
Created2026-02-12
Platformscli, mcp, python
Est. Tokens~389k

Compatible Skills

These tools work well together with inspect for enhanced workflows:

  • Gito — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
  • ai-review — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)
  • AICodeBot — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (52%)

inspect alternative? Top 6 similar tools

Looking for a inspect alternative? If you're comparing inspect with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • claude-code-skills by levnikolaevich · ⭐ 451

    Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model A

  • octocode by Muvon · ⭐ 345

    Semantic code searcher and codebase utility

  • opencode-swarm by zaxbysauce · ⭐ 301

    Architect-centric agentic swarm plugin for OpenCode. Hub-and-spoke orchestration with SME consultation, code g

  • memtrace-public by syncable-dev · ⭐ 115

    Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code ·

  • Sephera by Reim-developer · ⭐ 72

    Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.

  • fossil-mcp by yfedoseev · ⭐ 53

    The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages.

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Frequently Asked Questions

What is inspect?

inspect is Entity-level code review for Git. Graph-based risk scoring, change classification, commit untangling. 95% recall on the Greptile benchmark.. It is categorized as a MCP Server with 120 GitHub stars.

What programming language is inspect written in?

inspect is primarily written in Python. It covers topics such as ai-agents, cli, code-review.

How do I install or use inspect?

You can find installation instructions and usage details in the inspect GitHub repository at github.com/Ataraxy-Labs/inspect. The project has 120 stars and 4 forks, indicating an active community.

What are the best alternatives to inspect?

The top alternatives to inspect on Agent Skills Hub include claude-code-skills, octocode, opencode-swarm. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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