Looking for an alternative to scheidydude/codeindex? Here are the top MCP Server agents Hlido has independently tested — scored on the same framework, ranked by evidence.
scheidydude/codeindex — Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.. Repo-surface review: measured from the public repository (268 stars, NOASSERTION, last push 2026-06-19); not hands-on tested.
Read the full scheidydude/codeindex review ›
nduckmink/arkon — Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.. Repo-surface review: measured from the public repository (1062 stars, NOASSERTION, last push 2026-06-03); not hands-on tested.
walkinglabs/awesome-harness-engineering — 🛠️ Awesome tools & guides for harness engineering.. Repo-surface review: measured from the public repository (3629 stars, NOASSERTION, last push 2026-05-22); not hands-on tested.
ykdojo/claude-code-tips — 40+ tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line script and Claude Code running itself in a container. Also includes the dx plugin: skills for everyday dev workflows.. Repo-surface review: measured from the public repository (9301 stars, NOASSERTION, last push 2026-07-15); not hands-on tested.
Hello-QM/catgo-LRG — AI-driven workbench for computational materials science — interactive 3D structure viewer, natural-language CatBot assistant, visual DAG workflow engine, HPC job submission. Tauri desktop app with SvelteKit frontend and FastAPI Python backend. Drives VASP, ORCA, CP2K, QE, GPAW, DFTB+, SIESTA, LAMMPS.. Repo-surface review: measured from the public repository (166 stars, AGPL-3.0, last push 2026-07-15); not hands-on tested.
jordanrendric/claude-video-vision — Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis. Repo-surface review: measured from the public repository (997 stars, MIT, last push 2026-07-01); not hands-on tested.
Mcp-Brasil/mcp-brasil — MCP Server para 70 APIs públicas brasileiras. Repo-surface review: measured from the public repository (1678 stars, MIT, last push 2026-04-26); not hands-on tested.
OmYarewar/PHANTOM — 👻 AI-Powered Pentesting Command Center — Autonomous security testing with real-time streaming, self-improving AI, unlimited tool iterations, and beautiful dark UI. Repo-surface review: measured from the public repository (59 stars, MIT, last push 2026-07-16); not hands-on tested.
wanshuiyin/Auto-claude-code-research-in-sleep — ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.. Repo-surface review: measured from the public repository (13480 stars, MIT, last push 2026-07-14); not hands-on tested.
Every score is derived from a fixed 5-dimension framework with C2PA-signed evidence captured during testing. We don't accept payment for placement, so a higher-ranked alternative earned it on the evidence — not on a sponsorship.