AI Tools Scout
Open-source ToolsLLM ProjectsMCP ServersMethodology
AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

Explore
Open source AI projectsOpen source LLM projectsMCP servers list
More
SkillsContentAbout
Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
← Back to Leaderboard

Project comparison

Socraticode vs graphify

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Socraticode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

Best matched with other framework tools.

2.5K
Stars
0
Weekly
54/100
Health
graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Best matched with other framework tools.

123.6K
Stars
+47.0K
Weekly
95/100
Health

Quick Take

Adoption

graphify has the larger GitHub footprint with 123.6K stars.

Momentum

graphify is currently growing faster at +47.0K stars this week.

Maintenance

graphify has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalSocraticodegraphify
Evidence statusNeeds recheck· 2026-09-07 09:36 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars2.5K123.6K
Weekly growth0+47.0K
Health scoreWatch54/100Strong95/100
Contributors14168
Commits per week11.579.3
Open issues0607
LanguageTypeScriptPython
LicenseAGPL-3.0Apache-2.0
Last commit2026-05-08 10:01 UTC2026-10-04 01:26 UTC
Last releasev1.8.10v0.9.23

Weekly AI open-source movers

Get the fastest-growing projects, useful MCP servers, and technical reads in one weekly email.