io.github.giancarloerra/socraticode

ai-infrastructure🌱 Emerging

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.

GitHub ↗npm ↗

Stars

3,123

Δ stars 7d

+42

Δ stars 30d

—

Forks

396

Contributors

npm DL / wk

1,184

PyPI DL / wk

—

Language

TypeScript

Last push

2026-06-28

About io.github.giancarloerra/socraticode

The first Qdrant‑based MCP/Claude Plugin/Skill that pairs auto‑managed, zero‑config local Docker deployment with **AST‑aware code chunking, hybrid semantic + BM25 (RRF‑fused) code search**, polyglot dependency **graphs** with circular‑dependency visualisation, **symbol‑level Impact Analysis** (blast‑radius & call‑flow tracing across 18 languages), and searchable **infra/API/database artifacts** in a single focused, zero-config and easy to use code intelligence engine. Restart your host. On first use SocratiCode automatically pulls Docker…

Read the full README on GitHub →

Install

npm install socraticode

Why io.github.giancarloerra/socraticode is emerging

Gained 42 stars in the last 7 days
Growing 3.2x faster than the previous week
3x the median weekly star growth of its category
3 consecutive weeks emerging

Growth score: 60/100 week of 2026-07-20

Acceleration (40%)100

Relative velocity (30%)27

Downloads (20%)46

Activity (10%)30

Signal history

Week	Score	Δ★	Signal
2026-07-20	60	+42	🌱 Emerging
2026-07-13	37	+42	🌱 Emerging
2026-07-06	65	+49	🌱 Emerging
2026-06-29	73	+60	🔥 Trending
2026-06-22	41	+65	🌱 Emerging
2026-06-15	61	+87	🌱 Emerging
2026-06-08	34	+33	Stable

io.github.giancarloerra/socraticode alternatives

Projects in the same category, closest in size — picked by data, not opinion.

pezzoStable3,256 ★

ODS3,269 ★

langroidStable4,077 ★

code-graph-ragStable2,324 ★

See all ai-infrastructure projects ranked by growth →

Frequently asked questions

Is io.github.giancarloerra/socraticode still maintained?: Yes — actively maintained. The last push was on 2026-06-28, with 16 contributors.
Is io.github.giancarloerra/socraticode growing?: Yes — it currently carries our emerging signal, gaining 42 stars in the last 7 days. See the weekly signal history above.
What are the best io.github.giancarloerra/socraticode alternatives?: Closest by category and size in our data: pezzo, ODS, langroid — full list with live signals above.

Topics

RAG (Retrieval-Augmented Generation)Vector Databases mcp claude claude-code gemini openai semantic-search ai-assistant context-engine vector-database ast embeddings vector-search gemini-cli-extension docker semantic vector-embeddings codebase-intelligence qdrant code-graph

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Tracked since 2026-06-10 · data as of 2026-07-19 · 2 open issues · 37 releases