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kantord/SeaGOAT

local-first semantic code search engine observed · 2026-08-28

github.com/kantord/SeaGOAT · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

72/100

  • Activity 93
  • Release rhythm 40
  • Longevity 83
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 1
  • age_days: 1170
  • days_rel: 476
  • days_push: 43
  • n_releases_24m: 32

Full methodology

Adoption not part of the score

1304 stars · 91 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

SeaGOAT is a local-first semantic code search engine that uses vector embeddings to let developers search their codebase with natural language queries. It runs as a local server with a grep-like CLI, supports regex queries, and integrates with ripgrep and bat for result display.

Use cases

  • search my codebase semantically with natural language
  • find where numbers are rounded in a large repo
  • grep alternative that understands meaning not just text
  • locally search code with embeddings without sending code to cloud
  • combine regex and semantic queries over a repository

When to choose

  • you want semantic code search that runs entirely locally
  • you prefer a CLI workflow over IDE plugins
  • your codebase is too large to navigate with plain grep

When to avoid

  • you need polished Windows support
  • you want a hosted or team-shared search service
  • you need an IDE-integrated search experience

Facets

cli-tool · maturity active

search-engine vector-database cli llm-inference developer-tools cli python semantic-code-search embeddings grep-alternative local-first code-navigation search command-line linux macos

2 sources

Member repositories

RepositoryRoleHealth v2
kantord/SeaGOATmain72

For agents

markdown · JSON · MCP: product_card(name="kantord/SeaGOAT")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem