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#vector-search

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

67 records
Tagged “vector-search”Ranked by health index
crates.io
47At riskhealth index
visorcraft/MongrelDB
A fast embedded+server columnar database with SQL, vector search, full-text search, and AI-native retrieval. Dozens of languages supported. Written in Rust.
Rust★ 2↓ 0/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0
Go
46At riskhealth index
alxxpersonal/stardust
Local-first markdown context engine for AI coding agents. Indexes a repo's docs into SQLite (FTS5 + local vectors) and exposes CLI, HTTP, and MCP over one service core. Ships a docs registry, skills/agents sync, and code-to-doc governance.
Go★ 0Jul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
npm
44At riskhealth index
holgerreppert/opencode-fractal-memory
A fractal memory plugin and mcp server for opencode.
TypeScript · JavaScript★ 1↓ 3,665/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
Go · npm
43At riskhealth index
eleboucher/memini
Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.
Go★ 12↓ 0/moJul 13, 2026
AGPL-3.0Jul 13, 2026 · metrics 1.13.0
Go
40At riskhealth index
altSeneca/picoqmd
Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.
Go★ 2Jul 23, 2026
MITJul 23, 2026 · metrics 1.13.0
crates.io · PyPI
36At riskhealth index
qdrant/qdrant
Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
Rust · Python★ 33.5K↓ 95/moJul 22, 2026
Apache-2.0Jul 22, 2026 · metrics 1.13.0
Go
30At riskhealth index
Restream/reindexer
Embeddable, in-memory, document-oriented database with a high-level Query builder interface.
C++ · Lex★ 808Jul 19, 2026
Apache-2.0Jul 19, 2026 · metrics 1.13.0