hybrid-search — salud del software de código abierto

Go · PyPI

99Excepcionalíndice de salud

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

Go★ 16.7K5 ago 2026

BSD-3-Clause5 ago 2026 · métricas 2.10.0

crates.io

96Excepcionalíndice de salud

meilisearch/meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Rust★ 58.9K4 ago 2026

Licencia propia4 ago 2026 · métricas 2.10.0

crates.io

96Excepcionalíndice de salud

paradedb/paradedb

One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.

Rust · PLpgSQL★ 920428 ago 2026

AGPL-3.028 ago 2026 · métricas 2.10.0

PyPI · Go · npm

94Excepcionalíndice de salud

infiniflow/infinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

C++★ 468428 ago 2026

Apache-2.028 ago 2026 · métricas 2.10.0

PyPI

91Excelenteíndice de salud

MinishLab/semble

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Python★ 5966↓ 121.9K/mes28 ago 2026

MIT28 ago 2026 · métricas 2.10.0

PyPI · npm

91Excelenteíndice de salud

usemoss/moss

The retrieval layer for production AI systems. Lightning-fast (<10ms) search without vector databases. Built for browser, edge, on-device, and cloud.

Python · TypeScript★ 664↓ 143/mes31 jul 2026

BSD-2-Clause31 jul 2026 · métricas 2.10.0

crates.io · PyPI

90Excelenteíndice de salud

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★ 33.8K↓ 83/mes5 ago 2026

Apache-2.05 ago 2026 · métricas 2.10.0

PyPI

89Excelenteíndice de salud

zilliztech/memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.

Python · Shell★ 2250↓ 102.3K/mes18 jul 2026

MIT18 jul 2026 · métricas 2.10.0

crates.io · PyPI

88Excelenteíndice de salud

oceanbase/seekdb

The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.

C++★ 28576 ago 2026

Apache-2.06 ago 2026 · métricas 2.10.0

PyPI · npm

86Excelenteíndice de salud

n24q02m/mnemo-mcp

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Python★ 818 jul 2026

MIT18 jul 2026 · métricas 2.10.0

npm

83Excelenteíndice de salud

aliasunder/vault-cortex

Standalone MCP server that gives AI agents access to your Obsidian vault — hybrid search, memory, tasks, files, OAuth 2.1. Run locally, self-host, or one-click deploy for remote access.

TypeScript★ 16↓ 3681/mes5 sept 2026

MIT5 sept 2026 · métricas 2.10.0

PyPI

83Excelenteíndice de salud

skynetcmd/m3-memory

Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugins · Hybrid search (FTS5 + vector + MMR) · GDPR · FIPS 140-3 ready · 100% local (fully offline) or cloud capable

Python★ 19↓ 8178/mes9 ago 2026

Apache-2.09 ago 2026 · métricas 2.10.0

npm · PyPI

78Buenoíndice de salud

kitfunso/hippo-memory

Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies.

TypeScript · JavaScript★ 717↓ 3849/mes24 jul 2026

MIT24 jul 2026 · métricas 2.10.0

PyPI · npm

77Buenoíndice de salud

SonAIengine/graph-tool-call

Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.

Python★ 7↓ 2636/mes1 ago 2026

MIT1 ago 2026 · métricas 2.10.0

npm

77Buenoíndice de salud

flowing-abyss/obsidian-hybrid-search

Hybrid search over your Obsidian vault – CLI and MCP server

TypeScript★ 88↓ 4503/mes18 jul 2026

MIT18 jul 2026 · métricas 2.10.0

npm

77Buenoíndice de salud

proticom/gnosys

Persistent memory for AI agents

TypeScript★ 4↓ 3501/mes22 jul 2026

MIT22 jul 2026 · métricas 2.10.0

75Buenoíndice de salud

Restream/reindexer

Embeddable, in-memory, document-oriented database with a high-level Query builder interface.

C++ · Lex★ 80819 jul 2026

Apache-2.019 jul 2026 · métricas 2.10.0

npm · Go

73Buenoíndice de salud

nano-step/nano-brain

Persistent memory & code intelligence server for AI coding agents. Deploy on VPS for shared memory across machines. Hybrid search (BM25 + pgvector), knowledge graph, impact analysis. 14 MCP tools. Works with Claude Code, OpenCode, Cursor, and any MCP client.

Go★ 8↓ 27.7K/mes23 jul 2026

MIT23 jul 2026 · métricas 2.10.0

npm

71Buenoíndice de salud

sdsrss/claude-mem-lite

Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem with 600x lower cost.

JavaScript★ 49↓ 8084/mes3 ago 2026

MIT3 ago 2026 · métricas 2.10.0

69Buenoíndice de salud

ca-srg/ragent

CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) with OpenSearch. Features MCP server, Slack bot, Web UI, multi-source ingestion (local/S3/GitHub), and multi-provider embeddings (Bedrock/Gemini).

Go★ 1222 jul 2026

Licencia propia22 jul 2026 · métricas 2.10.0

PyPI · crates.io

67Buenoíndice de salud

Egoist-Machines/LodeDB

World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and GPU-accelerated

Python · Rust★ 905 ago 2026

Apache-2.05 ago 2026 · métricas 2.10.0

Go · npm

67Buenoíndice de salud

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 · TypeScript · JavaScript★ 2022 ago 2026

AGPL-3.022 ago 2026 · métricas 2.10.0

npm · PyPI

67Buenoíndice de salud

mrsladoje/sweet-search

Local code search for AI agents: six fast, purpose-built tools that return ranked answers, not raw grep. Because maybe grep isn't all you need... 🍬

JavaScript★ 21↓ 4154/mes20 jul 2026

Apache-2.020 jul 2026 · métricas 2.10.0

crates.io

63Moderadoíndice de salud

seekstorm/seekstorm

SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.

Rust★ 1899↓ 194/mes17 jul 2026

Apache-2.017 jul 2026 · métricas 2.10.0

npm

63Moderadoíndice de salud

yoloshii/ClawMem

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

TypeScript★ 194↓ 3556/mes25 jul 2026

MIT25 jul 2026 · métricas 2.10.0

PyPI

56Moderadoíndice de salud

nevenincs/vaultspec-rag

GPU-accelerated semantic search for your docs and source code - hybrid dense + sparse RAG on a local Qdrant backend, served to Claude Code and other MCP clients. The search companion to vaultspec-core.

Python★ 228 jul 2026

MIT28 jul 2026 · métricas 2.10.0

npm

56Moderadoíndice de salud

takara-ai/miru-code

Miru — hybrid code search for agents

TypeScript★ 1↓ 2564/mes21 jul 2026

MIT21 jul 2026 · métricas 2.10.0

PyPI

54Moderadoíndice de salud

Artexis10/exomem

Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.

Python★ 826 jul 2026

AGPL-3.026 jul 2026 · métricas 2.10.0

PyPI

54Moderadoíndice de salud

lucagattoni/pinakes

Pinakes — a portable, agent-first knowledge base. One directory = one KB.

Python★ 0↓ 4147/mes23 ago 2026

Apache-2.023 ago 2026 · métricas 2.10.0

npm

50Moderadoíndice de salud

ruvnet/agentdb

Vector memory that gets smarter every time your agent uses it.

TypeScript · HTML · JavaScript★ 80↓ 649.1K/mes23 jul 2026

MIT23 jul 2026 · métricas 2.10.0

#hybrid-search