hybrid-search — independent software & tools

7 independent hybrid-search listings the big search engines bury.

• exomem

  github · Free · by Artexis10

  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.

• neuralvault

  github · Free · by jpgomesr

  Self-hosted AI memory and knowledge platform for contextual retrieval. Hybrid semantic + keyword search powered by Qdrant and PostgreSQL, with multi-workspace support and BYOK multi-provider flexibility.

• context-bridge-mcp

  github · Free · by tijuthomas5

  A local-first code retrieval MCP server for AI coding agents. Hybrid keyword + vector search over Graphify-indexed codebases, with domain-aware ranking profiles.

• mcp-memory-graph

  npm · Free · by GitHub Actions

  Local-first memory MCP server for Claude Code and any MCP client: hybrid vector + knowledge-graph search, bi-temporal recall, Obsidian sync. Runs 100% on your machine, $0/token.

• obsidian-hybrid-search

  npm · Free · by flowing-abyss

  [](https://www.npmjs.com/package/obsidian-hybrid-search) [](https://github.com/flowing-a

• vault-cortex

  npm · Free · by GitHub Actions

  Set up a Vault Cortex MCP server for your Obsidian vault in one command: npx vault-cortex init

• mnemo-mcp

  github · Free · by sshisto

  🧠 Manage persistent AI memory with hybrid search and embedded sync for open, free, and unlimited access.