io.github.onetrueclaude-creator/hebbian-vaultsearch

hebbian-vault

Verified · 2 days ago

Usage-adaptive Obsidian vault search: Hebbian + PageRank + BM25 hybrid ranking.

Install

claude mcp add hebbian-vault -- uvx hebbian-vault

Requires: HEBBIAN_VAULT_LICENSE

Our take

This is an Obsidian-focused search server that combines BM25, PageRank, and adaptive ranking signals to improve vault retrieval. It is for knowledge workers with substantial Obsidian notes who want better agent-assisted search than plain keyword matching. The ranking approach sounds thoughtful, but the project looks early and narrowly targeted, with little external signal yet on maintenance or real-world robustness.

reviewed by hand · 2026-07-26

Something wrong or dead here? Report it

Verification record

last verified
2 days ago
github stars
0
last commit
4 mo ago
archived
no
license
MIT
in registry since
2026-04-18

github.com/onetrueclaude-creator/hebbian-vault

mcp-server-searchsearch

mcp-server-search

Verified · 6 days ago

MCP server for web search operations

hand-reviewed39k stars105 dl/wkchecked 6 days ago

screenpipe-mcpsearch

screenpipe

Verified · 22 days ago

Search your local screen recordings, audio transcripts, and computer activity from screenpipe.

hand-reviewed21k stars1.1k dl/wkchecked 22 days ago

sui-kapasearch

Sui Knowledge Base (kapa.ai)

Verified · 21 days ago

Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

hand-reviewed7.7k starschecked 21 days ago

firecrawl-mcp-serversearch

Firecrawl MCP Server

Verified · 9 days ago

MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.

hand-reviewed7.2k starschecked 9 days ago

searchsearch

Airweave Search

Verified · 7 days ago

MCP server for searching Airweave collections with natural language queries.

hand-reviewed6.5k stars1.6k dl/wkchecked 7 days ago

claude-code-explorer-mcpsearch

Claude Code Explorer MCP

Verified · today

Explore the Claude Code CLI source — browse tools, commands, search code, and more.

hand-reviewed6.2k stars52 dl/wkchecked today