Power your agent
คำสั่งของผู้เผยแพร่เอง ไม่ใช่เอนด์พอยต์ของ PlugMCP
Host a copy with our keys and logs.
npx -y [email protected]Claude Code ไม่มีลิงก์ติดตั้งสำหรับคำสั่งแบบโลคัล ให้คัดลอกคำสั่งด้านล่างแล้วรันในเทอร์มินัล
FRESHVAULT_VAULT=<value> claude mcp add io.github.kioko-lab-freshvault -- npx -y freshvault@0.4.0รันในเทอร์มินัล
{ "mcpServers": { "io.github.kioko-lab-freshvault": { "command": "npx", "args": [ "-y", "[email protected]" ], "env": { "FRESHVAULT_VAULT": "<value>" } } }}claude_desktop_config.json
URL แบบรีโมตหรือคำสั่งบนเครื่องของคุณ? การติดตั้งสองแบบต่างกันอย่างไร
รันบน PlugMCP
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
เปิดYour Obsidian vault is Claude's memory. Always fresh, always local.
Every other vault-search MCP makes you re-run an index command, babysit a watch terminal, or click "Update Index" in a web UI. freshvault watches your vault from inside the MCP server: edit a note, and Claude sees it seconds later. Automatically. Forever.
bge-m3), your notes never leave your machinebge-m3 handles Korean, Japanese, and 100+ languages that English-only defaults fail onnpx -y freshvault setup
That's it. The wizard detects your Obsidian vault, pulls the embedding model, builds the index, and registers with Claude Code. There is no step 2, and there is never a step 2: no index command to re-run, no watch terminal, no background service.
{
"mcpServers": {
"freshvault": {
"command": "npx",
"args": ["-y", "freshvault", "serve"],
"env": { "FRESHVAULT_VAULT": "/absolute/path/to/your/vault" }
}
}
}
Claude Code one-liner:
claude mcp add freshvault -s user -- npx -y freshvault serve
Just ask Claude about your notes:
"Search my notes for what I wrote about cache eviction strategies"
Three tools, all read-only:
Scoped queries competitors gate behind settings or paywalls work per-query here:
"Search my notes tagged #project modified after June for the budget discussion"
Obsidian vault ──fs.watch──▶ freshvault MCP server ──search_notes──▶ Claude
(.md files) (chunks → bge-m3 embeddings (generation)
→ one JSON index, incremental)
Register one server per vault — index files are kept per-vault automatically:
claude mcp add work-vault -s user -e FRESHVAULT_VAULT=/path/to/work -- npx -y freshvault serve
claude mcp add personal-vault -s user -e FRESHVAULT_VAULT=/path/to/personal -- npx -y freshvault serve
FRESHVAULT_EMBED_API=openai FRESHVAULT_EMBED_URL=http://localhost:1234 npx -y freshvault serve
Anything speaking /v1/embeddings works; FRESHVAULT_EMBED_KEY for authenticated endpoints (never written to the config file).
Everything works with zero config after setup. Override when needed:
Commands: setup · serve (default) · index (manual escape hatch) · status
Patterns follow gitignore semantics, matched against vault-relative paths:
* and ? never cross a /. ** crosses directories only as a whole path segment (**/x, x/**, x/**/y); glued inside a segment it collapses to a single *, as in git.Templates never matches TemplatesOld.! negation and character classes are not supported; such patterns match nothing.FRESHVAULT_IGNORE is comma-separated, so a pattern cannot contain a comma.Behaviour change since v0.3.0. v0.3.0 treated a trailing slash as a root anchor, so
Templates/excluded only the vault-rootTemplates/and silently indexed every nested one — no warning, just a quietly polluted index. Patterns shaped likeTemplates/,/Templates,**/xanda/**/bnow exclude more than before (/Templatespreviously matched nothing at all). Conversely,**glued inside a segment (Daily**md) no longer crosses/. Runfreshvault statusafter upgrading and compare the excluded count if it matters to you.
Two retrieval micro-benchmarks ship in-repo (node scripts/bench.mjs): ko-bench (30 Korean notes, 40 paraphrase queries) and id-bench (38 technical notes, 14 identifier queries). Both run under three scoring modes — dense, hybrid-always, and the shipped gated mode — and the script checks the no-regression contract itself. Results and the bge-m3-ko (85.0% top-1, 634MB) import guide in docs/ko-bench.md.
MIT © Kioko Lab
Local semantic search over your Obsidian vault - always fresh, never reindex.
{ "mcpServers": { "io.github.kioko-lab-freshvault": { "command": "npx", "args": [ "-y", "[email protected]" ], "env": { "FRESHVAULT_VAULT": "<value>" } } }}เครื่องมือ
ยังไม่มีรายการเครื่องมือ เซิร์ฟเวอร์แบบรีโมตจะได้รายการหลังการตรวจสอบสถานะครั้งแรก
FAQ
คัดลอกคอนฟิก stdio สำหรับ Cursor, Claude Desktop, Claude Code หรือ VS Code ได้ในหน้านี้ คอนฟิกนี้ใช้การติดตั้งของผู้เผยแพร่ ไม่ใช่พร็อกซีของ PlugMCP
ผู้เผยแพร่ระบุตัวแปรสภาพแวดล้อมเหล่านี้: FRESHVAULT_VAULT
Freshvault ทำงานแบบโลคัลผ่าน stdio
ตรวจสอบล่าสุดเมื่อ 2026-11-09 Local semantic search over your Obsidian vault - always fresh, never reindex.