Is the vault-search MCP server actively maintained?

The vault-search MCP server was last committed today and has 1 contributor. Issue health: 100% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

vault-search MCP Server

Name: mzazon/vault-search
Rating: 4.1 (1 reviews)
Author: mzazon

mzazon/vault-search

Score: 76.7 Rank #1 Database

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Hybrid search for Obsidian vaults — BM25 + fuzzy + semantic vector search with RRF fusion. Full CLI, MCP server (stdio + HTTP/SSE), Docker-ready. Local ONNX embeddings or any OpenAI-compatible API.

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Overview

mzazon/vault-search is a TypeScript MCP server licensed under MIT. Hybrid search for Obsidian vaults — BM25 + fuzzy + semantic vector search with RRF fusion. Full CLI, MCP server (stdio + HTTP/SSE), Docker-ready. Local ONNX embeddings or any OpenAI-compatible API. Topics: cli, embeddings, mcp, mcp-server, obsidian, search, sqlite, typescript, bm25, hybrid-search, knowledge-base, markdown, obsidian-plugin, onnx, rag, self-hosted, selfhosted, vector-search.

Ranked #1 out of 109 indexed tools.

In the top 1% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

TypeScript MIT

cliembeddingsmcpmcp-serverobsidiansearchsqlitetypescriptbm25hybrid-searchknowledge-basemarkdownobsidian-pluginonnxragself-hostedselfhostedvector-search

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 100%

23/23 issues closed → responsive maintainer

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Markdown

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HTML

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Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 23
Contributors: 1
Dependents: —
Language: TypeScript
License: MIT
Last Commit: today

Matched Queries

"mcp server""mcp-server"

From the README

# vault-search

Hybrid search MCP server for Obsidian vaults. Combines BM25 keyword matching, fuzzy title search, and vector semantic search with Reciprocal Rank Fusion (RRF) into a single ranked result set. Embeddings run locally in-process via ONNX (no API key needed) or via any OpenAI-compatible API. Features layered config (`~/.vault-search/config.json`, `VS_` env vars, CLI flags), rate-limited embeddings, full CLI, dual MCP transport (stdio for Claude Desktop/Cursor, HTTP/SSE for Docker), and smart chunking strategies.

---

## Features

- **Hybrid search with RRF fusion** — BM25 + fuzzy title + vector semantic search merged via Reciprocal Rank Fusion
- **ONNX embeddings by default** — runs `nomic-ai/modernbert-embed-base` in-process via ONNX Runtime; no API key needed
- **API embedding support** — works with any OpenAI-compatible API: Ollama, LiteLLM, OpenAI, OpenRouter
- **Layered config system** — `~/.vault-search/config.json`, `VS_*` env vars, and CLI flags with full precedenc

Read full README on GitHub →