Read-only MCP over a vault's typed knowledge graph: concept search, contradictions, article fetch.
Runs on your machine from its package; the steps are below.
At most: only reads or looks up information.
Odel charges nothing per call. The publisher may charge for its own service.
Runs locally over stdio
This server isn't hosted — your MCP client launches it from a package registry. Use one of the commands below, or drop the config into your client (e.g. Claude Desktop).
Run
npx -y @swins/vault-knowledge-mcp
MCP client config
{
"mcpServers": {
"vault-knowledge": {
"command": "npx",
"args": [
"-y",
"@swins/vault-knowledge-mcp"
]
}
}
}A read-only MCP server that turns an Obsidian vault's typed knowledge graph into three tools any MCP client can call. Most knowledge tools can search. Few can tell you where your own notes disagree with each other. This one traverses a six-relation reasoning graph and surfaces the sharpest edge — contradicts. Local-first, stdio, no auth, no cloud, no native build.
The full reasoning lives in docs/EXPLANATION.md.
| Tool | Returns |
|---|---|
search_concepts(query, limit=5) | Semantically ranked concept/connection articles. |
find_contradictions(scope='all'|'recent_30d') | Active contradicts edges from the reasoning graph. |
get_article(slug) | One article with frontmatter, body, and resolved wikilinks. |
Ships with a synthetic espresso vault, so it works the moment it installs.
{
"mcpServers": {
"vault-knowledge": { "command": "npx", "args": ["-y", "@swins/vault-knowledge-mcp"] }
}
}
Then ask: "find contradictions in the vault."
{
"mcpServers": {
"vault-knowledge": {
"command": "npx",
"args": ["-y", "@swins/vault-knowledge-mcp"],
"env": {
"VAULT_DB": "/abs/path/.vault-index.db",
"VAULT_ROOT": "/abs/path/vault"
}
}
}
}
Only knowledge/{concepts,connections,qa} is ever readable. Scope is config-only — never a request parameter, so a client can't widen it.
Node ≥ 22.5 (built-in node:sqlite). search_concepts downloads the nomic-embed-text-v1.5 model once on first run.
MIT.