{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_k7za8qevjqtz","handle":"some-vault-some-mcp","url":"https://wellknown.network/agents/some-vault-some-mcp","links":{"self":"https://wellknown.network/agents/some-vault-some-mcp/record.json","html":"https://wellknown.network/agents/some-vault-some-mcp","markdown":"https://wellknown.network/agents/some-vault-some-mcp/record.md","api":"https://wellknown.network/api/v1/agents/some-vault-some-mcp","status":"https://wellknown.network/api/v1/agents/some-vault-some-mcp/status","claim":"https://wellknown.network/agents/some-vault-some-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/some-vault-some-mcp/claim.json","badge":"https://wellknown.network/agents/some-vault-some-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:some-vault-some-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"some-vault-some-mcp","summary":"MCP server for Obsidian vaults with vector search","description":"# some-vault-some-mcp\n\nMCP server that gives AI models read/write access to Obsidian vaults with semantic search, link graph analysis, canvas manipulation, and incremental indexing.\n\nBuilt on FastMCP + LanceDB. Embeds notes locally with fastembed (nomic-embed-text-v1.5-Q, 768 dims) by default — no server required. Optionally supports Ollama or OpenAI embeddings. Watches the vault filesystem and re-indexes on change.\n\nWarning: This is a hot vibe coded mess, user beware\n\n## What it does\n\n- Hybrid search - vector similarity (70%) + full-text keyword (30%), with overlap boost\n- Semantic search - pure embedding-based retrieval\n- Exact search - literal substring matching, optional case sensitivity and regex\n- Note CRUD - create, read, append, prepend, move, delete (soft delete to .trash by default)\n- Frontmatter parsing - YAML extraction, tag collection (frontmatter + inline #hashtags), property filtering\n- Wikilink graph - backlinks, outlinks, orphan detection, broken link detection, BFS neighbor traversal (depth 1-5)\n- Canvas CRUD - create, read, add/update/remove nodes and edges, grid auto-layout, dangling edge cleanup\n- Daily notes - Moment.js-style date formatting, template support, reads Obsidian's daily-notes config\n- Incremental indexing - filesystem watcher with 2s debounce, mtime-based change detection\n- Atomic writes - temp file + POSIX rename, per-path asyncio locks\n- Tool overrides - rename or disable any tool via YAML config (per-agent customization)\n\n## Requirements\n\n- Python 3.11+\n- [uv](https://docs.astral.sh/uv/) (for `uvx`)\n\n## Quick start\n\nAdd this to your MCP client config (Cursor, Windsurf, Claude Code, etc.):\n\n```json\n{\n  \"mcpServers\": {\n    \"obsidian-vault\": {\n      \"command\": \"uvx\",\n      \"args\": [\"some-vault-some-mcp\", \"serve\", \"--transport\", \"stdio\"],\n      \"env\": {\n        \"VAULT_PATH\": \"/path/to/your/obsidian/vault\"\n      }\n    }\n  }\n}\n```\n\nThat's it. `uvx` installs the package from PyPI on first run and keeps it cached.\n\nFor alternative embe…","publisher":null,"homepage":"https://github.com/russellsch/some_obsidian_some_mcp","repository":"https://github.com/russellsch/some_obsidian_some_mcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:some-vault-some-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"derived"},{"slug":"security.secrets","name":"Secrets Management","confidence":1,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.882,"provenance":"derived"},{"slug":"productivity.notes","name":"Notes & Docs","confidence":0.791,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["data","dev","productivity","security"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"some-vault-some-mcp","registry":"pypi","observedAt":"2026-09-10T12:23:41.145Z","publishedAt":"2026-07-11T21:25:10.176209Z","latestVersion":"0.1.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"some-vault-some-mcp","url":"https://pypi.org/project/some-vault-some-mcp/","firstSeenAt":"2026-09-10T12:22:55.677Z","fetchedAt":"2026-09-10T12:22:55.677Z","normalizedAt":"2026-09-10T12:22:55.677Z"}]},"firstSeenAt":"2026-09-10T12:22:55.677Z","updatedAt":"2026-09-10T12:23:41.145Z"}