{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xscwrutf7br6","handle":"vault-mcp-2","url":"https://wellknown.network/agents/vault-mcp-2","links":{"self":"https://wellknown.network/agents/vault-mcp-2/record.json","html":"https://wellknown.network/agents/vault-mcp-2","markdown":"https://wellknown.network/agents/vault-mcp-2/record.md","api":"https://wellknown.network/api/v1/agents/vault-mcp-2","status":"https://wellknown.network/api/v1/agents/vault-mcp-2/status","claim":"https://wellknown.network/agents/vault-mcp-2/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/vault-mcp-2/claim.json","badge":"https://wellknown.network/agents/vault-mcp-2/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:vault-mcp-2","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"vault-mcp","summary":"Memory Vault MCP Server — Markdown + SQLite knowledge store with bidirectional [[wikilinks]] for AI agents","description":"# vault-mcp\n\nMarkdown + SQLite knowledge store with bidirectional `[[wikilinks]]`, exposed as an MCP server. Designed for AI agents to maintain an interconnected knowledge base.\n\n## Installation\n\n```bash\nuvx vault-mcp                           # run directly without install\npip install vault-mcp                   # core (keyword search only)\npip install \"vault-mcp[semantic]\"       # + embedding-based semantic search\n```\n\n## Running the MCP Server\n\n```bash\n# Start with default settings (vault in ./vault)\nvault-mcp\n\n# Custom vault directory\nVAULT_DIR=/path/to/notes vault-mcp\n\n# With semantic search enabled\nVAULT_DIR=./vault VAULT_EMBEDDING_MODEL=jinaai/jina-embeddings-v5-text-nano vault-mcp\n```\n\n### Environment Variables\n\n| Variable | Default | Description |\n|----------|---------|-------------|\n| `VAULT_DIR` | `./vault` | Root directory for markdown files |\n| `VAULT_EMBEDDING_MODEL` | *(none)* | Sentence-transformers model name. Enables semantic search when set |\n\n## Client Configuration\n\n### Claude Code\n\n```bash\nclaude mcp add vault -- vault-mcp\n```\n\nOr `.mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"vault\": {\n      \"type\": \"stdio\",\n      \"command\": \"vault-mcp\",\n      \"env\": { \"VAULT_DIR\": \"./vault\" }\n    }\n  }\n}\n```\n\n### Cursor / Windsurf / Other MCP Clients\n\nAdd to your MCP settings:\n\n```json\n{\n  \"vault\": {\n    \"command\": \"vault-mcp\",\n    \"env\": { \"VAULT_DIR\": \"./vault\" }\n  }\n}\n```\n\n### Python Library (no MCP)\n\n```python\nfrom vault_mcp import MarkdownVault, create_vault_tools\n\nvault = MarkdownVault(\"./my-vault\")\nvault.write(\"skill/debugging\", {\"type\": \"skill\", \"confidence\": \"pattern\"}, \"# Debugging\\n\\n...\")\n\n# Or get all 11 tools as a dict of callables\ntools = create_vault_tools(vault)\nresult = tools[\"vault_search\"](query=\"debugging\", mode=\"keyword\")\n```\n\n## Note Format\n\nEach note is a `.md` file with YAML frontmatter, organized in type-based folders:\n\n```\nvault/\n  skill/\n    timeout-diagnosis.md\n  concept/\n    connection-pooling.md\n  episodic/\n    2024-01-15-incid…","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:vault-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"security.secrets","name":"Secrets Management","confidence":1,"provenance":"derived"},{"slug":"data.vector-search","name":"Vector Search","confidence":0.894,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"data.database","name":"Databases","confidence":0.768,"provenance":"derived"}],"categories":["data","dev","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":"vault-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:04.551Z","publishedAt":"2026-03-16T23:46:33.814240Z","latestVersion":"0.1.1"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"vault-mcp","url":"https://pypi.org/project/vault-mcp/","firstSeenAt":"2026-09-10T15:23:08.846Z","fetchedAt":"2026-09-10T15:23:08.846Z","normalizedAt":"2026-09-10T15:23:08.846Z"}]},"firstSeenAt":"2026-09-10T15:23:08.846Z","updatedAt":"2026-09-10T15:25:04.551Z"}