{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9dt94jt4869t","handle":"obsidian-rag-mcp","url":"https://wellknown.network/agents/obsidian-rag-mcp","links":{"self":"https://wellknown.network/agents/obsidian-rag-mcp/record.json","html":"https://wellknown.network/agents/obsidian-rag-mcp","markdown":"https://wellknown.network/agents/obsidian-rag-mcp/record.md","api":"https://wellknown.network/api/v1/agents/obsidian-rag-mcp","status":"https://wellknown.network/api/v1/agents/obsidian-rag-mcp/status","claim":"https://wellknown.network/agents/obsidian-rag-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/obsidian-rag-mcp/claim.json","badge":"https://wellknown.network/agents/obsidian-rag-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:obsidian-rag-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"obsidian-rag-mcp","summary":"Semantic search for Obsidian vaults via MCP","description":"# Obsidian RAG MCP Server\n\n**Your notes, searchable by meaning.**\n\nAn MCP server that gives Claude Code semantic search over your Obsidian vault. Ask questions in natural language, get answers from your own documents.\n\n[![CI](https://github.com/danielscholl/obsidian-rag-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/danielscholl/obsidian-rag-mcp/actions/workflows/ci.yml)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://opensource.org/licenses/MIT)\n[![MCP](https://img.shields.io/badge/MCP-compatible-green.svg)](https://modelcontextprotocol.io)\n\n---\n\n## The Problem\n\nYou have 500 notes in Obsidian. You know you wrote something about database timeouts causing customer issues... somewhere. Ctrl+F won't help when you don't remember the exact words.\n\n## The Solution\n\nThis server indexes your vault with vector embeddings. Ask for \"RCAs where database timeouts caused customer-facing issues\" and get results even if your notes use terms like \"CosmosDB latency\", \"connection pool exhaustion\", or \"query timeout.\"\n\nSemantic search. Vectors stored locally. Sub-second queries.\n\n---\n\n## Quick Start\n\n```bash\n# Clone and install (using uv - recommended)\ngit clone https://github.com/danielscholl/obsidian-rag-mcp.git\ncd obsidian-rag-mcp\nuv sync\n\n# Set your API key\nexport OPENAI_API_KEY=\"sk-...\"\n\n# Index the sample vault (or your own)\nuv run obsidian-rag index --vault ./vault\n\n# Search it\nuv run obsidian-rag search \"database connection issues\" --vault ./vault\n```\n\n<details>\n<summary>Output</summary>\n\n```\nQuery: database connection issues\nFound 3 results (searched 1154 chunks)\n\n--- Result 1 (score: 0.480) ---\nSource: RCAs/2025-05-17-database-connection-pool-exhaustion.md\nTags: database, p1, rca\n\n# 2025-05-17 - Database Connection Pool Exhaustion in payment-gateway...\n\n--- Result 2 (score: 0.466) ---\nSource: RCAs/2025-06-18-database-connection-po…","publisher":{"name":"Daniel Scholl","url":null},"homepage":"https://github.com/danielscholl/obsidian-rag-mcp","repository":"https://github.com/danielscholl/obsidian-rag-mcp/blob/main/CHANGELOG.md","version":"0.2.0","license":null,"protocols":["mcp"],"tags":["ai","mcp","obsidian","rag","semantic-search"],"pricing":null,"endpoints":[{"url":"pypi:obsidian-rag-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","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"derived"},{"slug":"productivity.notes","name":"Notes & Docs","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.791,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.688,"provenance":"derived"}],"categories":["data","dev","productivity"],"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":"obsidian-rag-mcp","registry":"pypi","observedAt":"2026-09-10T08:27:31.210Z","publishedAt":"2026-02-21T02:21:44.620159Z","latestVersion":"0.2.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"obsidian-rag-mcp","url":"https://pypi.org/project/obsidian-rag-mcp/","firstSeenAt":"2026-09-10T08:25:56.658Z","fetchedAt":"2026-09-10T08:25:56.658Z","normalizedAt":"2026-09-10T08:25:56.658Z"}]},"firstSeenAt":"2026-09-10T08:25:56.658Z","updatedAt":"2026-09-10T08:27:31.210Z"}