{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_mygexwsrwxzq","handle":"wiki-search-mcp","url":"https://wellknown.network/agents/wiki-search-mcp","links":{"self":"https://wellknown.network/agents/wiki-search-mcp/record.json","html":"https://wellknown.network/agents/wiki-search-mcp","markdown":"https://wellknown.network/agents/wiki-search-mcp/record.md","api":"https://wellknown.network/api/v1/agents/wiki-search-mcp","status":"https://wellknown.network/api/v1/agents/wiki-search-mcp/status","claim":"https://wellknown.network/agents/wiki-search-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/wiki-search-mcp/claim.json","badge":"https://wellknown.network/agents/wiki-search-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:wiki-search-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"wiki-search-mcp","summary":"Zero-config PKM MCP server: auto-classify, search, and organize personal markdown notes","description":"# wiki-search-mcp\n\n[![PyPI version](https://badge.fury.io/py/wiki-search-mcp.svg)](https://badge.fury.io/py/wiki-search-mcp)\n[![PyPI downloads](https://img.shields.io/pypi/dm/wiki-search-mcp.svg)](https://pypi.org/project/wiki-search-mcp/)\n[![Python](https://img.shields.io/pypi/pyversions/wiki-search-mcp.svg)](https://pypi.org/project/wiki-search-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![GitHub stars](https://img.shields.io/github/stars/jin7942/wiki-search-mcp.svg)](https://github.com/jin7942/wiki-search-mcp/stargazers)\n[![GitHub issues](https://img.shields.io/github/issues/jin7942/wiki-search-mcp.svg)](https://github.com/jin7942/wiki-search-mcp/issues)\n[![GitHub last commit](https://img.shields.io/github/last-commit/jin7942/wiki-search-mcp.svg)](https://github.com/jin7942/wiki-search-mcp/commits)\n[![Code style: ruff](https://img.shields.io/badge/code%20style-ruff-000000.svg)](https://github.com/astral-sh/ruff)\n\n**Zero-config Personal Knowledge Management(PKM) MCP 서버** — Claude Desktop이 로컬 Markdown 노트를 자동 분류·검색·정리합니다. 설정 파일 없음. 사용자의 폴더 구조를 그대로 따릅니다.\n\n![wiki-search-mcp demo](https://raw.githubusercontent.com/jin7942/wiki-search-mcp/main/docs/assets/demo.gif)\n\n## 무엇을 할 수 있나\n\n```text\n사용자: \"오늘 nginx SSL 설정 메모 정리해줘\"\nClaude: → 미분류 파일 감지\n        → 본문 분석 → \"infra\" 카테고리 + [\"nginx\",\"ssl\"] 태그 추천\n        → 사용자 승인\n        → frontmatter 추가 + infra/ 폴더로 이동\n        → 자동 인덱싱\n\n사용자: \"지난번 SSL 인증서 어떻게 적용했더라?\"\nClaude: → 의미 기반 검색 (벡터 + 키워드 하이브리드)\n        → 관련 문서 + wikilink로 연결된 문서 함께 반환\n```\n\n## Features\n\n- **Zero-Config**: 설정 파일 없음. 빈 디렉토리든 기존 노트 폴더든 그대로 사용\n- **자동 분류**: 미분류 파일 감지 → 카테고리/태그 추천 → Claude가 직접 정리\n- **카테고리 자동 감지**: 사용자 폴더 구조가 곧 카테고리 (수동 정의 불필요)\n- **Hybrid Search**: 벡터(sentence-transformers) + BM25 키워드 결합 (RRF), 한국어 최적화\n- **Graph RAG**: wikilink `[[link]]` 관계로 연관 문서 자동 확장\n- **Local Execution**: 외부 API 없이 로컬에서 모든 처리 (비용 0)\n- **Read-only MCP**: 모든 도구가 읽기 전용. 파일 쓰기는 Claude의 일반 도구가 담당하므로 데이터 안전\n\n## Quick Sta…","publisher":null,"homepage":"https://github.com/jin7942/wiki-search-mcp","repository":"https://github.com/jin7942/wiki-search-mcp/blob/main/CHANGELOG.md","version":"0.7.0","license":null,"protocols":["mcp"],"tags":["auto-classification","mcp","obsidian","pkm","rag","search","semantic","vector","wiki"],"pricing":null,"endpoints":[{"url":"pypi:wiki-search-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":"declared"},{"slug":"productivity.notes","name":"Notes & Docs","confidence":1,"provenance":"declared"},{"slug":"dev.version-control","name":"Version Control","confidence":0.779,"provenance":"derived"}],"categories":["data","dev","productivity"],"language":"fr"},"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":"wiki-search-mcp","registry":"pypi","observedAt":"2026-09-10T15:25:32.616Z","publishedAt":"2026-08-03T13:05:10.246796Z","latestVersion":"0.7.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"wiki-search-mcp","url":"https://pypi.org/project/wiki-search-mcp/","firstSeenAt":"2026-09-10T15:24:47.463Z","fetchedAt":"2026-09-10T15:24:47.463Z","normalizedAt":"2026-09-10T15:24:47.463Z"}]},"firstSeenAt":"2026-09-10T15:24:47.463Z","updatedAt":"2026-09-10T15:25:32.616Z"}