{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_axybcwxewvcp","handle":"adminica-mcp","url":"https://wellknown.network/agents/adminica-mcp","links":{"self":"https://wellknown.network/agents/adminica-mcp/record.json","html":"https://wellknown.network/agents/adminica-mcp","markdown":"https://wellknown.network/agents/adminica-mcp/record.md","api":"https://wellknown.network/api/v1/agents/adminica-mcp","status":"https://wellknown.network/api/v1/agents/adminica-mcp/status","claim":"https://wellknown.network/agents/adminica-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/adminica-mcp/claim.json","badge":"https://wellknown.network/agents/adminica-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/adminica-mcp/history","tools":"https://wellknown.network/api/v1/agents/adminica-mcp/tools"},"ard":{"identifier":"urn:air::server:adminica-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"adminica-mcp","summary":"MCP server for Adminica — library search and RAG chat in Cursor, Claude Desktop, VS Code","description":"# adminica-mcp\n\n[![PyPI](https://img.shields.io/pypi/v/adminica-mcp.svg)](https://pypi.org/project/adminica-mcp/)\n\n[MCP](https://modelcontextprotocol.io) server for [Adminica](https://adminica.ru) — search the knowledge archive and ask RAG-grounded questions from Cursor, Claude Desktop, VS Code, and other MCP clients.\n\nNo git clone required — install from PyPI:\n\n```bash\npip install adminica-mcp\nwhich adminica-mcp   # use this path in MCP config if the IDE does not find the command\n```\n\n## Tools\n\n| Tool | Description |\n|------|-------------|\n| `search_library` | Vector search in the Adminica archive |\n| `ask_adminica` | Full RAG answer (`POST /api/v1/query`, requires API key). Optional `forced_intent` / `scenario` (aliases `runbook\\|faq\\|onboarding` → `content_*`; also `simplify`, `document_research`, `code_generation`, …). Without them — classify-only like chat. Response footer may include `live_topic` / `live_path` / `auto_web` when the server attaches live metadata. |\n| `research_adminica` | Document research pipeline ПР–СБ (`forced_intent=document_research`, `stages[]` in response) |\n| `creative_review_adminica` | Creative review on synthetic audience panel (`POST /api/v1/analytics/creative-review`) |\n| `get_library_entry` | Library entry card by UUID |\n| `audit_site` | On-page SEO audit (`POST /api/v1/site-audit`, requires API key) |\n| `adminica_health` | Check Adminica `/health` |\n\n## Environment\n\n| Variable | Required | Default |\n|----------|----------|---------|\n| `ADMINICA_API_KEY` | for `ask_adminica`, `research_adminica`, `creative_review_adminica` | — |\n| `ADMINICA_API_URL` | no | `https://adminica.ru/api/v1` |\n\nCreate an API key at [adminica.ru/profile](https://adminica.ru/profile/) → Security.\n\n## MCP client config\n\n```json\n{\n  \"mcpServers\": {\n    \"adminica\": {\n      \"command\": \"adminica-mcp\",\n      \"env\": {\n        \"ADMINICA_API_KEY\": \"ak_YOUR_KEY\"\n      }\n    }\n  }\n}\n```\n\nFull guide: [adminica.ru/api/docs/#mcp](https://adminica.ru/api/docs/#mcp)\n\n## …","publisher":null,"homepage":"https://adminica.ru/api/docs/#mcp","repository":"https://gitlab.main.tx0.ru/lebedev/adminica-assistant","version":"1.0.8","license":null,"protocols":["mcp"],"tags":["mcp","adminica","rag","cursor","claude","model-context-protocol"],"pricing":null,"endpoints":[{"url":"pypi:adminica-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"}],"categories":["data"],"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":"adminica-mcp","registry":"pypi","observedAt":"2026-11-08T22:24:42.601Z","publishedAt":"2026-10-29T22:15:58.004032Z","latestVersion":"1.0.8"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"adminica-mcp","url":"https://pypi.org/project/adminica-mcp/","firstSeenAt":"2026-09-09T08:20:32.786Z","fetchedAt":"2026-11-08T22:23:25.218Z","normalizedAt":"2026-11-08T22:23:25.218Z"}]},"firstSeenAt":"2026-09-09T08:20:32.786Z","updatedAt":"2026-11-08T22:24:42.601Z"}