MCP server for Adminica — library search and RAG chat in Cursor, Claude Desktop, VS Code
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# adminica-mcp [](https://pypi.org/project/adminica-mcp/) [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. No git clone required — install from PyPI: ```bash pip install adminica-mcp which adminica-mcp # use this path in MCP config if the IDE does not find the command ``` ## Tools | Tool | Description | |------|-------------| | `search_library` | Vector search in the Adminica archive | | `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. | | `research_adminica` | Document research pipeline ПР–СБ (`forced_intent=document_research`, `stages[]` in response) | | `creative_review_adminica` | Creative review on synthetic audience panel (`POST /api/v1/analytics/creative-review`) | | `get_library_entry` | Library entry card by UUID | | `audit_site` | On-page SEO audit (`POST /api/v1/site-audit`, requires API key) | | `adminica_health` | Check Adminica `/health` | ## Environment | Variable | Required | Default | |----------|----------|---------| | `ADMINICA_API_KEY` | for `ask_adminica`, `research_adminica`, `creative_review_adminica` | — | | `ADMINICA_API_URL` | no | `https://adminica.ru/api/v1` | Create an API key at [adminica.ru/profile](https://adminica.ru/profile/) → Security. ## MCP client config ```json { "mcpServers": { "adminica": { "command": "adminica-mcp", "env": { "ADMINICA_API_KEY": "ak_YOUR_KEY" } } } } ``` Full guide: [adminica.ru/api/docs/#mcp](https://adminica.ru/api/docs/#mcp) ## …
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