andish-mcp
MCP server for the Andish Knowledge Graph API.
Works with any MCP-compatible client: Claude Desktop, Claude Code, Cursor, Cline, Continue, and others.
Registry ownership verification: mcp-name: ru.andish/andish-mcp
Install
uvx andish-mcp@latest
Or with pip:
pip install andish-mcp
Configure (Claude Desktop)
// ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"andish": {
"command": "uvx",
"args": ["andish-mcp@latest"],
"env": {
"ANDISH_API_KEY": "adsh_live_xxxxxxxxxxxx"
}
}
}
}
Available Tools
Nine tools are registered by the server.
| Tool | What it does |
|---|---|
andish_query |
Search the workspace knowledge graph and synthesise an answer. |
andish_context |
Fetch raw context from the knowledge graph and write the answer yourself. |
andish_list_documents |
List documents uploaded to the workspace. |
andish_get_document |
Fetch metadata and a content excerpt for one document. |
andish_upload_document |
Upload a local file to the workspace for indexing. |
andish_search_entities |
Search entities (people, organizations, concepts) by label substring. |
andish_get_neighbors |
Return entities connected to an entity, directly (hop=1) or transitively (hop=2). |
andish_workspace_usage |
Show current workspace usage: documents, cost, daily queries. |
andish_health |
Check server health and API connectivity. |
Environment Variables
| Variable | Required | Default | Description |
|---|---|---|---|
ANDISH_API_KEY |
Yes | — | API key from https://andish.ru/dashboard |
ANDISH_BASE_URL |
No | https://api.andish.ru/v1 |
Override for self-hosted or staging |
ANDISH_TIMEOUT |
No | 30.0 |
Per-request timeout in seconds |
1 maintainer
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