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motopes333-lab

andish-mcp

by motopes333-lab
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Python
Remote

andish-mcp

MCP server for the Andish Knowledge Graph API.

Works with any MCP-compatible client: Cursor, Cline, Continue, and others.

Full docs: https://andish.ru/docs

Registry ownership verification: mcp-name: ru.andish/andish-mcp

Install

uvx andish-mcp@latest

Or with pip:

pip install andish-mcp

Related MCP server: Analytos Brain Omnigraph MCP Server

Configure

// example MCP client config (the exact file path depends on your client)
{
  "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

This server cannot be installed

A
license - permissive license
Not graded
quality - not tested
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

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