Skip to main content
Glama
deenesjakoruzh
motopes333-lab

andish-mcp

by motopes333-lab
OverviewSchemaRelated ServersScoreDiscussions
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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

This server cannot be installed

RayrunBuild, deploy, and operate MCP servers without becoming an infrastructure team.ray.runAd

Maintenance

ActivityMaintained
ResponsivenessNo issues

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

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

Related MCP Connectors

Related MCP Servers

  • GraphRAG MCP Server

    lemondude21
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables building and querying knowledge graphs by ingesting documents into Neo4j using Gemini for entity extraction, and exposes MCP tools for graph health, document ingestion, and knowledge base querying.
    -

  • Analytos Brain Omnigraph MCP

    kmatrimony0-ops
    A
    license
    Not graded
    quality
    B
    maintenance
    This MCP server provides governed read access to the Analytos Brain knowledge graph, enabling content and GTM agents to retrieve approved entities and relationships with access control and citations.
    2
    MIT

  • paper-search-cli

    X-T-E-R
    A
    license
    Not graded
    quality
    A
    maintenance
    MCP server for searching academic, patent, and web sources, normalizing identifiers, and managing workspace records. Exposes the same operations to AI clients via MCP tools.
    37
    MIT

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/motopes333-lab/andish-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server