Skip to main content

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

Metadata

Release files for andish-mcp 0.2.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for andish-mcp 0.2.0
File Size Uploaded Provenance Actions
andish_mcp-0.2.0.tar.gz 88.6 kB Without provenance Details for andish_mcp-0.2.0.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for andish-mcp 0.2.0
File Interpreter ABI Platform Actions
andish_mcp-0.2.0-py3-none-any.whl Python 3 none any Details for andish_mcp-0.2.0-py3-none-any.whl

Total release size: 130.3 kB

Release files / andish_mcp-0.2.0.tar.gz

Download URL andish_mcp-0.2.0.tar.gz
Size 88.6 kB
Tags Source
SHA-256 checksum
How to use checksums
40291c4c004b1f357cf14c7cf84b41e86c991cc8e9bdcd4899d74f57c34a9285
BLAKE2b-256 checksum
How to use checksums
b695f3dd711190b5d4bbdc7b04b16dddc4394079d94512975277f506cb8d5436
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.12.13

Release files / andish_mcp-0.2.0-py3-none-any.whl

Download URL andish_mcp-0.2.0-py3-none-any.whl
Size 41.7 kB
Tags Python 3
SHA-256 checksum
How to use checksums
54739c50fdc77f159ed2a6f71576a0aeb1ec35051080faccec0f843249ca40c0
BLAKE2b-256 checksum
How to use checksums
6a48a03adc4cc23f86ef35383b70eccfd4f0514d295a02de3780ca9c351d3b6b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.12.13

Security for andish-mcp 0.2.0

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.2.0 This release

2 release files No provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page