tigergraph-mcp

Model Context Protocol (MCP) server for TigerGraph that lets AI agents interact with TigerGraph through the MCP standard using pyTigerGraph's async APIs.

→ tigergraph/tigergraph-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configTG_PROFILE— staging tigergraph-mcp

configLLM_MODEL

configLLM_PROVIDER

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/tigergraph-tigergraph-mcp-12ah2a)](https://m8ven.ai/mcp/tigergraph-tigergraph-mcp-12ah2a)

commit: 97abcf675a9cbb3be18febb0f53605301cd6ad5a

code hash: 9dfec63e4cdc2a105c59d01ae2a6adae8e1e0e049f3ac9083c905d93ab585e40

verified: 6/18/2026, 10:51:27 AM

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