Data & Analytics MCP Server

Networkx MCP Server

Name: Networkx MCP Server
Author: brightlikethelight

The first NetworkX integration for Model Context Protocol, enabling graph analysis and visualization directly in AI conversations. Supports 13 operations including centrality algorithms, community detection, PageRank, and graph visualization.

Scan found nothing by brightlikethelight15MITPythonIntermediatestdio

View on GitHub Install Guide

Install

No auto-install command available for this server.

Check the GitHub repository for setup instructions

Safety Report

43% Scan found nothing

Scanned 5 months ago

3 passed 4 warnings

Security

Authentication

details

Authentication detected: env_api_key_py, bearer_check, auth_middleware, oauth

Pass

CORS Policy

details

No CORS-relevant transport detected (likely stdio)

N/A

Rate Limiting

details

Rate limiting detected: rate_limit_middleware, throttle, token_bucket, max_requests

Pass

Known CVEs

details

3 known vulnerable deps (1 high)

Warning

Code Quality

Dependency Audit

details

3 known vulnerable deps (1 high)

Warning

Dangerous Patterns

details

Dangerous patterns detected: eval_call

Warning

License

details

License: MIT

Pass

Community

Maintenance Status

details

Last commit 5 months ago

Warning

Learn about our security methodology →

Frequently Asked Questions

What is Networkx MCP Server?

Is Networkx MCP Server safe to use?

We cannot tell you that, and nobody scanning at this scale can. What we did in March 2026 was shallow-clone Networkx MCP Server and run five keyword searches over its source: auth identifiers, CORS configuration, rate-limit identifiers, the dependency manifest against a hardcoded list of 18 known-vulnerable packages, and unguarded eval/exec calls. None of them matched. A text search cannot follow a variable, judge intent, or tell you what a server does once it is running, so "nothing matched" is not "safe". What the scan does and does not cover is written out at /mcp/security.

What are alternatives to Networkx MCP Server?

Similar MCP servers include MCP Server Chart, Vizro MCP, Markdownify MCP. Each serves a similar purpose but may differ in features, language, and compatibility.