Enterprise DNAEnterprise DNA

MCP Servers · Developer

Bright-L01/networkx-mcp-server

🕸️ First NetworkX MCP server for graph analysis in AI conversations | Community & Enterprise editions | Graph algorithms • Network analysis • MCP integration

Visit site ↗

Our verdict

Not reviewed yet

We have not reviewed Bright-L01/networkx-mcp-server yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About Bright-L01/networkx-mcp-server

An MCP server that exposes NetworkX graph algorithms for use within AI conversations. It implements the Model Context Protocol to let AI assistants run graph analysis tasks directly. Community and enterprise editions are available for different deployment needs.

Best for

Developers building AI assistants that need to perform graph analysis

Use cases

  • Analyze network graphs via AI chat interfaces
  • Run shortest path or centrality algorithms in conversations
  • Explore graph structures using natural language prompts

Notes

16 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Pros

  • Integrates NetworkX with the MCP standard for AI tool use
  • Open-source community edition lowers entry barrier
  • Python-based, easy to set up and extend

Cons

  • Low GitHub popularity (16 stars) indicates early adoption
  • Requires an MCP-compatible AI client to be useful
  • Documentation and community support may be limited

Key facts

What we have checked

Days since the last commit
6
Checked GitHub
GitHub forks
5
Checked GitHub
GitHub stars
22
Checked GitHub
Days to a first reply on issues
74
Checked GitHub
Open issues
37
Checked GitHub
Releases in the last 90 days
0
Checked GitHub

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

pip install networkx-mcp-server

Tools exposed

  • resolve_doi
  • build_citation_network
  • analyze_author_impact
  • find_collaboration_patterns
  • detect_research_trends
  • recommend_papers
  • export_bibtex
  • create_graph
  • add_nodes
  • remove_nodes
  • add_edges
  • remove_edges
  • get_info
  • list_graphs
  • delete_graph
  • shortest_path
  • get_neighbors
  • set_node_attributes
  • get_node_attributes
  • set_edge_attributes

Clients the listing names (not checked here)

Claude Desktop

Example client config

{
  "mcpServers": {
    "networkx": {
      "command": "python",
      "args": [
        "-m",
        "networkx_mcp"
      ]
    }
  }
}

Install

Add Bright-L01/networkx-mcp-server to your client

Not verified yet

No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.

Until then, follow the project's own README, or the setup the listing publishes under How to set it up.

Works with

What Bright-L01/networkx-mcp-server connects to

No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.

Health and security

Is Bright-L01/networkx-mcp-server looked after, and what do its setup files show

Health score

30 out of 100

Does someone look after this repository? It does not say the code is good or safe. Worked out from GitHub signals checked . How it is worked out

PartPointsWhat we saw
Recent activity30 of 30Last push 6 days ago
Releases0 of 150 releases in 90 days
Issue replies0 of 20First reply in 74 days (median)
Maintainer0 of 15Owned by a single user
Official source0 of 20Community server

Security check static checks

100 out of 100

Reads what is published about the server: package advisories, licence, secrets in the documented setup and tool permissions. Nothing is installed or run, so this is not a security assessment. Checked by edna-static-v1 PyPI:networkx-mcp-server@2.0.0. What it checks

Licence: MIT

  • Note The lab has not recorded this server's tool list yet, so tool permissions were not checked.

Sources

Where this comes from

  • GitHubRegistry

    Checked · Days since the last commit, GitHub forks, GitHub stars, Days to a first reply on issues, Open issues, Releases in the last 90 days

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

Free 27-page guide

Get the free Developer’s Field Guide

A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.

Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.

No spam. Unsubscribe any time.

← Back to MCP ServersSubmit your own entry →