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inbarajaldrin

NetworkX Graph MCP Server

NetworkX Graph MCP Server

State/decision graph MCP server using NetworkX. Supports directed graphs (cycles allowed), explicit edge ordering, conditional branches, import/export, and visualization.

Setup

cd ~/Documents/networkx-graph-mcp-server uv venv source .venv/bin/activate uv sync

MCP client config (example)

Add to your mcp_config.json:

{ "mcpServers": { "networkx-graph": { "disabled": false, "timeout": 60, "type": "stdio", "command": "~/Documents/networkx-graph-mcp-server/.venv/bin/python", "args": ["-m", "networkx_graph"] } } }

Tools (summary)

  • Graph: create_state_graph, delete_state_graph, list_state_graphs, get_state_graph_info

  • Nodes: add_node, update_node, remove_node, get_node, list_nodes

  • Edges: add_edge, remove_edge, get_edges, set_edge_order, set_edge_condition, get_node_edges

  • Bulk: bulk_add_nodes, bulk_add_edges

  • Export/Visualize: export_graph (yaml/json), import_graph, visualize_graph (PNG)

  • Analysis: validate_graph (warnings only, cycles allowed), get_graph_stats, find_path

Web Visualization

Interactive web browser for visualizing graphs:

uv run app.py

Then open your browser to: http://localhost:5000

Features:

  • Load YAML/JSON graph files via file upload

  • Interactive graph visualization with zoom, pan, and node selection

  • View node details, statistics, and graph structure

  • Color-coded nodes by type (action, decision, verification, loop, success, failure)

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