Graph Visualization Tools for Nodes and Edges

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Graph Visualization Tools for Nodes and Edges

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Why this server?
Visual network topology editor with smart auto-layout and multi-sheet support, ideal for creating and visualizing node/edge diagrams.
NetMap — Network Diagram MCP
Networking & Infrastructure Developer Tools Command Line
den-indance
A
license
-
quality
B
maintenance
Visual network topology editor with AI agent integration via MCP. One-click SSH + web-service access from any node, nmap/CSV import, smart auto-layout, multi-sheet, local-first. Open-source successor to netViz (CA Technologies 1990-2012)
Last updated 2026-05-25
125
MIT
Why this server?
Creates and visualizes network diagrams with real-time web interface, perfect for interactive node and edge visualization.
Network Diagram MCP Server
Software Architecture Developer Tools App Automation
Fogrexon
F
license
-
quality
D
maintenance
Creates and visualizes network diagrams through MCP tools for adding nodes and edges, with real-time web interface and REST API for building architecture diagrams interactively.
Last updated 2025-12-26
Why this server?
Generates interactive D3.js visualizations from structured data, enabling rich graph exploration and analysis.
Graph-Tools
Research & Data Software Architecture Developer Tools
dromologue
F
license
-
quality
D
maintenance
Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.
Last updated 2025-06-21
Why this server?
GPU-accelerated graph visualization and analytics, capable of handling complex network data with high performance.
Graphistry MCPofficial
Data Platforms Image & Video Processing Research & Data
graphistry
A
license
A
quality
F
maintenance
GPU-accelerated graph visualization and analytics server for Large Language Models that integrates with Model Control Protocol (MCP), enabling AI assistants to visualize and analyze complex network data.
Last updated 2026-03-18
17
8
11
MIT
Why this server?
Supports visualizing knowledge graphs with nodes and edges, along with multiple graph types and resource associations.
Knowledge Graph MCP Server
Knowledge & Memory Developer Tools Software Architecture
aiuluna
A
license
A
quality
D
maintenance
Enables creating, managing, analyzing, and visualizing knowledge graphs with support for multiple graph types (topology, timelines, changelogs, requirements, knowledge bases, ontologies) including node/edge management and resource association.
Last updated 2025-04-17
15
30
1
MIT
Why this server?
Offers visualization through PNG exports or interactive web interface for directed/undirected graphs created with NetworkX.
NetworkX Graph MCP Server
Developer Tools Software Architecture
inbarajaldrin
A
license
C
quality
D
maintenance
Enables creation and management of state/decision graphs using NetworkX, supporting directed graphs with conditional branches, edge ordering, path finding, and visualization through PNG exports or interactive web interface.
Last updated 2025-12-16
24
MIT
Why this server?
Provides graph visualization and insights including node/edge distributions and formatted summaries for data analysis.
Pythagraph RED MCP Server
Databases Data Platforms Research & Data
pythagraph
A
license
B
quality
C
maintenance
Enables retrieval and analysis of graph data from the Pythagraph RED API. Provides formatted tables, statistics, node/edge distributions, and comprehensive summaries for graph visualization and insights.
Last updated 2026-06-09
2
7
ISC
Why this server?
Delivers D3 visualization documentation and code generation, enabling custom graph visualizations using the D3 library.
D3 MCP Server
Data Visualization Documentation Access Developer Tools
iamfiscus
F
license
-
quality
D
maintenance
Provides D3 visualization documentation, chart recommendations, and code generation through the MCP protocol.
Last updated 2025-03-11
18
Why this server?
Enables creating and visualizing multiple graphs with vertices and edges via natural language queries, suitable for graph exploration.
Apache AGE MCP Server
Databases Knowledge & Memory Autonomous Agents
veloper
A
license
-
quality
C
maintenance
Enables AI agents to manage and interact with Apache AGE graph databases through natural language. Supports creating, updating, querying, and visualizing multiple graphs with vertices and edges.
Last updated 2025-08-20
4
BSD 3-Clause

Graphistry MCPofficial