Understand-Anything MCP Server
This MCP Server bridges Egonex-AI/Understand-Anything with Claude Desktop and other MCP clients, giving LLMs native access to full-codebase structural graphs, architecture analysis, and CI/CD validation.
README
Understand-Anything MCP Server
This MCP Server bridges Egonex-AI/Understand-Anything with Claude Desktop and other MCP clients, giving LLMs native access to full-codebase structural graphs, architecture analysis, and CI/CD validation.
Privacy Policy
[!IMPORTANT] Link to Privacy Policy (Placeholder - A real privacy policy URL is required for submission to the Anthropic Connectors Directory. It must confirm that codebase/knowledge-graph data is processed locally and never sent to external servers.)
Understand-Anything is a production-ready MCP (Model Context Protocol) server that empowers LLMs to dynamically construct, update, and analyze complex knowledge graphs of codebases and text.
Features
- Knowledge Graph Management: Create entities, define relations, and add observations.
- Advanced Context Analysis: Export targeted contexts or the full graph for advanced LLM reasoning.
- Open-source with Premium Tiers: Free essential features, with advanced capabilities for Pro and Team users.
Quick Start
Install the server globally:
npm install -g ua-mcp
Claude Desktop Configuration
Add the following to your Claude Desktop config file (usually ~/Library/Application Support/Claude/claude_desktop_config.json on macOS or %APPDATA%\Claude\claude_desktop_config.json on Windows):
{
"mcpServers": {
"understand-anything": {
"command": "npx",
"args": ["-y", "ua-mcp"],
"env": {
"UA_PROJECT_PATH": "/path/to/your/project",
"UA_LICENSE_KEY": "your_license_key_here"
}
}
}
}
Available Tools & Tiering
The Understand-Anything MCP Server operates on a tiered licensing model.
Core Tools (Free Tier)
Available out of the box with no license required.
ua_status: Returns MCP health status.ua_scan: Forces a re-scan of the workspace.ua_graph_summary: Returns aggregated node/edge statistics.ua_architecture_report: Groups files by top-level modules.ua_dependency_report: Identifies files with the most incoming dependencies (fan-in).ua_explain: Retrieves 1-hop dependencies for a specific file.- Input:
{"target": "src/index.ts"}
- Input:
ua_onboarding_doc: Generates onboarding context.
Premium Tools (Pro Tier - $29/mo)
ua_find_callers: Retrieves reverse dependencies up to 2 hops.- Input:
{"target": "src/utils.ts"}
- Input:
ua_impact_analysis: Retrieves full transitive closure of reverse dependencies.- Input:
{"target": "src/core/db.ts"}
- Input:
Enterprise Tools (Team Tier - $99/mo)
ua_validate_graph: Checks the knowledge graph schema for corruption.ua_ci_check: Analyzes Git PR diffs for architectural impact.- Input:
{"pr_diff": "..."}
- Input:
Pricing
| Tier | Price | Features |
|---|---|---|
| Free | $0/mo | Basic graph operations, local storage. |
| Pro | $29/mo | Unlimited nodes, advanced graph analytics, semantic search, priority support. |
| Team | $99/mo | Multi-user sync, CI/CD integration, advanced validation, dedicated support. |
Get your license key at: https://understand-anything.example.com
Troubleshooting
- Server fails to start: Ensure you have Node.js v18 or later installed.
- License key error: Verify your key in the
.envfile or Claude config matches the one on your dashboard. - Path not found: Ensure
UA_PROJECT_PATHis absolute or resolves correctly relative to where the server runs.
License
MIT License
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