io.github.looptech-ai/understand-quickly

@looptech-ai/understand-quickly-cli

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

46 3 tools GitHub npm PyPI

No known CVEs

Apache-2.0 license

Actively maintained

Last commit 18d ago

Works with most clients

Transport: stdio, sse, http

3 tools · ~134 tok

Grade A · 0.1% of 200K ctx

MCPpedia last refreshed this data 20h ago

This server has been archived and is no longer actively maintained.

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io.github.looptech-ai/understand-quickly is an MCP server that public registry of code-knowledge graphs for AI agents with schema validation and drift detection. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 75/100 on MCPpedia's security, maintenance and efficiency rubric.

AI / ML

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "io-github-looptech-ai-understand-quickly": {
      "args": [
        "-y",
        "@looptech-ai/understand-quickly-cli"
      ],
      "command": "npx"
    }
  }
}

Are you the author?

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-looptech-ai-understand-quickly)](https://mcppedia.org/s/io-github-looptech-ai-understand-quickly)

Read me

What io.github.looptech-ai/understand-quickly does

A public, machine-readable registry of code-knowledge graphs.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y '@looptech-ai/understand-quickly-cli' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

75/100across 5 weighted dimensions

How we score →

0255075100

−25

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked @looptech-ai/understand-quickly-cli against OSV.dev.

Inventory

Tools (3)

Click any tool to inspect its schema.

~134 tokens total

Inventory

Resources (1)

registry

Public registry of code-knowledge graphs with canonical pointers

https://looptech-ai.github.io/understand-quickly/registry.json

Community

Reviews

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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is io.github.looptech-ai/understand-quickly safe to use?: io.github.looptech-ai/understand-quickly has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.
How do I install io.github.looptech-ai/understand-quickly?: io.github.looptech-ai/understand-quickly supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can io.github.looptech-ai/understand-quickly do?: io.github.looptech-ai/understand-quickly provides 3 tools: list_repos, get_graph, search_concepts. See the full tools list on the server page for descriptions and parameters.
What AI clients work with io.github.looptech-ai/understand-quickly?: io.github.looptech-ai/understand-quickly is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is io.github.looptech-ai/understand-quickly actively maintained?: io.github.looptech-ai/understand-quickly is actively maintained — last commit was 18 days ago. It has 46 GitHub stars.

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Community

Discussion

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Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Frequently Asked Questions

Is io.github.looptech-ai/understand-quickly safe to use?

io.github.looptech-ai/understand-quickly has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments. Licensed under Apache-2.0.

How do I install io.github.looptech-ai/understand-quickly?

io.github.looptech-ai/understand-quickly supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can io.github.looptech-ai/understand-quickly do?

io.github.looptech-ai/understand-quickly provides 3 tools: list_repos, get_graph, search_concepts. See the full tools list on the server page for descriptions and parameters.

What AI clients work with io.github.looptech-ai/understand-quickly?

io.github.looptech-ai/understand-quickly is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is io.github.looptech-ai/understand-quickly actively maintained?

io.github.looptech-ai/understand-quickly is actively maintained — last commit was 18 days ago. It has 46 GitHub stars.