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Understand Quickly

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

Connector by looptech-ai · GitHub account verified by the MCP Registry

IndexedApache-2.0Local (stdio)★ 48
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/looptech-ai-understand-quickly

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
4 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 4

Read from the source code; the running server may list different tools.

Read 4 · Look things up without changing anything.

  • find_graph_for_repo
  • get_graph
  • list_repos
  • search_concepts

Tools (4)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • find_graph_for_repo

    Look up a registry entry by `id` ("owner/repo") or `github_url` (https or ssh form, with optional .git/branch/path). Returns graph_url + drift metadata, or {found:false, suggestions} with up to 5 fuzzy-matched ids.

  • get_graph

    Fetch and return the parsed knowledge graph JSON for a registry entry by id.

  • list_repos

    List entries in the understand-quickly registry. Optional filters: format, tag, status.

  • search_concepts

    Search aggregated concept terms across the registry. By default reads the precomputed stats.json (single GET, cached 60s) and returns matching terms with sample entry ids. If `id` is given, falls back to a single-graph node search. If stats.json is unavailable, falls back to a capped cross-graph node fan-out.

Signals

Stars
48
Forks
3
Open issues
16
Contributors
5
Weekly downloads
14
Last commit (this folder)
Jun 11, 2026 (4 months ago)
Last release
May 12, 2026 (5 months ago)
Last package publish
May 10, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name
io.github.looptech-ai/understand-quickly
Version
0.1.1
Auth
No auth
Packages
npm @looptech-ai/understand-quickly-mcp
License
Apache-2.0
Repository
github.com/looptech-ai/understand-quickly
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Official MCP Registrygithub-graphql
Cite this page

Understand Quickly MCP server. Agent Mart. https://agentmart.dev/connectors/looptech-ai-understand-quickly (last updated 2026-10-24)