Ext Ops Panel
Open dashboard

Understand Anything - MCP

A powerful MCP server for codebase architecture analysis and automated governance.

MCP server · by uamcp

About

Understand Anything - MCP is an MCP server published by uamcp. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-12.

What it asks for

  • Runs on your machine

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a local MCP server: npm package

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport stdio ua-mcp -- npx -y ua-mcp
Codex~/.codex/config.toml
[mcp_servers.ua-mcp]
command = "npx"
args = ["-y", "ua-mcp"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "ua-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ua-mcp"
      ]
    }
  }
}

We do not store launch arguments. If the server needs any, its own documentation names them.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.2.16 Forks (GitHub): 0
Stars (GitHub): 0
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Code Assistant

    Gemini-powered MCP server for code analysis.

    by j0hanz · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Repowise

    Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

    by repowise.dev · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Snipara Project Intelligence

    Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity.

    by Snipara · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Allstacks Analytics MCP Server

    Provides 208+ tools for AI-native engineering intelligence via Allstacks API.

    by allstacks.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seshat-mcp ai.papyruslabs/seshat-mcp

    Structural code intelligence for AI agents: real call graphs, blast radius, and change history.

    by papyruslabs.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Indicate

    AI-powered intelligence for your development workflow via Indicate.

    by indicateio · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • codealive-mcp io.github.CodeAlive-AI/codealive-mcp

    Semantic code search and analysis from CodeAlive for AI assistants and agents.

    by CodeAlive-AI · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Code Review Analyst

    Gemini-powered MCP server for code review analysis.

    by j0hanz · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • codelogic-mcp-server io.github.CodeLogicIncEngineering/codelogic-mcp-server

    An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.

    by CodeLogicIncEngineering · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Code Lens

    Gemini-powered MCP server for code analysis.

    by j0hanz · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • agent-runway

    Prevents subagent tech debt by injecting project architectural context (module boundaries, CLAUDE.md rules, conventions) into every subagent's prompt. Validates code placement and…

    by rennf93 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • Srclight

    Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.

    by srclight · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job

  • gortex

    Your AI's live map of your codebase — every call, dependency, and contract indexed across your repos, shared across every running agent via a local daemon. Gives Claude Code 52…

    by gortexhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • codescene-codehealth

    A Claude Code plugin that provides CodeScene Code Health analysis tools and skills for reviewing, refactoring, and safeguarding code quality.

    by codescene-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • arn-code

    Structured, artifact-driven development pipeline for Claude Code — plan, implement, review, and ship features with three ceremony tiers. 25 pipeline skills, 14 specialist agents.

    by AppsVortex · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • claude-code-setup

    Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • context7

    Upstash Context7 MCP server for up-to-date documentation lookup. Connects to Context7's hosted remote MCP server (https://mcp.context7.com/mcp) — no local Node.js or npx required…

    by Upstash · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • feature-dev

    Comprehensive feature development workflow with specialized agents for codebase exploration, architecture design, and quality review

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

  • github

    Official GitHub MCP server for repository management. Create issues, manage pull requests, review code, search repositories, and interact with GitHub's full API directly from…

    by GitHub · Plugin bundle

    Listed on: Claude Code: claude-plugins-official · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Qodo

    Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.

    by qodo-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • Engineering

    Streamline engineering workflows — standups, code review, architecture decisions, incident response, and technical documentation. Works with your existing tools or standalone.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • security-guidance

    Security review for Claude-generated code. Pattern-based warnings on edits, LLM-powered diff review on Stop, and an agentic commit reviewer that catches injection, XSS, SSRF…

    by Anthropic · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

  • vanta

    The Vanta plugin connects Claude Code to Vanta's security and compliance platform through the Vanta MCP server. It combines Vanta's test-specific remediation intelligence with…

    by VantaInc · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • AI-Firstify

    AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp

    by techwolf-ai · Plugin bundle

    Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • CodeRabbit

    AI-powered code review in Codex, powered by CodeRabbit.

    by CodeRabbit AI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Sentry

    Inspect recent issues and events in Sentry from Codex.

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Qodo

    Qodo setup, code intelligence, and review workflows.

    by qodo-ai · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • sourcery-agent

    Sourcery security findings for AI coding agents: triage and minimal-change remediation via the public Sourcery API (12 MCP tools + skills).

    by abyssbugg · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • aikido

    Aikido Security scanning for Claude Code — SAST, secrets, and IaC vulnerability detection powered by the Aikido MCP server.

    by AikidoSec · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Self-hosted GitHub MCP server

    Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…

    by adelaidasofia · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • Dash0 Observability

    OpenTelemetry observability for OpenAI Codex sessions. Captures prompts, tool calls, MCP calls, sub-agent activity, and token usage as OTel traces.

    by Dash0 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • 4da-mcp-server io.github.4DA-Systems/4da-mcp-server

    Upgrade intelligence for AI agents: what an upgrade changes, where it touches your code, CVE scans.

    by 4DA-Systems · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • modernization-workflow

    Visualize and guide the GitHub Copilot Modernize CLI Assess, Plan, and Execute workflow for .NET, Java, and C++ application repositories.

    by EMEA App GBB · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • ai-ready

    Analyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates…

    by johnpapa · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • radius

    Model, visualize, and deploy applications with Radius from the GitHub Copilot app and CLI.

    by radius-project · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • awesome-copilot

    Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • work-hub

    Generic cross-repo command center canvas for GitHub Copilot with onboarding, focus planning, repo health, work signals, and session cleanup.

    by James Montemagno · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • cpp-language-server

    Navigate and interact with your C++ code using the Microsoft C++ Language Server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Origin Apps

    Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Agent Compatibility

    CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • GitHub

    Manage repos, issues, pull requests, and Actions.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • pstack

    if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.

    by Lauren Tan · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Sequa.AI

    Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.

    by sequa-ai · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • SonarQube MCP Server

    Analyze code quality and security with SonarQube Server or Cloud directly in AI assistants.

    by SonarSource · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    by BeehiveInnovations · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • SmartBear MCP

    MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

    by smartbear.com · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • GitLab (Archived)

    MCP Server for the GitLab API, enabling project management, file operations, and more.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Code Assistant

    Gemini-powered MCP server for code analysis.

    by j0hanz · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Repowise

    Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

    by repowise.dev · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Snipara Project Intelligence

    Hosted MCP for source-backed project context, memory, code impact, and agent workflow continuity.

    by Snipara · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Allstacks Analytics MCP Server

    Provides 208+ tools for AI-native engineering intelligence via Allstacks API.

    by allstacks.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • seshat-mcp ai.papyruslabs/seshat-mcp

    Structural code intelligence for AI agents: real call graphs, blast radius, and change history.

    by papyruslabs.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built