How should studio-admin be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this mcp.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Crawler Summary

studio-admin answer-first brief

tools for business Next.js Admin Template with TypeScript & Shadcn UI **Studio Admin** - Includes multiple dashboards, authentication layouts, customizable theme presets, and more. <img src="https://github.com/arhamkhnz/next-shadcn-admin-dashboard/blob/main/media/dashboard.png?version=5" alt="Dashboard Screenshot"> Most admin templates I found, free or paid, felt cluttered, outdated, or too rigid. I built this as a cleaner alternative Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

studio-admin is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Card Facts Snapshot Contract Trust

Claim this agent

Agent DossierGitHubSafety: 100/100

studio-admin

MCPverified

Public facts

Change events

Artifacts

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Spydrcode

Artifacts

Benchmarks

Last release

2.2.0

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/Spydrcode/2ndlook-v0.1.git

1
Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
2
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content

Vendor (1)

Vendor

Spydrcode

profilemedium

Observed Feb 24, 2026Source link Provenance

Compatibility (2)

Protocol compatibility

MCP

contracthigh

Observed Feb 24, 2026Source link Provenance

Auth modes

mcp, api_key

contracthigh

Observed Feb 24, 2026Source link Provenance

Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh

Observed Feb 24, 2026Source link Provenance

Security (1)

Handshake status

UNKNOWN

trustmedium

Observed unknownSource link Provenance

Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium

Observed Apr 15, 2026Source link Provenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

Examples

Snippets

Languages

typescript

Executable Examples

bash

git clone https://github.com/arhamkhnz/next-shadcn-admin-dashboard.git

bash

cd next-shadcn-admin-dashboard

bash

npm install

bash

npm run dev

bash

npx @biomejs/biome check --write

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Full README

Next.js Admin Template with TypeScript & Shadcn UI

Studio Admin - Includes multiple dashboards, authentication layouts, customizable theme presets, and more.

Most admin templates I found, free or paid, felt cluttered, outdated, or too rigid. I built this as a cleaner alternative with features often missing in others, such as theme toggling and layout controls, while keeping the design modern, minimal, and flexible.

I’ve taken design inspiration from various sources. If you’d like credit for something specific, feel free to open an issue or reach out.

View demo: studio admin

[!TIP] I’m also working on Nuxt.js, Svelte, and React (Vite + TanStack Router) versions of this dashboard. They’ll be live soon.

Features

Built with Next.js 16, TypeScript, Tailwind CSS v4, and Shadcn UI
Responsive and mobile-friendly
Customizable theme presets (light/dark modes with color schemes like Tangerine, Brutalist, and more)
Flexible layouts (collapsible sidebar, variable content widths)
Authentication flows and screens
Prebuilt dashboards (Default, CRM, Finance) with more coming soon
Role-Based Access Control (RBAC) with config-driven UI and multi-tenant support (planned)

[!NOTE] The default dashboard uses the shadcn neutral theme.
It also includes additional color presets inspired by Tweakcn:

Tangerine

Neo Brutalism

Soft Pop

You can create more presets by following the same structure as the existing ones.

Looking for the Next.js 15 version?
Check out the archive/next15 branch.
This branch contains the setup prior to upgrading to Next 16 and the React Compiler.

Looking for the Next.js 14 + Tailwind CSS v3 version?
Check out the archive/next14-tailwindv3 branch.
It has a different color theme and is not actively maintained, but I try to keep it updated with major changes.

Tech Stack

Framework: Next.js 16 (App Router), TypeScript, Tailwind CSS v4
UI Components: Shadcn UI
Validation: Zod
Forms & State Management: React Hook Form, Zustand
Tables & Data Handling: TanStack Table
Tooling & DX: Biome, Husky

Screens

Available

Default Dashboard
CRM Dashboard
Finance Dashboard
Authentication (4 screens)

Coming Soon

Analytics Dashboard
eCommerce Dashboard
Academy Dashboard
Logistics Dashboard
Email Page
Chat Page
Calendar Page
Kanban Board
Invoice Page
Users Management
Roles Management

Colocation File System Architecture

This project follows a colocation-based architecture each feature keeps its own pages, components, and logic inside its route folder.
Shared UI, hooks, and configuration live at the top level, making the codebase modular, scalable, and easier to maintain as the app grows.

For a full breakdown of the structure with examples, see the Next Colocation Template.

Getting Started

You can run this project locally, or deploy it instantly with Vercel.

Deploy with Vercel

Deploy your own copy with one click.

Run locally

Clone the repository

git clone https://github.com/arhamkhnz/next-shadcn-admin-dashboard.git

Navigate into the project
```
 cd next-shadcn-admin-dashboard
```
Install dependencies
```
 npm install
```
Start the development server
```
npm run dev
```

Your app will be running at http://localhost:3000

Formatting and Linting

Format, lint, and organize imports

npx @biomejs/biome check --write

For more information on available rules, fixes, and CLI options, refer to the Biome documentation.

[!IMPORTANT]
This project is updated frequently. If you’re working from a fork or an older clone, pull the latest changes before syncing. Some updates may include breaking changes.

Contributions are welcome. Feel free to open issues, feature requests, or start a discussion.

Happy Vibe Coding!

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier API Snapshot API Contract API Trust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.

Trust confidence is not low and verification freshness is acceptable.

Protocol support is explicitly confirmed in contract metadata.

Invocation examples

curl -s "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/snapshot"

curl -s "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract"

curl -s "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media

No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors

GITLAB_AI_CATALOGgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-openapi

Rank

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

GITLAB_AI_CATALOGrmcp-actix-web

Rank

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP

Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/Spydrcode/2ndlook-v0.1#input",
  "outputSchemaRef": "https://github.com/Spydrcode/2ndlook-v0.1#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:04.117Z",
  "sourceUpdatedAt": "2026-02-24T19:45:04.117Z",
  "freshnessSeconds": 4430489
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T02:26:33.258Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:04.117Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:04.117Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/Spydrcode/2ndlook-v0.1#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:04.117Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Spydrcode",
    "href": "https://github.com/Spydrcode/2ndlook-v0.1",
    "sourceUrl": "https://github.com/Spydrcode/2ndlook-v0.1",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-spydrcode-2ndlook-v0-1/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]