Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP Apps SDK — Enable MCP servers to display interactive user interfaces in conversational clients. <!-- LOGO --> <div align="center"> <img src="media/mcp.svg#gh-light-mode-only" alt="MCP Apps" width="128"> <img src="media/mcp-white.svg#gh-dark-mode-only" alt="MCP Apps" width="128"> <h1>MCP Apps</h1> <p> Build interactive UIs for MCP tools — charts, forms, dashboards — that render inline in Claude, ChatGPT and any other compliant chat client. <br /><br /> <a href="#why-mcp-apps">Why</a> · <a href="https://modelcont Published capability contract available. No trust telemetry is available yet. 1.6K GitHub stars reported by the source. 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
@modelcontextprotocol/ext-apps 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
MCP Apps SDK — Enable MCP servers to display interactive user interfaces in conversational clients. <!-- LOGO --> <div align="center"> <img src="media/mcp.svg#gh-light-mode-only" alt="MCP Apps" width="128"> <img src="media/mcp-white.svg#gh-dark-mode-only" alt="MCP Apps" width="128"> <h1>MCP Apps</h1> <p> Build interactive UIs for MCP tools — charts, forms, dashboards — that render inline in Claude, ChatGPT and any other compliant chat client. <br /><br /> <a href="#why-mcp-apps">Why</a> · <a href="https://modelcont
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 1.6K GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Modelcontextprotocol
Artifacts
0
Benchmarks
0
Last release
1.1.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 1.6K GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/modelcontextprotocol/ext-apps.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Modelcontextprotocol
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
1.6K GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
5
Snippets
0
Languages
typescript
text
/plugin marketplace add modelcontextprotocol/ext-apps /plugin install mcp-apps@modelcontextprotocol-ext-apps
bash
npm install -S @modelcontextprotocol/ext-apps
bash
git clone https://github.com/modelcontextprotocol/ext-apps.git cd ext-apps npm install npm start
json
{
"mcpServers": {
"<name>": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-<name>", "--stdio"]
}
}
}json
{
"mcpServers": {
"<name>": {
"command": "bash",
"args": [
"-c",
"cd ~/code/ext-apps/examples/<name>-server && npm run build >&2 && node dist/index.js --stdio"
]
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP Apps SDK — Enable MCP servers to display interactive user interfaces in conversational clients. <!-- LOGO --> <div align="center"> <img src="media/mcp.svg#gh-light-mode-only" alt="MCP Apps" width="128"> <img src="media/mcp-white.svg#gh-dark-mode-only" alt="MCP Apps" width="128"> <h1>MCP Apps</h1> <p> Build interactive UIs for MCP tools — charts, forms, dashboards — that render inline in Claude, ChatGPT and any other compliant chat client. <br /><br /> <a href="#why-mcp-apps">Why</a> · <a href="https://modelcont
The fastest way to build an MCP App is to let your AI coding agent do it. This repo ships four Agent Skills — install them once, then just ask:
| Skill | What it does | Try it |
| --------------------------------------------------------------------------- | ----------------------------------------------------------- | ------------------------------------- |
| create-mcp-app | Scaffolds a new MCP App with an interactive UI from scratch | "Create an MCP App" |
| migrate-oai-app | Converts an existing OpenAI App to use MCP Apps | "Migrate from OpenAI Apps SDK" |
| add-app-to-server | Adds interactive UI to an existing MCP server's tools | "Add UI to my MCP server" |
| convert-web-app | Turns an existing web app into a hybrid web + MCP App | "Add MCP App support to my web app" |
Claude Code — install via the plugin marketplace:
/plugin marketplace add modelcontextprotocol/ext-apps
/plugin install mcp-apps@modelcontextprotocol-ext-apps
Other agents — any AI coding agent that supports Agent Skills can use these skills. See the agent skills guide for manual installation instructions.
Once installed, verify by asking your agent "What skills do you have?" — you
should see create-mcp-app, migrate-oai-app, add-app-to-server, and
convert-web-app in the list. Then just ask it to create or migrate an app and
it will guide you through the rest.
[!NOTE] MCP Apps is an extension to the core MCP specification. Host support varies — see the clients page for the full list.
MCP tools return text and structured data. That works for many cases, but not when you need an interactive UI, like a chart, form, design canvas or video player.
MCP Apps provide a standardized way to deliver interactive UIs from MCP servers. Your UI renders inline in the conversation, in context, in any compliant host.
MCP Apps extend the Model Context Protocol by letting tools declare UI resources:
ui:// resource containing its
HTML interfacenpm install -S @modelcontextprotocol/ext-apps
New here? Start with the Quickstart Guide to build your first MCP App.
The SDK serves three roles: app developers building interactive Views, host developers embedding those Views, and MCP server authors registering tools with UI metadata.
| Package | Purpose | Docs |
| ------------------------------------------- | --------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------- |
| @modelcontextprotocol/ext-apps | Build interactive Views (App class, PostMessageTransport) | API Docs → |
| @modelcontextprotocol/ext-apps/react | React hooks for Views (useApp, useHostStyles, etc.) | API Docs → |
| @modelcontextprotocol/ext-apps/app-bridge | Embed and communicate with Views in your chat client | API Docs → |
| @modelcontextprotocol/ext-apps/server | Register tools and resources on your MCP server | API Docs → |
There's no supported host implementation in this repo (beyond the examples/basic-host example).
The MCP-UI client SDK offers a fully-featured MCP Apps framework used by a few hosts. Clients may choose to use it or roll their own implementation.
The
examples/
directory contains demo apps showcasing real-world use cases.
| | | |
|:---:|:---:|:---:|
|
|
|
|
| Map | Three.js | ShaderToy |
|
|
|
|
| Sheet Music | Wiki Explorer | Cohort Heatmap |
|
|
|
|
| Scenario Modeler | Budget Allocator | Customer Segmentation |
|
|
|
|
| System Monitor | Transcript | Video Resource |
|
|
|
|
| PDF Server | QR Code (Python) | Say Demo |
| | |
|:---:|:---|
|
| The same app built with different frameworks — pick your favorite!<br><br>React · Vue · Svelte · Preact · Solid · Vanilla JS |
To run all examples locally using basic-host (the reference host implementation included in this repo):
git clone https://github.com/modelcontextprotocol/ext-apps.git
cd ext-apps
npm install
npm start
Then open http://localhost:8080/.
Every Node.js example is published as @modelcontextprotocol/server-<name>. To
add one to an MCP client that supports stdio (Claude Desktop, VS Code, etc.),
use this pattern:
{
"mcpServers": {
"<name>": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-<name>", "--stdio"]
}
}
}
For example, to add the map server: @modelcontextprotocol/server-map. The
Python examples (qr-server, say-server) use uv run instead — see their
READMEs for details.
To test local modifications with an MCP client, clone the repo, install, then point your client at a local build:
{
"mcpServers": {
"<name>": {
"command": "bash",
"args": [
"-c",
"cd ~/code/ext-apps/examples/<name>-server && npm run build >&2 && node dist/index.js --stdio"
]
}
}
}
| Version | Status | Link | | -------------- | ----------- | --------------------------------------------------------------------------------------------------------------------------------- | | 2026-01-26 | Stable | specification/2026-01-26/apps.mdx | | draft | Development | specification/draft/apps.mdx |
</div>Contributions are welcome! Please read CONTRIBUTING.md for guidelines on how to get started, submit pull requests, and report issues.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
No
Data region
global
Protocol support
Requires: mcp, lang:typescript
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
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
Rank
72
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
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": "https://github.com/modelcontextprotocol/ext-apps#input",
"outputSchemaRef": "https://github.com/modelcontextprotocol/ext-apps#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:42.046Z",
"sourceUpdatedAt": "2026-02-24T19:46:42.046Z",
"freshnessSeconds": 4436859
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T04:14:21.731Z"
}
},
"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-modelcontextprotocol-ext-apps/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:42.046Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:42.046Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/modelcontextprotocol/ext-apps#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:42.046Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Modelcontextprotocol",
"href": "https://github.com/modelcontextprotocol/ext-apps",
"sourceUrl": "https://github.com/modelcontextprotocol/ext-apps",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1.6K GitHub stars",
"href": "https://github.com/modelcontextprotocol/ext-apps",
"sourceUrl": "https://github.com/modelcontextprotocol/ext-apps",
"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-modelcontextprotocol-ext-apps/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-modelcontextprotocol-ext-apps/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
}
]Sponsored
Ads related to @modelcontextprotocol/ext-apps and adjacent AI workflows.