Twelve Labs (Video Understanding) MCP Server for WindsurfGive Windsurf instant access to 18 tools to Analyze Async, Analyze Sync, Confirm Multipart Upload, and more
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Twelve Labs (Video Understanding) through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
Ask AI about this MCP Server for Windsurf
The Twelve Labs (Video Understanding) MCP Server for Windsurf is a standout in the Ai Frontier category — giving your AI agent 18 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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"mcpServers": {
"twelve-labs-video-understanding": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
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}Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Twelve Labs (Video Understanding) and 4,000+ MCP Servers from a single visual interface.





* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Twelve Labs (Video Understanding) MCP Server
Connect Twelve Labs to your AI agent to unlock the full potential of video understanding. This server allows your agent to index video files, perform complex semantic searches, and generate deep analytical insights from visual and audio data.
Windsurf's Cascade agent chains multiple Twelve Labs (Video Understanding) tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 18 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Video Indexing — Create and manage indexes to organize your video library for rapid retrieval and analysis.
- Semantic Search — Query your video content using natural language to find specific moments, objects, or actions without manual tagging.
- Asset Management — Upload videos via URLs or multipart sessions and monitor their indexing status in real-time.
- Deep Analysis — Run synchronous or asynchronous analysis tasks to extract structured data from your video assets.
- Embeddings & Entities — Generate multimodal embeddings and manage entity collections for advanced machine learning workflows.
The Twelve Labs (Video Understanding) MCP Server exposes 18 tools through the Vinkius. Connect it to Windsurf in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 18 Twelve Labs (Video Understanding) tools available for Windsurf
When Windsurf connects to Twelve Labs (Video Understanding) through Vinkius, your AI agent gets direct access to every tool listed below — spanning video-search, multimodal-ai, semantic-search, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Analyze async on Twelve Labs (Video Understanding)
Analyze and segment videos asynchronously
Analyze sync on Twelve Labs (Video Understanding)
Analyze and segment videos synchronously
Confirm multipart upload on Twelve Labs (Video Understanding)
Confirm a multipart upload
Create asset on Twelve Labs (Video Understanding)
Upload content to create an asset
Create entity on Twelve Labs (Video Understanding)
g., a person) within a collection. Create an entity
Create entity collection on Twelve Labs (Video Understanding)
Create an entity collection
Create index on Twelve Labs (Video Understanding)
Create a new index
Create multipart upload on Twelve Labs (Video Understanding)
Create a multipart upload session
Delete index on Twelve Labs (Video Understanding)
Delete an index
Embed async on Twelve Labs (Video Understanding)
Create embeddings asynchronously
Embed sync on Twelve Labs (Video Understanding)
Create embeddings synchronously
Get index on Twelve Labs (Video Understanding)
Retrieve an index by ID
Get indexed asset on Twelve Labs (Video Understanding)
Retrieve an indexed asset
Index asset on Twelve Labs (Video Understanding)
Index an uploaded asset
List indexes on Twelve Labs (Video Understanding)
List all indexes
Report multipart progress on Twelve Labs (Video Understanding)
Report progress for a multipart upload
Search on Twelve Labs (Video Understanding)
Search for moments in videos
Update index on Twelve Labs (Video Understanding)
Update an index name
Connect Twelve Labs (Video Understanding) to Windsurf via MCP
Follow these steps to wire Twelve Labs (Video Understanding) into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Open MCP Settings
Cmd+Shift+P and search "MCP"Add the server
mcp_config.jsonSave and reload
Start using Twelve Labs (Video Understanding)
Why Use Windsurf with the Twelve Labs (Video Understanding) MCP Server
Windsurf provides unique advantages when paired with Twelve Labs (Video Understanding) through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 18 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Twelve Labs (Video Understanding) + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Twelve Labs (Video Understanding) MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Twelve Labs (Video Understanding) and generate models, types, or handlers based on real API responses
Live debugging: query Twelve Labs (Video Understanding) tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Twelve Labs (Video Understanding) and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Twelve Labs (Video Understanding) data with Cascade's code generation to scaffold entire features in minutes
Example Prompts for Twelve Labs (Video Understanding) in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Twelve Labs (Video Understanding) immediately.
"List all my Twelve Labs video indexes."
"Create a new index named 'Webinar-Archive' using the Marengo 3.0 model with visual and audio options."
"Search for 'a person presenting a slideshow' in index idx_abc123."
Troubleshooting Twelve Labs (Video Understanding) MCP Server with Windsurf
Common issues when connecting Twelve Labs (Video Understanding) to Windsurf through Vinkius, and how to resolve them.
Server not connecting
Twelve Labs (Video Understanding) + Windsurf FAQ
Common questions about integrating Twelve Labs (Video Understanding) MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Explore More MCP Servers
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