FastGPT MCP Server for Windsurf 12 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect FastGPT through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install FastGPT and 2,500+ MCP Servers from a single visual interface.




{
"mcpServers": {
"fastgpt": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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 FastGPT MCP Server
Connect your AI workflows to FastGPT, the powerful open-source platform for building knowledge-based AI applications. This MCP provides 12 tools for full lifecycle management of datasets, apps, and RAG (Retrieval-Augmented Generation) pipelines.
Windsurf's Cascade agent chains multiple FastGPT tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 12 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Dataset Orchestration — Create, list, and manage knowledge base datasets with granular control over configurations
- Document Ingestion — Push text content or chunks directly to datasets for automatic indexing and vectorization
- Semantic Search — Run advanced semantic queries against your knowledge bases to test relevance and RAG quality
- Application Management — List and inspect AI applications to monitor their configurations and linked datasets
- OpenAI-Compatible Chat — Trigger RAG-powered chat completions with full context, session tracking, and intermediate step visibility
The FastGPT MCP Server exposes 12 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect FastGPT to Windsurf via MCP
Follow these steps to integrate the FastGPT MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using FastGPT
Open Cascade and ask: "Using FastGPT, help me...". 12 tools available
Why Use Windsurf with the FastGPT MCP Server
Windsurf provides unique advantages when paired with FastGPT 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 12 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
FastGPT + Windsurf Use Cases
Practical scenarios where Windsurf combined with the FastGPT MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from FastGPT and generate models, types, or handlers based on real API responses
Live debugging: query FastGPT tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from FastGPT and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine FastGPT data with Cascade's code generation to scaffold entire features in minutes
FastGPT MCP Tools for Windsurf (12)
These 12 tools become available when you connect FastGPT to Windsurf via MCP:
chat_completions
Supports chatId for context tracking, streaming, and detailed intermediate steps. Send a message to a FastGPT application
create_dataset
Create a new dataset (knowledge base)
delete_dataset_data
Delete specific data from a dataset
get_app_detail
Get details for a specific AI application
get_dataset_detail
Get details for a specific dataset
get_embeddings
Useful for semantic search outside of FastGPT. Generate text embeddings
list_apps
List AI applications
list_dataset_data
List data items in a dataset
list_datasets
Can filter by parentId or search keyword. List knowledge base datasets
push_dataset_data
Add or update data in a dataset
search_dataset_data
Perform semantic search on a dataset
update_dataset_data
Update existing data in a dataset
Example Prompts for FastGPT in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with FastGPT immediately.
"List all my AI applications in FastGPT."
"Search dataset 'ds_123' for 'company refund policy'."
"Create a new dataset named 'Internal Documentation'."
Troubleshooting FastGPT MCP Server with Windsurf
Common issues when connecting FastGPT to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
FastGPT + Windsurf FAQ
Common questions about integrating FastGPT 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.Connect FastGPT with your favorite client
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Connect FastGPT to Windsurf
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.
