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FastGPT MCP Server for Windsurf 12 tools — connect in under 2 minutes

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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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Classic Setup·json
{
  "mcpServers": {
    "fastgpt": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
FastGPT
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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.

01

Open MCP Settings

Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"

02

Add the server

Paste the JSON configuration above into mcp_config.json

03

Save and reload

Windsurf will detect the new server automatically

04

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.

01

Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

02

Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

03

JSON-based configuration means zero code changes: paste a URL, reload, and all 12 tools are immediately available

04

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.

01

Automated code generation: ask Cascade to fetch data from FastGPT and generate models, types, or handlers based on real API responses

02

Live debugging: query FastGPT tools mid-session to inspect production data while debugging without leaving the editor

03

Documentation generation: pull schema information from FastGPT and have Cascade generate comprehensive API docs automatically

04

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:

01

chat_completions

Supports chatId for context tracking, streaming, and detailed intermediate steps. Send a message to a FastGPT application

02

create_dataset

Create a new dataset (knowledge base)

03

delete_dataset_data

Delete specific data from a dataset

04

get_app_detail

Get details for a specific AI application

05

get_dataset_detail

Get details for a specific dataset

06

get_embeddings

Useful for semantic search outside of FastGPT. Generate text embeddings

07

list_apps

List AI applications

08

list_dataset_data

List data items in a dataset

09

list_datasets

Can filter by parentId or search keyword. List knowledge base datasets

10

push_dataset_data

Add or update data in a dataset

11

search_dataset_data

Perform semantic search on a dataset

12

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.

01

"List all my AI applications in FastGPT."

02

"Search dataset 'ds_123' for 'company refund policy'."

03

"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.

01

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

FastGPT + Windsurf FAQ

Common questions about integrating FastGPT MCP Server with Windsurf.

01

How does Windsurf discover MCP tools?

Windsurf reads the 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.
02

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
03

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in 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 to Windsurf

Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.