FastGPT MCP Server for Cline 12 tools — connect in under 2 minutes
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire FastGPT through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
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"mcpServers": {
"fastgpt": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
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* 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.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including FastGPT tool calls without waiting for prompts between steps. Connect 12 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
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 Cline 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 Cline via MCP
Follow these steps to integrate the FastGPT MCP Server with Cline.
Open Cline MCP Settings
Click the MCP Servers icon in the Cline sidebar panel
Add remote server
Click "Add MCP Server" and paste the configuration above
Enable the server
Toggle the server switch to ON
Start using FastGPT
Ask Cline: "Using FastGPT, help me...". 12 tools available
Why Use Cline with the FastGPT MCP Server
Cline provides unique advantages when paired with FastGPT through the Model Context Protocol.
Cline operates autonomously. it reads your codebase, plans a strategy, and executes multi-step tasks including MCP tool calls without step-by-step prompts
Runs inside VS Code, so you get MCP tool access alongside your existing extensions, terminal, and version control in a single window
Cline can create, edit, and delete files based on MCP tool responses, enabling end-to-end automation from data retrieval to code generation
Transparent execution: every tool call and file change is shown in Cline's activity log for full visibility and approval before committing
FastGPT + Cline Use Cases
Practical scenarios where Cline combined with the FastGPT MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from FastGPT and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use FastGPT tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from FastGPT and generates snapshot tests or mocks based on actual payloads
Incident response: query FastGPT for real-time status and let Cline generate hotfix patches based on the findings
FastGPT MCP Tools for Cline (12)
These 12 tools become available when you connect FastGPT to Cline 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 Cline
Ready-to-use prompts you can give your Cline 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 Cline
Common issues when connecting FastGPT to Cline through the Vinkius, and how to resolve them.
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FastGPT + Cline FAQ
Common questions about integrating FastGPT MCP Server with Cline.
How does Cline connect to MCP servers?
Can Cline run MCP tools without approval?
Does Cline support multiple MCP servers at once?
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Microsoft's framework for multi-agent collaborative conversations.
Connect FastGPT to Cline
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.