FastGPT MCP Server for Cursor 12 tools — connect in under 2 minutes
Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.
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"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.
Cursor's Agent mode turns FastGPT into an in-editor superpower. Ask Cursor to generate code using live data from FastGPT and it fetches, processes, and writes. all in a single agentic loop. 12 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.
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 Cursor 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 Cursor via MCP
Follow these steps to integrate the FastGPT MCP Server with Cursor.
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
Save the file
Cursor will automatically detect the new MCP server
Start using FastGPT
Open Agent mode in chat and ask: "Using FastGPT, help me...". 12 tools available
Why Use Cursor with the FastGPT MCP Server
Cursor AI Code Editor provides unique advantages when paired with FastGPT through the Model Context Protocol.
Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context
Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards
MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment
VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools
FastGPT + Cursor Use Cases
Practical scenarios where Cursor combined with the FastGPT MCP Server delivers measurable value.
Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP
Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically
Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates
Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data
FastGPT MCP Tools for Cursor (12)
These 12 tools become available when you connect FastGPT to Cursor 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 Cursor
Ready-to-use prompts you can give your Cursor 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 Cursor
Common issues when connecting FastGPT to Cursor through the Vinkius, and how to resolve them.
Tools not appearing in Cursor
Server shows as disconnected
FastGPT + Cursor FAQ
Common questions about integrating FastGPT MCP Server with Cursor.
What is Agent mode and why does it matter for MCP?
Where does Cursor store MCP configuration?
mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.Can Cursor use MCP tools in inline edits?
How do I verify MCP tools are loaded?
Connect FastGPT with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
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Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect FastGPT to Cursor
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.
