Flowise MCP Server for Cline 7 tools — connect in under 2 minutes
Cline is an autonomous AI coding agent inside VS Code that plans, executes, and iterates on tasks. Wire Flowise through Vinkius and Cline gains direct access to every tool. from data retrieval to workflow automation. without leaving the terminal.
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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 Flowise and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"flowise": {
"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 Flowise MCP Server
Connect your FlowiseAI instance to any AI agent and take full control of your low-code generative AI application development through natural conversation.
Cline operates autonomously inside VS Code. it reads your codebase, plans a strategy, and executes multi-step tasks including Flowise tool calls without waiting for prompts between steps. Connect 7 tools through Vinkius and Cline can fetch data, generate code, and commit changes in a single autonomous run.
What you can do
- Chatflow Orchestration — List and retrieve detailed architectural nodes and edges for all deployed Chatflows within your Flowise instance natively
- Agentic Workflow Control — Access compound Agentflows defining complex AI tasks and multi-step reasoning logic synchronously
- Live AI Prediction — Commands the backend to submit user questions to specific Chatflows and retrieve generated AI responses in real-time
- Execution History Auditing — Pull precise past execution traces and conversational logs to debug logic chains and monitor agent performance limitlessly
- Tool & Integration Discovery — Retrieve custom tools and third-party integrations configured in your Flowise environment to verify available capabilities
- Credential Oversight — Enumerate stored credential components used to authenticate your AI logic chains securely within the platform
- System Health Monitoring — Verify instance status and available base endpoints to ensure your AI orchestration layer is operational
The Flowise MCP Server exposes 7 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 Flowise to Cline via MCP
Follow these steps to integrate the Flowise 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 Flowise
Ask Cline: "Using Flowise, help me...". 7 tools available
Why Use Cline with the Flowise MCP Server
Cline provides unique advantages when paired with Flowise 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
Flowise + Cline Use Cases
Practical scenarios where Cline combined with the Flowise MCP Server delivers measurable value.
Autonomous feature building: tell Cline to fetch data from Flowise and scaffold a complete module with types, handlers, and tests
Codebase refactoring: use Flowise tools to validate live data while Cline restructures your code to match updated schemas
Automated testing: Cline fetches real responses from Flowise and generates snapshot tests or mocks based on actual payloads
Incident response: query Flowise for real-time status and let Cline generate hotfix patches based on the findings
Flowise MCP Tools for Cline (7)
These 7 tools become available when you connect Flowise to Cline via MCP:
get_chatflow
Get chatflow details
get_history
Get chat execution history
list_agentflows
List agentflows
list_chatflows
List chatflows
list_credentials
List credentials
list_tools
List available tools
predict
Run prediction on chatflow
Example Prompts for Flowise in Cline
Ready-to-use prompts you can give your Cline agent to start working with Flowise immediately.
"Ask chatflow 'abc-123': 'Summarize this document: [Context]'"
"List all active chatflows in my instance"
"Show me the execution history for chatflow 'Legal-Assistant'"
Troubleshooting Flowise MCP Server with Cline
Common issues when connecting Flowise to Cline through the Vinkius, and how to resolve them.
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Flowise + Cline FAQ
Common questions about integrating Flowise 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?
Connect Flowise with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
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 Flowise to Cline
Get your token, paste the configuration, and start using 7 tools in under 2 minutes. No API key management needed.