FlowiseAI

FlowiseAI MCP Connector for Claude

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Build LLM orchestration flows visually with a drag-and-drop interface for creating AI chatbots, agents, and RAG pipelines.

12 tools Official Updated Jun 28, 2026 Official Vinkius Partner

Connect your FlowiseAI (self-hosted) instance to any AI agent and take full control of your LLM orchestration and RAG workflows through natural conversation.

What you can do

  • Prediction Orchestration — Trigger specific chatflows and retrieve LLM-generated responses programmatically using natural language inputs
  • Chatflow Management — List all orchestration flows and retrieve detailed technical structures and metadata to monitor your AI agents
  • Vector Intelligence — Programmatically upsert documents or raw data into the vector stores linked to your chatflows to ensure high-fidelity context
  • Component Oversight — Access server-wide credentials, custom tools, and global variables to manage your complete Flowise ecosystem
  • Operational Visibility — Monitor user feedback, leads, and assistant profiles directly through your agent for instant reporting

How it works

  1. Subscribe to this server
  2. Enter your Flowise Instance URL and API Key
  3. Start orchestrating your LLM flows from Claude, Cursor, or any MCP client

No more manual testing in the Flowise UI for every prediction. Your AI acts as your dedicated LLM operations and orchestration coordinator.

Who is this for?

  • AI Developers — instantly test and trigger complex orchestration flows using natural language queries
  • Data Engineers — automate document ingestion into vector stores without leaving your workspace
  • Product Managers — monitor chatflow performance and review captured leads through simple AI commands
llm-workflowsrag-pipelineschatbot-developmentvisual-programmingai-agentslow-code

12 tools expose this connector's capabilities to your AI agent.

list_ai_assistants

List OpenAI-style assistants

list_chatflows

List all LLM orchestration flows

list_flowise_credentials

List configured credentials

list_chat_feedback

List user feedback for a chatflow

list_flow_leads

List captured leads

list_marketplace_templates

List chatflow templates

list_external_tools

List custom tools

get_chatflow_details

Get details for a specific chatflow

get_server_version

Get Flowise server version

execute_chatflow_prediction

Trigger an LLM flow prediction

upsert_vector_data

Push data into a vector store

list_flow_variables

List global variables

See how to talk to your AI agent using FlowiseAI.

List all my chatflows in Flowise.

I've retrieved your LLM flows. You have 3 active chatflows: 'Customer Support Bot' (ID: cf_1), 'RAG Assistant' (ID: cf_2), and 'Lead Generator' (ID: cf_3). Which one would you like to inspect?

Execute chatflow 'cf_1' with question: 'How do I reset my password?'

Prediction complete! The bot responds: 'To reset your password, please go to the login screen and click on "Forgot Password". Check your email for further instructions.' Would you like to review the session memory?

Upsert this data into vector store for chatflow 'cf_2': [data]

Data ingested! I've successfully pushed the documents to the vector store associated with chatflow 'cf_2'. The new context is now available for RAG-based predictions.

Log in to your Flowise dashboard and click on the **API Keys** tab in the sidebar to generate or copy your unique token.

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