mcp-workflow-orchestrator-dify

mcp-workflow-orchestrator-dify serves as an MCP (Management Control Plane) server utility meticulously engineered for handling the querying and initiation of Dify workflows. It provides robust capabilities for running multiple distinct, custom Dify procedural sequences on an ad-hoc basis.

Installation Procedure

shell git clone https://github.com/gotoolkis/mcp-difyworkflow-server.git

Compile using Go

cd mcp-difyworkflow-server go build -o mcp-workflow-orchestrator-dify .

Alternatively, utilize the provided Makefile

make build

Parameter Configuration

Configuration is typically managed via an MCP configuration file, structured as follows:

{ "mcpServers": { "mcp-workflow-orchestrator-dify": { "command": "mcp-workflow-orchestrator-dify", "args": ["-api-endpoint", "http://localhost/v1"], "env": { "DIFY_FLOW_IDENTIFIERS": "workflow-translator,workflow-genImag", "DIFY_ACCESS_TOKENS": "appkey-xxxxxxxxxxxa,appkey-xxxxxxxxxxxb" } } } }

• "api-endpoint":"http://localhost/v1"

Specifies the Uniform Resource Locator (URL) pointing to the root of the Dify platform's application programming interface (API) server.

• "command":"mcp-workflow-orchestrator-dify"

This field dictates the executable to run. You may specify the full absolute path to the compiled binary or establish a symbolic link, like so:
sudo ln -s <path_to_repository>/mcp-difyworkflow-server /usr/local/bin/mcp-workflow-orchestrator-dify

• DIFY_FLOW_IDENTIFIERS, DIFY_ACCESS_TOKENS

These environment variables must maintain a one-to-one sequential correspondence. The workflow identifier is user-definable within the Dify Prompt interface. The required Workflow API Key must be generated specifically for the corresponding flow established within the Dify environment (Consult Dify documentation for API key generation protocols).

Operational Commands

• list_flows
  Retrieves and displays the catalog of all authorized procedural sequences.
• invoke_flow
  Initiates execution of a designated workflow, requiring the workflow's designated name and the input payload. Crucial Note: By default convention, the primary input variable within the Dify workflow definition must be labeled as: "message"

Usage Examples

prompt: Show me the accessible utilities within mcp-workflow-orchestrator-dify
prompt: Dispatch the sequence named 'workflow-translator' from Dify, providing 'This is a test message' as the input payload.

prompt: Display available tools for mcp-workflow-orchestrator-dify.
prompt: Execute the routine designated 'workflow-translator' via Dify, utilizing 'This is a test message' as the supplied input data.

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