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---
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name: code-review-agent-workflow
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version: 1.0.0
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description: Automate the code review process using a multi-step workflow with human-in-the-loop
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approval.
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inputs:
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- Sample diff of code changes (str)
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- Repo context (dict)
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steps:
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- 'Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph`'
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- 'Step 2: Invoke the graph with initial parameters including sample diff, repo context,
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user ID, and other metadata'
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- 'Step 3: The graph processes the input through a series of steps, generating messages
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and issues as it progresses'
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outputs:
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- Final result containing processed messages and issues (dict)
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tags: []
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metadata:
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source_repo: https://github.com/itszhaoziyan-n/AgentKit.git
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extracted_at: ''
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confidence: 0.95
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---
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# code-review-agent-workflow
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Automate the code review process using a multi-step workflow with human-in-the-loop approval.
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## Setup
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**Dependencies:**
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```text
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pip install langgraph>=0.3 langchain-core>=0.3 langchain-anthropic>=0.3 langfuse>=2.0 mcp[server]>=1.24,<2.0 langchain-mcp-adapters>=0.1 tenacity>=9.0 fastapi>=0.115 uvicorn[standard]>=0.32 psycopg[binary]>=3.1 langgraph-checkpoint-postgres>=2.0 httpx>=0.27 python-dotenv>=1.0 redis>=5.0
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```
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**Setup steps:**
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1. cp .env.example .env
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1. docker compose up -d
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1. pip install -e '.[dev]'
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## Key Files
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- `agentkit/workflow/code_review/graph.py - Contains the `build_graph` function and graph invocation logic.`
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- `examples/run_code_review.py - Example script demonstrating how to run the code review agent.`
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## Steps
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1. Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph`
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2. Step 2: Invoke the graph with initial parameters including sample diff, repo context, user ID, and other metadata
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3. Step 3: The graph processes the input through a series of steps, generating messages and issues as it progresses
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## Implementation Details
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```python
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graph = build_graph()
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thread_id = str(uuid.uuid4())
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result = graph.invoke(...)
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```
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## Inputs
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- Sample diff of code changes (str)
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- Repo context (dict)
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## Outputs
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- Final result containing processed messages and issues (dict)
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## Failure Modes
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- Specific failure scenario with mitigation: If the `build_graph()` function fails to initialize properly, ensure all required dependencies are correctly installed.
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## Source
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Extracted from: [https://github.com/itszhaoziyan-n/AgentKit.git](https://github.com/itszhaoziyan-n/AgentKit.git)
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Confidence: 0.95
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# Commands: code-review-agent-workflow
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## Available Commands
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- `/skill code-review-agent-workflow` — Load this skill
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- `/run code-review-agent-workflow` — Execute workflow
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# Examples: code-review-agent-workflow
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## Usage Example
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```python
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# How to use this skill
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# Inputs: Sample diff of code changes (str), Repo context (dict)
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# Process: Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph` → Step 2: Invoke the graph with initial parameters including sample diff, repo context, user ID, and other metadata → Step 3: The graph processes the input through a series of steps, generating messages and issues as it progresses
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# Outputs: Final result containing processed messages and issues (dict)
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```
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{
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"name": "code-review-agent-workflow",
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"version": "1.0.0",
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"goal": "Automate the code review process using a multi-step workflow with human-in-the-loop approval.",
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"inputs": [
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"Sample diff of code changes (str)",
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"Repo context (dict)"
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],
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"steps": [
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"Step 1: Build the graph for the code review agent using `build_graph()` from `agentkit.workflow.code_review.graph`",
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"Step 2: Invoke the graph with initial parameters including sample diff, repo context, user ID, and other metadata",
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"Step 3: The graph processes the input through a series of steps, generating messages and issues as it progresses"
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],
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"outputs": [
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"Final result containing processed messages and issues (dict)"
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],
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"failure_modes": [
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"Specific failure scenario with mitigation: If the `build_graph()` function fails to initialize properly, ensure all required dependencies are correctly installed."
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],
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"confidence": 0.95,
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"explanation": "This workflow is reusable for any code review process that requires a multi-step analysis and human approval.",
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"source_repo": "https://github.com/itszhaoziyan-n/AgentKit.git",
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"score": 1.0
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}
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# Tests: mcp-server-setup
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# Tests: code-review-agent-workflow
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## Test Checklist
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## Test Checklist
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---
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name: mcp-server-setup
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version: 1.0.0
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description: Set up an MCP server to integrate PipesHub with any MCP-compatible client.
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inputs:
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- MCP server configuration details
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- PipesHub credentials
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steps:
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- 'Step 1: Clone the `pipeshub-ai/mcp-server` repository using `git clone https://github.com/pipeshub-ai/mcp-server.git`'
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- 'Step 2: Navigate to the cloned directory with `cd mcp-server`'
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- 'Step 3: Run the interactive installer by executing `./install.sh`'
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- 'Step 4: Follow the prompts in the installer to configure the server, including
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setting up graph DB, message broker, and KV store'
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- 'Step 5: The installer will generate a `.env` file with necessary environment variables.
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Ensure these are correctly set'
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- 'Step 6: Start the MCP server by running `docker-compose up -d`'
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outputs:
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- Running MCP server
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- .env file generated
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tags: []
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metadata:
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source_repo: https://github.com/pipeshub-ai/pipeshub-ai.git
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extracted_at: ''
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confidence: 0.95
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---
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# mcp-server-setup
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Set up an MCP server to integrate PipesHub with any MCP-compatible client.
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## Setup
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**Dependencies:**
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```text
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pip install docker docker-compose
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```
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**Setup steps:**
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1. Ensure Docker and Docker Compose are installed on your system.
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1. Clone the `pipeshub-ai/mcp-server` repository using `git clone https://github.com/pipeshub-ai/mcp-server.git`
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## Key Files
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- `path/to/install.sh - Script to run the interactive installer`
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- `path/to/docker-compose.yml - Configuration for Docker services`
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## Steps
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1. Step 1: Clone the `pipeshub-ai/mcp-server` repository using `git clone https://github.com/pipeshub-ai/mcp-server.git`
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2. Step 2: Navigate to the cloned directory with `cd mcp-server`
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3. Step 3: Run the interactive installer by executing `./install.sh`
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4. Step 4: Follow the prompts in the installer to configure the server, including setting up graph DB, message broker, and KV store
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5. Step 5: The installer will generate a `.env` file with necessary environment variables. Ensure these are correctly set
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6. Step 6: Start the MCP server by running `docker-compose up -d`
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## Implementation Details
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```python
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```bash
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./install.sh
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```
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Run this script to start the installation process.
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```
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```python
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```yaml
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docker-compose:
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version: '3.9'
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services:
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mcp-server:
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image: pipeshubai/mcp-server:latest
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environment:
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- PIPESHUB_API_KEY=your_api_key_here
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```
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This snippet shows how to configure the Docker Compose file.
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```
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## Inputs
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- MCP server configuration details
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- PipesHub credentials
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## Outputs
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- Running MCP server
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- .env file generated
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## Failure Modes
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- Installer fails to run due to missing dependencies or incorrect configuration
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- Docker Compose setup issues preventing server from starting
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## Source
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Extracted from: [https://github.com/pipeshub-ai/pipeshub-ai.git](https://github.com/pipeshub-ai/pipeshub-ai.git)
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Confidence: 0.95
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# Commands: mcp-server-setup
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## Available Commands
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- `/skill mcp-server-setup` — Load this skill
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- `/run mcp-server-setup` — Execute workflow
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# Examples: mcp-server-setup
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## Usage Example
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```python
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# How to use this skill
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# Inputs: MCP server configuration details, PipesHub credentials
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# Process: Step 1: Clone the `pipeshub-ai/mcp-server` repository using `git clone https://github.com/pipeshub-ai/mcp-server.git` → Step 2: Navigate to the cloned directory with `cd mcp-server` → Step 3: Run the interactive installer by executing `./install.sh`
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# Outputs: Running MCP server, .env file generated
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```
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{
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"name": "mcp-server-setup",
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"version": "1.0.0",
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"goal": "Set up an MCP server to integrate PipesHub with any MCP-compatible client.",
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"inputs": [
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"MCP server configuration details",
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"PipesHub credentials"
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],
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"steps": [
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"Step 1: Clone the `pipeshub-ai/mcp-server` repository using `git clone https://github.com/pipeshub-ai/mcp-server.git`",
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"Step 2: Navigate to the cloned directory with `cd mcp-server`",
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"Step 3: Run the interactive installer by executing `./install.sh`",
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"Step 4: Follow the prompts in the installer to configure the server, including setting up graph DB, message broker, and KV store",
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"Step 5: The installer will generate a `.env` file with necessary environment variables. Ensure these are correctly set",
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"Step 6: Start the MCP server by running `docker-compose up -d`"
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],
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"outputs": [
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"Running MCP server",
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".env file generated"
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],
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"failure_modes": [
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"Installer fails to run due to missing dependencies or incorrect configuration",
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"Docker Compose setup issues preventing server from starting"
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],
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"confidence": 0.95,
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"explanation": "This workflow is specific but can be adapted for different deployment environments and configurations.",
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"source_repo": "https://github.com/pipeshub-ai/pipeshub-ai.git",
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"score": 1.0
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}
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Reference in New Issue
Block a user