The Complete Resource for Agentic Automation
Discover MCP servers, automation patterns, and integration guides. Built by practitioners, for practitioners.
Discover the Right MCP Server
Filesystem MCP
Read, write, and manage files directly from your AI agent. Supports directory traversal, file watching, and atomic operations.
PostgreSQL MCP
Execute SQL queries, manage schemas, and inspect database state through a secure, sandboxed connection layer.
Slack MCP
Send messages, manage channels, and react to events in Slack workspaces with full API coverage.
Agentic Automation in Action
Automated Code Review Pipeline
Automatically review pull requests for style, security, and performance issues using Claude and GitHub MCP servers.
Customer Support Triage
Classify incoming tickets, route to the right team, and draft initial responses using agentic workflows.
Data Pipeline Orchestration
Coordinate multi-step data transformations across databases and storage systems with error recovery built in.
Architecture Patterns for Agentic Systems
Sequential Pipeline
Chain tools in a linear sequence where each step feeds into the next. Ideal for ordered workflows with clear input-output boundaries.
When to use: Simple, ordered processing tasks
Fan-Out / Fan-In
Distribute work across multiple parallel agents, then aggregate results. Perfect for tasks that benefit from concurrent execution.
When to use: Parallel processing with aggregation
Connect Your Tools
GitHub + Slack
Automatically notify channels on PR events, deployments, and CI failures. Keep your team in sync without tab-switching.
PostgreSQL + Claude
Query your database using natural language. Claude translates intent into SQL, executes it safely, and returns formatted results.
Jira + GitHub
Sync issue tracking with code changes. Auto-transition Jira tickets when PRs are merged and link commits to stories.