# pflow ## Docs - [Changelog](https://docs.pflow.run/changelog.md): Product updates and announcements - [Adding MCP servers](https://docs.pflow.run/guides/adding-mcp-servers.md): Expand pflow capabilities with external tools - [How debugging works](https://docs.pflow.run/guides/debugging.md): How pflow helps agents fix broken workflows - [Publishing skills](https://docs.pflow.run/guides/publishing-skills.md): Make workflows automatically available to your AI agent - [Using pflow](https://docs.pflow.run/guides/using-pflow.md): What to expect after setup - [Batch processing](https://docs.pflow.run/how-it-works/batch-processing.md): Process arrays of items through workflows - [Prompt caching](https://docs.pflow.run/how-it-works/prompt-caching.md): Cut input cost on workflows that share context across LLM calls - [Template variables](https://docs.pflow.run/how-it-works/template-variables.md): Dynamic data flow in workflows - [Welcome to pflow](https://docs.pflow.run/index.md): Your agent plans once, pflow handles the rest - [Claude Code](https://docs.pflow.run/integrations/claude-code.md): Set up pflow with Claude Code - [Claude Desktop](https://docs.pflow.run/integrations/claude-desktop.md): Set up pflow with Claude Desktop - [Cursor](https://docs.pflow.run/integrations/cursor.md): Set up pflow with Cursor - [AI tool integration](https://docs.pflow.run/integrations/overview.md): Connect pflow to your AI coding assistant - [VS Code / Copilot](https://docs.pflow.run/integrations/vscode.md): Set up pflow with Visual Studio Code and GitHub Copilot - [Windsurf](https://docs.pflow.run/integrations/windsurf.md): Set up pflow with Windsurf - [Quickstart](https://docs.pflow.run/quickstart.md): Install pflow and set it up for your AI agent - [pflow analyze-cache](https://docs.pflow.run/reference/cli/analyze-cache.md): Find prompt caching opportunities and predict savings - [pflow describe](https://docs.pflow.run/reference/cli/describe.md): Show a saved workflow's interface - [pflow find](https://docs.pflow.run/reference/cli/find.md): Find saved workflows by intent using an LLM - [pflow guide](https://docs.pflow.run/reference/cli/guide.md): Agent-oriented workflow building guidance - [pflow history](https://docs.pflow.run/reference/cli/history.md): Show execution history for a saved workflow - [CLI overview](https://docs.pflow.run/reference/cli/index.md): Complete reference for pflow command-line interface - [pflow list](https://docs.pflow.run/reference/cli/list.md): List saved workflows with keyword filtering - [pflow mcp](https://docs.pflow.run/reference/cli/mcp.md): Manage MCP server connections - [pflow probe](https://docs.pflow.run/reference/cli/probe.md): Execute a single node and inspect its structure - [pflow save](https://docs.pflow.run/reference/cli/save.md): Save a .pflow.md workflow into the library - [pflow settings](https://docs.pflow.run/reference/cli/settings.md): Manage pflow configuration - [pflow skill](https://docs.pflow.run/reference/cli/skill.md): Publish workflows as AI agent skills - [Configuration](https://docs.pflow.run/reference/configuration.md): Settings file, environment variables, and file locations - [Experimental features](https://docs.pflow.run/reference/experimental.md): Features that are available but not yet stable - [Claude Code](https://docs.pflow.run/reference/nodes/claude-code.md): Agentic tasks with file and shell access - [Code](https://docs.pflow.run/reference/nodes/code.md): Execute Python for data transformation - [File operations](https://docs.pflow.run/reference/nodes/file.md): Read, write, copy, move, and delete files - [HTTP](https://docs.pflow.run/reference/nodes/http.md): Make API requests to web services - [Nodes overview](https://docs.pflow.run/reference/nodes/index.md): Building blocks for pflow workflows - [LLM](https://docs.pflow.run/reference/nodes/llm.md): Call AI models with prompts and images - [MCP tools](https://docs.pflow.run/reference/nodes/mcp.md): Use tools from MCP servers - [Shell](https://docs.pflow.run/reference/nodes/shell.md): Execute shell commands - [Roadmap](https://docs.pflow.run/roadmap.md): pflow's direction and priorities ## OpenAPI Specs - [openapi](https://docs.pflow.run/api-reference/openapi.json)