RiserFlow MCP Server Adds E-commerce Capabilities to OpenClaw
RiserFlow is an open-source MCP server that connects AI agents like OpenClaw to real e-commerce stores, addressing limitations in product search, cart management, and order placement. The tool moves beyond demo flows to handle actual transactions that appear in store administration systems.
Core Features
- Semantic product search: Syncs store catalogs into a local Prisma/PostgreSQL database, generates embeddings, and provides agents with a better search layer than outdated platform APIs.
- Persistent customer preferences: Remembers details like size, color, and brand across sessions, enabling commands like "Get me what I ordered last time."
- Cart management: Includes support for multi-store carts.
- Real order placement: Orders go into actual CMS/admin systems. Currently ships with a Bitrix adapter, with an adapter pattern allowing support for Shopify, WooCommerce, or other platforms without changing the MCP layer.
- Product images, descriptions, and comparisons: Agents can surface products directly in chat and compare options in-context.
Production-Ready Architecture
This isn't a toy demo. It already includes:
- Multi-tenancy: One server can handle multiple stores
- Idempotency: Retries are safe, and duplicate orders are avoided
- Adapter pattern: Swap backend integrations without rewriting the MCP layer
- Local catalog sync + embeddings: Search stays independent from limitations of older commerce platforms
Technical Stack
Built with Next.js 16+, Prisma, PostgreSQL, BullMQ, and currently a Bitrix adapter. The project is open source under Apache 2.0.
Context and Availability
The developer built this to address the gap in MCP infrastructure for e-commerce, noting that while people are building MCP servers for files, GitHub, databases, and internal tools, there's little connecting AI agents to actual online stores where transactions happen. The timing aligns with MCP gaining traction through Anthropic's certification program and adoption by OpenAI and Google.
A demo video shows OpenClaw ordering a t-shirt through chat with the order appearing in Bitrix admin. The GitHub repository is available for feedback, especially on adapter design and which e-commerce platforms to support next.
📖 Read the full source: r/openclaw
👀 See Also
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Galadriel: Open-Source Warm-Cache Harness for Persistent Claude Agents
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Ruflo: Open-Source Platform for Running Multiple AI Agents as a Team
Ruflo is an open-source platform that lets you run many AI agents together to work as a team on complex tasks. Previously known as Claude Flow, it helps coordinate workflows where tasks need to be broken into parts.