rlaif-mcp is an open-source CLI server implementing the Model Context Protocol (MCP) for single-user scenarios. It enables structured positive and negative feedback collection for AI models, supporting local experimentation and integration.
rlaif-mcp is a Frameworks & SDKs product. It focuses on providing a local MCP server for collecting structured positive and negative feedback for AI models. rlaif-mcp is an open-source project aimed at AI researchers and developers using Model Context Protocol. The project is open source (AGPL-3.0). It runs on the command line, and it can be self-hosted.
It is developed by a9lim, and the product first shipped in 2026. The project is developed in the open on GitHub with 75 commits in the last 90 days. Across PulseGate's embedding index, rlaif-mcp has few near neighbours, marking it as relatively distinct. Among its 4 catalogued features are MCP server, feedback channels, and single-user support. It exposes integrations via an MCP server.
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