Who should use rlaif-mcp?

rlaif-mcp is an open-source project built for AI researchers and developers using Model Context Protocol.

Yes — rlaif-mcp is open source under the AGPL-3.0 license and free to use.

What platforms does rlaif-mcp run on?

rlaif-mcp runs on the command line. It can also be self-hosted.

Is rlaif-mcp still maintained?

The GitHub repository shows 75 commits in the last 90 days.

What projects are similar to rlaif-mcp?

Similar projects tracked by PulseGate include lm-mcp, mcp-ctrl, and MCP Feedback Ultra.

Who develops rlaif-mcp?

rlaif-mcp is developed by a9lim.

How long has rlaif-mcp been around?

rlaif-mcp first shipped in 2026.

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rlaif-mcp

Name: rlaif-mcp
Author: a9lim

github.comInfrastructure

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.

Open SourceAGPL-3.0CLISelf-hosted

Visit github.com

Overview

4 features

In the Frameworks & SDKs space, rlaif-mcp takes a focused approach. It focuses on providing a local MCP server for collecting structured positive and negative feedback for AI models. It is built as an open-source project for 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.

a9lim builds and maintains rlaif-mcp, and it first shipped in 2026. The project is developed in the open on GitHub with 75 commits in the last 90 days. Key capabilities include MCP server, feedback channels, and single-user support. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

MCP server
Feedback channels
Single-user support
Command-line interface

Built with & integrations

Connectors

MCP

Runs on

CLISelf-hosted

Trust & compliance

License

AGPL-3.0

Verified signals

HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed26 Jun · 14:46 UTC
Listing verified against its public source
Source: PulseGate · Open

Frequently asked questions about rlaif-mcp

What does rlaif-mcp do?: Rlaif-mcp focuses on providing a local MCP server for collecting structured positive and negative feedback for AI models. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use rlaif-mcp?: rlaif-mcp is an open-source project built for AI researchers and developers using Model Context Protocol.
Is rlaif-mcp free?: Yes — rlaif-mcp is open source under the AGPL-3.0 license and free to use.
What platforms does rlaif-mcp run on?: rlaif-mcp runs on the command line. It can also be self-hosted.
Is rlaif-mcp still maintained?: The GitHub repository shows 75 commits in the last 90 days.
What projects are similar to rlaif-mcp?: Similar projects tracked by PulseGate include lm-mcp, mcp-ctrl, and MCP Feedback Ultra.lm-mcp mcp-ctrl MCP Feedback Ultra
Who develops rlaif-mcp?: rlaif-mcp is developed by a9lim.
How long has rlaif-mcp been around?: rlaif-mcp first shipped in 2026.

At a glance

Platforms: CLI
Languages: English
Open source: Yes (GitHub)
License: AGPL-3.0
Built for: AI researchers and developers using Model Context Protocol
Model: Open source
Solves: Providing a local MCP server for collecting structured positive and negative feedback for AI models.

Registered as

GitHub: a9lim/rlaif
PyPI: rlaif-mcp

Developer

a9lim

Small team

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 11
Last commit: 20 Jun 2026
Commits 90d: 75
Contributors: 2
Authorship: Small team
Default branch: main
Latest release: v2.0.1 · 3 May 2026

Index record

Indexed: 26 Jun 2026
Lifecycle: Alive
Last seen: 26 Jun 2026

Identity audit (12)

Slug: rlaif-mcp-pypi-org
Lifecycle last checked: 8 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 26 Jun 2026
Timeline basis: Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://github.com/a9lim/rlaif

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