Is the reflect MCP server actively maintained?

The reflect MCP server was last committed today and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

reflect MCP Server

Name: rohansx/reflect
Rating: 3.3 (1 reviews)
Author: rohansx

rohansx/reflect

Score: 56.7 Rank #1123 MCP Server

Are you the maintainer of rohansx/reflect? Claim this listing →

Self-correction engine for AI coding agents - implements the Reflexion paper (Shinn et al., 2023) as a Rust MCP server. Turns failures into persistent, searchable lessons that prevent the same mistakes across sessions.

Add AgentRank to Claude Code Discover and compare tools like rohansx/reflect — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

rohansx/reflect is a Rust MCP server licensed under MIT. Self-correction engine for AI coding agents - implements the Reflexion paper (Shinn et al., 2023) as a Rust MCP server. Turns failures into persistent, searchable lessons that prevent the same mistakes across sessions.

Ranked #1123 out of 28002 indexed tools.

In the top 5% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Rust MIT

Score Breakdown

Stars 15% 3

3 stars → early stage

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/tool/rohansx--reflect)](https://agentrank-ai.com/tool/rohansx--reflect/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/rohansx--reflect/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/rohansx--reflect" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="rohansx/reflect"></script>

Details

Stars: 3
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Rust
License: MIT
Last Commit: today

Matched Queries

"mcp server""mcp-server"

See alternatives to rohansx/reflect → Browse mcp-server category → Compare rohansx/reflect → How to Build an MCP Server in 2026 →MCP Server Comparison: Top 10 Head-to-Head →

View on GitHub →