Alternatives

Project Mentor alternatives for AI agents.

Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.

Current skill

Project Mentor

Project Mentor is a standalone agent skill that turns real coding projects into evidence-grounded, just-in-time learning for Codex and compatible hosts.

71
Quality
77
Trust
20
Stars
#1

Agentmemory

Similarity 104Trust 88Excellent 100

#1 Persistent memory for AI coding agents based on real-world benchmarks

23K starsJun 15, 2026 pushcoding-agentsTypeScriptCoding Agent
$ npx skills add rohitg00/agentmemory
#2

Cmux

Similarity 103Trust 83Excellent 100

Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents

22K starsJun 16, 2026 pushcoding-agentsSwiftCoding Agent
$ npx skills add manaflow-ai/cmux
#3

Gpt Pilot

Similarity 102Trust 85Excellent 100

The first real AI developer

34K starsJun 18, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add Pythagora-io/gpt-pilot
#4

SWE Agent

Similarity 102Trust 90Excellent 100

SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024]

20K starsJun 15, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add SWE-agent/SWE-agent
#5

Marimo

Similarity 102Trust 88Excellent 100

A reactive notebook for Python โ€” run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.

21K starsJun 16, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add marimo-team/marimo
#6

Taipy

Similarity 102Trust 88Excellent 100

Turns Data and AI algorithms into production-ready web applications in no time.

19K starsMay 29, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add Avaiga/taipy
#7

Humanlayer

Similarity 102Trust 86Excellent 96

The best way to get AI coding agents to solve hard problems in complex codebases.

11K starsJun 19, 2026 pushcoding-agentsTypeScriptCoding Agent
$ npx skills add humanlayer/humanlayer
#8

OpenHands

Similarity 102Trust 82Excellent 100

๐Ÿ™Œ OpenHands: AI-Driven Development

78K starsJun 18, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add OpenHands/OpenHands
#9

Codeburn

Similarity 102Trust 85Excellent 99

See where your AI tokens go. Interactive TUI dashboard for Claude Code, Codex, and Cursor cost observability. npx codeburn

8.0K starsJun 15, 2026 pushcoding-agentsTypeScriptDeveloper Tools
$ npx skills add getagentseal/codeburn
#10

Dvc

Similarity 101Trust 88Excellent 100

๐Ÿฆ‰ Data Versioning and ML Experiments

16K starsJun 15, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add treeverse/dvc
#11

Fiftyone

Similarity 101Trust 88Excellent 100

Refine high-quality datasets and visual AI models

11K starsJun 16, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add voxel51/fiftyone
#12

Omnigent

Similarity 101Trust 90Excellent 100

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents โ€” swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

8.8K starsAug 13, 2026 pushcoding-agentsPythonDeveloper Tools
$ npx skills add omnigent-ai/omnigent
#13

Paseo

Similarity 101Trust 84Excellent 94

Orchestrate multiple coding agents from desktop and mobile

8.7K starsJun 16, 2026 pushcoding-agentsTypeScriptCoding Agent
$ npx skills add getpaseo/paseo
#14

Open Swe

Similarity 100Trust 87Excellent 99

An Open-Source Asynchronous Coding Agent

10.0K starsJun 16, 2026 pushcoding-agentsPythonCoding Agent
$ npx skills add langchain-ai/open-swe
#15

Vercel React Best Practices

Similarity 97Trust 91Excellent 100

React and Next.js performance guidance for writing, reviewing, and refactoring production UI code.

30K starsAug 23, 2026 pushcoding-agentsCodexClaude Code
$ npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
#16

Refine

Similarity 97Trust 90Excellent 100

A React Framework for building internal tools, admin panels, dashboards & B2B apps with unmatched flexibility.

35K starsJun 5, 2026 pushcoding-agentsTypeScriptDeveloper Tools
$ npx skills add refinedev/refine

How to choose

When should you switch?

Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Project Mentor if it already passes your workflow test and repository review.

Next step

Compare top candidates side by side

Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.