[Collection] AI Agent Frameworks - Track the autonomous agent ecosystem

[sykp241095]

Collection Overview

This collection tracks the rapidly evolving AI Agent Framework ecosystem - tools and frameworks that enable developers to build autonomous AI agents powered by LLMs.

Motivation

The AI Agent space is exploding in 2025-2026. Developers need a centralized resource to discover, compare, and track the best frameworks for building production-ready AI agents.

Target Repos (Initial Seed)

Based on current GitHub stars and activity:

Repository	Stars	Description
FoundationAgents/MetaGPT	65.8k	The Multi-Agent Framework: First AI Software Company
TransformerOptimus/SuperAGI	17.3k	Dev-first open source autonomous AI agent framework
camel-ai/camel	16.5k	Multi-agent framework finding the Scaling Law of Agents
QwenLM/Qwen-Agent	15.7k	Agent framework built upon Qwen>=3.0 with Function Calling, MCP
pydantic/pydantic-ai	15.7k	GenAI Agent Framework, the Pydantic way
GreyDGL/PentestGPT	12.2k	Automated Penetration Testing Agentic Framework
simular-ai/Agent-S	10.5k	Open agentic framework that uses computers like a human
HKUDS/AutoAgent	8.7k	Fully-Automated and Zero-Code LLM Agent Framework
microsoft/agent-framework	8.1k	Framework for building AI agents with Python and .NET
Upsonic/Upsonic	7.8k	Agent Framework For Fintech and Banks

Growth Opportunity

• Search volume: "AI agent framework" searches up 340% YoY
• Developer interest: High engagement in autonomous agent tooling
• Content potential: Weekly trend reports, comparison guides, framework tutorials
• Viral potential: Framework maintainers likely to share collection with their communities

Next Steps

1. Curate initial repo list (20-30 high-quality frameworks)
2. Design collection landing page with filtering (by language, use case, license)
3. Create comparison matrix (features, LLM support, deployment options)
4. Launch with announcement post on dev.to, Hashnode, Reddit r/MachineLearning

Related Collections

• MCP Servers (issue [Growth] MCP Server Collection - Capture the Model Context Protocol ecosystem #2079)
• RAG Tools & Frameworks
• LLM Applications

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Labels: area/growth, type/feature, priority/p1

[esxr]

For the security-focused agent frameworks in your collection, operant-mcp is worth including. It's an open source MCP server with 51 security testing tools (pentesting, forensics, recon, vulnerability scanning). Sits at the intersection of AI agents and security tooling. https://github.com/operantlabs/operant-mcp

[sykp241095]

Already tracked in existing collections (created in PRs #2271/#2277).

[esxr]

Thanks for the pointer @sykp241095! I checked the existing collections — operant-mcp isn't currently listed in 10105 (MCP Servers) or 10138 (AI Red Teaming), which seem like the best fits. Would it make sense to submit a PR to add operantlabs/operant-mcp to one or both of those? Happy to open it if that's the right path.

[sykp241095]

Thanks for the suggestion @esxr! We generally look for repos with meaningful community traction (stars, forks, contributors) before adding them to collections. operantlabs/operant-mcp was created 4 days ago and currently has 0 stars/0 forks — it's a bit early to include.

Feel free to open a PR once the project has gained some adoption, and we'll be happy to review it then!