The Ultimate Guide to Agent Development
Behind every production agent is a stack: a framework to orchestrate reasoning and tool calls, memory so it remembers context, observability to see what it did, and infrastructure to serve it reliably. This is the builder's toolkit.
Below you'll find agent frameworks and SDKs, development and deployment platforms, memory and vector stores, the Model Context Protocol (MCP) ecosystem, model-serving and MLOps, and the observability tools that make agents debuggable in the real world.
Agent Development by the numbers
1 849
Listade verktyg
21
Kategorier
98%
Gratis eller freemium
295
Med användarrecensioner
Prismix
Gratis 1725Freemium 87Betald 14Kontakt 23
Största kategorin: Skills (967 verktyg).
Types of Agent Development tools
- Skills967 verktyg
- MCP Servers593 verktyg
- AI Agents Frameworks73 verktyg
- AI Agent Development Platforms53 verktyg
- AI Agent Development Frameworks38 verktyg
- Agent Development25 verktyg
- AI Infrastructure & MLOps24 verktyg
- Observability20 verktyg
- Edge AI10 verktyg
- Model Serving8 verktyg
- Model Context Protocol (MCP)7 verktyg
- Agent Observability Tools6 verktyg
- AI Model Serving Platforms5 verktyg
- Blockchain Agent Frameworks5 verktyg
- AI Agent Memory4 verktyg
- Development Framework Agent4 verktyg
- Agent Memory2 verktyg
- Memory2 verktyg
- AI Framework1 verktyg
- Data Integration Agents1 verktyg
- Sandboxes1 verktyg
Featured Agent Development tools
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2

Wildcard AI / agents.json
Open spec and platform that lets AI agents discover and call API workflows through an agents.json file.
3L
Letta
Framework for building stateful AI agents with long-term memory and continuous learning.
5.0 (6)
· AI Agent Memory4

KeywordsAI
Unified developer platform for building, monitoring, and scaling LLM applications.
5.0 (6)
· Observability5

Ceramic.ai
An AI infrastructure platform optimizing large-scale model training with enhanced efficiency and scalability.
Popular Agent Development tools
The top tools across all Agent Development categories.






