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
1849
Navedena orodja
21
Kategorije
98%
Brezplačno ali freemium
295
Z ocenami uporabnikov
Cenovni miks
Brezplačno 1725Freemium 87Plačljivo 14Stik 23
Največja kategorija: Skills (967 orodij).
Types of Agent Development tools
- Skills967 orodij
- MCP Servers593 orodij
- AI Agents Frameworks73 orodij
- AI Agent Development Platforms53 orodij
- AI Agent Development Frameworks38 orodij
- Agent Development25 orodij
- AI Infrastructure & MLOps24 orodij
- Observability20 orodij
- Edge AI10 orodij
- Model Serving8 orodij
- Model Context Protocol (MCP)7 orodij
- Agent Observability Tools6 orodij
- AI Model Serving Platforms5 orodij
- Blockchain Agent Frameworks5 orodij
- AI Agent Memory4 orodij
- Development Framework Agent4 orodij
- Agent Memory2 orodij
- Memory2 orodij
- AI Framework1 orodij
- Data Integration Agents1 orodij
- Sandboxes1 orodij
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.
