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
Listattuja työkaluja
21
Kategorioita
98%
Ilmainen tai freemium
295
Käyttäjäarvioilla
Hintarakenne
Ilmainen 1725Freemium 87Maksullinen 14Yhteystiedot 23
Suurin kategoria: Skills (967 työkalua).
Types of Agent Development tools
- Skills967 työkalua
- MCP Servers593 työkalua
- AI Agents Frameworks73 työkalua
- AI Agent Development Platforms53 työkalua
- AI Agent Development Frameworks38 työkalua
- Agent Development25 työkalua
- AI Infrastructure & MLOps24 työkalua
- Observability20 työkalua
- Edge AI10 työkalua
- Model Serving8 työkalua
- Model Context Protocol (MCP)7 työkalua
- Agent Observability Tools6 työkalua
- AI Model Serving Platforms5 työkalua
- Blockchain Agent Frameworks5 työkalua
- AI Agent Memory4 työkalua
- Development Framework Agent4 työkalua
- Agent Memory2 työkalua
- Memory2 työkalua
- AI Framework1 työkalua
- Data Integration Agents1 työkalua
- Sandboxes1 työkalua
Featured Agent Development tools
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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.






