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
Loetletud tööriistu
21
Kategooriaid
98%
Tasuta või freemium
295
Kasutaja arvustustega
Hinnastruktuur
Tasuta 1725Freemium 87Tasuline 14Kontakt 23
Suurim kategooria: Skills (967 tööriista).
Types of Agent Development tools
- Skills967 tööriista
- MCP Servers593 tööriista
- AI Agents Frameworks73 tööriista
- AI Agent Development Platforms53 tööriista
- AI Agent Development Frameworks38 tööriista
- Agent Development25 tööriista
- AI Infrastructure & MLOps24 tööriista
- Observability20 tööriista
- Edge AI10 tööriista
- Model Serving8 tööriista
- Model Context Protocol (MCP)7 tööriista
- Agent Observability Tools6 tööriista
- AI Model Serving Platforms5 tööriista
- Blockchain Agent Frameworks5 tööriista
- AI Agent Memory4 tööriista
- Development Framework Agent4 tööriista
- Agent Memory2 tööriista
- Memory2 tööriista
- AI Framework1 tööriista
- Data Integration Agents1 tööriista
- Sandboxes1 tööriista
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.






