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
Instrumente listate
21
Categorii
98%
Gratuit sau freemium
295
Cu recenzii utilizatori
Mix de preț
Gratuit 1725Freemium 87Plătit 14Contact 23
Cea mai mare categorie: Skills (967 instrumente).
Types of Agent Development tools
- Skills967 instrumente
- MCP Servers593 instrumente
- AI Agents Frameworks73 instrumente
- AI Agent Development Platforms53 instrumente
- AI Agent Development Frameworks38 instrumente
- Agent Development25 instrumente
- AI Infrastructure & MLOps24 instrumente
- Observability20 instrumente
- Edge AI10 instrumente
- Model Serving8 instrumente
- Model Context Protocol (MCP)7 instrumente
- Agent Observability Tools6 instrumente
- AI Model Serving Platforms5 instrumente
- Blockchain Agent Frameworks5 instrumente
- AI Agent Memory4 instrumente
- Development Framework Agent4 instrumente
- Agent Memory2 instrumente
- Memory2 instrumente
- AI Framework1 instrumente
- Data Integration Agents1 instrumente
- Sandboxes1 instrumente
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.






