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
Καταχωρημένα εργαλεία
21
Κατηγορίες
98%
Δωρεάν ή freemium
295
Με κριτικές χρηστών
Δομή τιμών
Δωρεάν 1725Freemium 87Επί πληρωμή 14Επικοινωνία 23
Μεγαλύτερη κατηγορία: Skills (967 εργαλεία).
Types of Agent Development tools
- Skills967 εργαλεία
- MCP Servers593 εργαλεία
- AI Agents Frameworks73 εργαλεία
- AI Agent Development Platforms53 εργαλεία
- AI Agent Development Frameworks38 εργαλεία
- Agent Development25 εργαλεία
- AI Infrastructure & MLOps24 εργαλεία
- Observability20 εργαλεία
- Edge AI10 εργαλεία
- Model Serving8 εργαλεία
- Model Context Protocol (MCP)7 εργαλεία
- Agent Observability Tools6 εργαλεία
- AI Model Serving Platforms5 εργαλεία
- Blockchain Agent Frameworks5 εργαλεία
- AI Agent Memory4 εργαλεία
- Development Framework Agent4 εργαλεία
- Agent Memory2 εργαλεία
- Memory2 εργαλεία
- AI Framework1 εργαλεία
- Data Integration Agents1 εργαλεία
- Sandboxes1 εργαλεία
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.






