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
ჩამოთვლილი ხელსაწყოები
21
კატეგორიები
98%
უფასო ან freemium
295
მომხმარებლის შეფასებებით
ფასების ნაკრები
უფასო 1725Freemium 87ფასიანი 14კონტაქტი 23
ყველაზე დიდი კატეგორია: Skills (967 ხელსაწყო).
Types of Agent Development tools
- Skills967 ხელსაწყო
- MCP Servers593 ხელსაწყო
- AI Agents Frameworks73 ხელსაწყო
- AI Agent Development Platforms53 ხელსაწყო
- AI Agent Development Frameworks38 ხელსაწყო
- Agent Development25 ხელსაწყო
- AI Infrastructure & MLOps24 ხელსაწყო
- Observability20 ხელსაწყო
- Edge AI10 ხელსაწყო
- Model Serving8 ხელსაწყო
- Model Context Protocol (MCP)7 ხელსაწყო
- Agent Observability Tools6 ხელსაწყო
- AI Model Serving Platforms5 ხელსაწყო
- Blockchain Agent Frameworks5 ხელსაწყო
- AI Agent Memory4 ხელსაწყო
- Development Framework Agent4 ხელსაწყო
- Agent Memory2 ხელსაწყო
- Memory2 ხელსაწყო
- AI Framework1 ხელსაწყო
- Data Integration Agents1 ხელსაწყო
- Sandboxes1 ხელსაწყო
Featured Agent Development tools
1

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.






