The Ultimate Guide to Agent Development

Daniel NikulshynKirjoittanut Daniel Nikulshyn·Päivitetty kesäkuu 2026·1,849 tools across 21 categories
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

Featured Agent Development tools

1

aiMotive

AI-powered autonomous driving software and simulation tools for automakers and suppliers.

5.0 (6)
· Edge AI
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.

4

KeywordsAI

Unified developer platform for building, monitoring, and scaling LLM applications.

5

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.

#TyökaluArvosana
1aiMotiveAI-powered autonomous driving software and simulation tools for automakers and suppliers.
5.0 (6)
Katso
2Wildcard AI / agents.jsonOpen spec and platform that lets AI agents discover and call API workflows through an agents.json file.
5.0 (6)
Katso
3LLettaFramework for building stateful AI agents with long-term memory and continuous learning.
5.0 (6)
Katso
4KeywordsAIUnified developer platform for building, monitoring, and scaling LLM applications.
5.0 (6)
Katso
5Ceramic.aiAn AI infrastructure platform optimizing large-scale model training with enhanced efficiency and scalability.
5.0 (5)
Katso
6LangGraph StudioVisual IDE for building, debugging, and inspecting LangGraph agent workflows
5.0 (5)
Katso
7Strands AgentsOpen‑source SDK for building and orchestrating single or multi‑agent systems with LLMs and tool integration.
5.0 (5)
Katso
8OOraczenSmart AI agents that automate complex business workflows across teams.
5.0 (5)
Katso
9APIPASS API MarketplaceUnified marketplace for connecting to multiple APIs through a single integration point.
5.0 (5)
Katso
10GuardianSecurity and governance platform for autonomous AI agents and intelligent systems.
5.0 (5)
Katso
11Google AntigravityAgent-first AI coding environment and IDE from Google where autonomous agents plan, write, test, and debug software across editor, terminal, and browser.
5.0 (5)
Katso
12Pr.coAI-assisted PR platform for creating, publishing, and distributing press content
5.0 (5)
Katso
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