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Agent frameworks

sttp-ai

Combines typed LLM integration, agent loops and testing with Scala's existing effect and streaming ecosystems.

Overview

Research summary

sttp-ai combines Scala clients for OpenAI, Anthropic, Gemini and compatible endpoints with building blocks for tool-using agents. Applications can describe requests and responses with sttp, consume model output through integrations with fs2, ZIO, Akka Streams, Pekko or Ox, and use structured output to connect model responses to application types. The project also provides MCP support and an agent test kit for exercising agent behavior without paid model calls.

Its provider and streaming modules belong to one toolkit; their Maven artifacts and Scala cross-builds are not separate products. It is useful for teams that want LLM features within an existing Scala application and its chosen concurrency model.

Repository summary

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Open issues
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Last push
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Commits, 90 days
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Repository activity
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Version
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Recorded catalogue figures. View repository data and provenance →

Classification

Pricing & services

Paid services available

The provider offers paid products or services. Free options may also be available.

Commercial offering checked 2026-10-02.

Licence scope

Implementation

Recorded implementation details and interfaces for sttp-ai.

Implementation details

Scala libraries built on sttp client, with provider-specific and streaming modules.

Languages
Scala
Repository type
source

Recorded interfaces and capabilities

Licence scope

Repository

Repository snapshots, release information and recorded maintenance signals.

Repository snapshot

softwaremill/sttp-ai ↗

Stars
Unavailable
Open issues
Unavailable
Last push
Unavailable
Commits, 90 days
Unavailable
Repository activity
Not scored
Archived
Not recorded

Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).

Maintenance and provenance

Catalogue snapshot
2026-10-06

Documentation

Recorded references and research provenance for this entry.

Recorded sources 4

Research metadata

Research date
2026-10-02
Catalogue snapshot
2026-10-06

Community & social 1 channels

Communities