strands-agents/harness-sdk

8.7kPython Latest

What It Calls

Calls external APIs · local option Cloud by default Can switch to local Partial check

Without a key: Text generation · Image generation · Embeddings (Amazon Bedrock): has a branch that stops with an error without a key. Text generation · Image generation · Speech-to-text · Text-to-speech · Embeddings (OpenAI): has a branch that stops with an error without a key. Text generation (Anthropic Claude): has a branch that stops with an error without a key. The other rows are in the table below.

Feature matrix
Feature	Provider	Use	Default	Alternative
Text generation · Image generation · Embeddings	Amazon Bedrock 6 call sites `strands-cli/src/tui/provider/bedrock-catalog.ts:37` `strands-cli/src/tui/provider/bedrock-catalog.ts:118` `strands-cli/src/tui/provider/bedrock-catalog.ts:126` `strands-cli/src/tui/provider/discovery.ts:119` `strands-ts/src/models/bedrock.ts:619` `strands-ts/src/models/bedrock.ts:620`	Undetermined	SDK default address	Local runtime (Ollama), Other providers (Ollama) +1 more
Text generation · Image generation · Embeddings	Google Gemini API 14 call sites `strands-ts/src/models/google/adapters.ts:340` `strands-cli/src/tui/provider/discovery.ts:159` `strands-cli/src/tui/provider/discovery.ts:200` `strands-cli/src/tui/provider/discovery.ts:311` `strands-py/src/strands/models/gemini.py:142` `strands-py/src/strands/models/gemini.py:162` 8 more	Undetermined	`generativelanguage.googleapis.com`	Local runtime (Ollama), Other providers (Ollama) +2 more
Text generation · Image generation · Speech-to-text · Text-to-speech · Embeddings	OpenAI 5 call sites `strands-py/src/strands/bidi/models/openai.py:76` `strands-ts/src/models/openai/model.ts:113` `strands-ts/src/models/openai/model.ts:185` `strands-cli/src/tui/provider/discovery.ts:261` `strands-ts/src/models/openai/model.ts:315`	Undetermined	`api.openai.com`	Local runtime (Ollama), Other providers (Ollama) +1 more
Text generation	anthropic, aws-bedrock, gemini 7 call sites `strands-ts/src/models/anthropic.ts:178` `strands-ts/src/models/anthropic.ts:220` `strands-ts/src/models/anthropic.ts:221` `strands-ts/src/models/anthropic.ts:250` `strands-ts/src/models/anthropic.ts:251` `strands-ts/src/models/bedrock.ts:619` 1 more	Undetermined	`api.anthropic.com`, `generativelanguage.googleapis.com`	None
Text generation · Embeddings · Document OCR	Mistral AI 3 call sites `strands-py/src/strands/models/mistral.py:502` `strands-py/src/strands/models/mistral.py:510` `strands-py/src/strands/models/mistral.py:607`	Optional	SDK default address	Off unless enabled (`not self.config.get("stream", True)`), Other providers (llama.cpp)
Text generation	Anthropic Claude 8 call sites `strands-cli/src/tui/provider/discovery.ts:148` `strands-cli/src/tui/provider/discovery.ts:191` `strands-cli/src/tui/provider/discovery.ts:300` `strands-ts/src/models/anthropic.ts:178` `strands-ts/src/models/anthropic.ts:220` `strands-ts/src/models/anthropic.ts:221` 2 more	Optional	`api.anthropic.com`	Local runtime (Ollama), Other providers (Ollama) +1 more
Text generation · Embeddings · Reranking	Cohere 1 call sites `strands-py/tests_integ/models/providers.py:86`	Optional	`api.cohere.com`	Local runtime (Ollama)

External APIs
API	Credential	Code evidence	Pricing	Pricing page	Checked
OpenAI	Your API key	`strands-cli/src/tui/provider/discovery.ts:261`OpenAI is the default, and its address can be changed to a local server. A local Ollama path is available in the same file.	Paid	Pricing	2026-10-05
Amazon Bedrock	Sign-in needed (not an API key)	`strands-cli/src/tui/provider/discovery.ts:148`Amazon Bedrock can be used for text/image generation and embeddings, and other providers like Ollama or local paths can be chosen instead.	Paid	Pricing	2026-10-05
Google Gemini API	Your API key	`strands-cli/src/tui/provider/discovery.ts:159`Google Gemini API can be used for text/image generation and embeddings, and other providers like Ollama or local paths can be chosen instead.	Free tier	Pricing	2026-10-05
Mistral AI	Your API key	`strands-py/src/strands/models/gemini.py:142`Mistral AI is the default and is called only when a specific configuration is enabled. Other providers like llama.cpp can be chosen instead.	Free tier	Pricing	2026-10-05
Anthropic Claude	Your API key	`strands-cli/src/tui/provider/discovery.ts:148`Anthropic Claude can be used for text generation, and other providers like Ollama or local paths can be chosen instead.	Paid	Pricing	2026-10-05
Cohere	Your API key	`strands-py/tests_integ/models/providers.py:86`Cohere can be used for text generation, embeddings, and reranking, and a local Ollama path is available in the same file.	Free tier	Pricing	2026-10-05

Data sent out: images·prompt text · 2 provider(s) unconfirmed

Fetched over the network: Documentation (Documentation)

Checked scope: Partial check — 400/3,137 files · tree not truncated · no submodules · 420 unresolved import path(s)

Check another repository This result is wrong

Badge preview

[![external API](https://whatitcalls.reactiveworks.dev/badge/strands-agents/harness-sdk.svg)](https://whatitcalls.reactiveworks.dev/en/strands-agents/harness-sdk)

Shows as “external API · used · local option” in a README.

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Freshness detailscommit 79d8d07 · checked 2026-10-07

Checked commit: 79d8d0753a7ae0c324a7c3fde95d714c33122773
Committed: 2026-10-06 22:28 UTC
Checked: 2026-10-07 12:07 UTC
HEAD last seen: 2026-10-07 12:06 UTC · 79d8d07 (same as the checked commit)
Read depth: Basic (up to 400 files · 8 MB)
Scanner · rules: scan-5+verdict-4
Pricing catalog: version 2
Correction revision: 0
Summary: Model ollama-cloud/gemma4:31b-cloud

What is sent out

Confirmed Sends images to Google Gemini API. strands-py/src/strands/models/gemini.py:162 strands-py/src/strands/models/gemini.py:163 strands-py/src/strands/models/gemini.py:170
Confirmed Sends prompt text to Anthropic Claude, Amazon Bedrock, Google Gemini API, Mistral AI, and OpenAI. strands-cli/src/tui/provider/discovery.ts:311 strands-py/src/strands/models/mistral.py:502 strands-py/src/strands/models/mistral.py:510
Unconfirmed Providers whose payload was not found in the code: anthropic, aws-bedrock, gemini, Cohere

README claims ↔ code

No README claim contradicts the code.

Code quotes

Source files are not stored. Code is linked at the checked commit on GitHub; stored quotes are at most 3 lines per evidence and 6 per file.

Source: strands-agents/harness-sdk · commit 79d8d07 · strands-cli/src/tui/provider/discovery.ts

L148 host
L191 host
L208 local runtime
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7 more locations

Source: strands-agents/harness-sdk · commit 79d8d07 · strands-py/tests_integ/models/providers.py

L54 local runtime
L59 local runtime
L86 host

Source: strands-agents/harness-sdk · commit 79d8d07 · strands-py/src/strands/models/mistral.py

L500 switch

Source: strands-agents/harness-sdk · commit 79d8d07 · strands-py/src/strands/models/gemini.py

L142 SDK call
L162 SDK call
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L170 SDK call
5 more locations

Source: strands-agents/harness-sdk · commit 79d8d07 · strands-ts/src/models/openai/model.ts

L315 SDK call

Checked scope details

Files

In the repository: 3,137
Checked: 400 (12%)

Manifests

All priority files read

package.json
harness-py/pyproject.toml
harness-ts/package.json
site/package.json
strands-cli/package.json
strands-mcp/pyproject.toml

+13 more

Unresolved import paths (420)

f"{parent.__name__}.{name}"harness-py/src/strands_harness/config.py:541
spec_from_file_location(name, path) if spec is None or spec.loader is None:harness-py/src/strands_harness/config.py:546
moduleharness-py/src/strands_harness/config.py:557
importUrl.hrefharness-ts/src/config.ts:694
pathToFileURL(entrypoint).hrefstrands-cli/bin/strands.js:137

not read 399 · missing file 10 · getattr module 6 · dynamic import 2 · importlib 2 · dynamic file load 1

Excluded files

.mdx 314
.md 292
.yaml 146
.astro 72
.yml 67
.svg 47

+18 more

External code not checked: None
Limits hit: file count limit
Symbolic links not followed: 6

Correction history

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