MCPInstall

agnes-free-text

by kangarookingBackend & APIs

Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation. Use when the user asks for 免费文本, 免费的文本模型, free text API, Agnes text, Agnes-2.0-Flash, free LLM calls, or wants to use a free chat/completion model through an Agent skill.

Installs
52
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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/kangarooking/agnes-free-model-skills --skill agnes-free-text
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads agnes-free-text automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Agnes Free Text

Use this skill to call Sapiens AI's Agnes-2.0-Flash text model through the Agnes API.

Credential Rule

Read the API key from the environment. Do not hardcode keys in prompts, scripts, skill files, commits, or shell history.

Preferred variable:

export AGNES_API_KEY="..."

The helper also accepts AGNES_TOKEN as a fallback.

Quick Start

Run a normal chat completion:

python3 scripts/agnes_text.py chat \
  --prompt "用三句话解释 Agent 为什么需要工具调用"

Use a system prompt and save the raw response JSON:

python3 scripts/agnes_text.py chat \
  --system "You are a concise technical writer." \
  --prompt "Explain tool calling for a beginner." \
  --output-json ./outputs/agnes-free-text/response.json

Pass tool definitions from JSON:

python3 scripts/agnes_text.py chat \
  --prompt "Decide whether a weather tool is needed." \
  --tools-json ./tools.json \
  --tool-choice auto

Validate the request shape without calling the API:

python3 scripts/agnes_text.py chat \
  --prompt "Write a short product intro." \
  --max-tokens 300 \
  --dry-run

Workflow

  1. Clarify whether the user wants a direct answer, JSON-like structured output, coding help, or streaming output.
  2. Use scripts/agnes_text.py for repeatable calls. Prefer --dry-run first when parameters are complex.
  3. Keep the model fixed to agnes-2.0-flash unless the API docs are updated.
  4. For multi-turn context, pass repeated --message role:content values instead of flattening the conversation into one prompt.
  5. For tool calling, pass --tools-json as either an inline JSON array or a path to a JSON file.

Notes

  • Endpoint: POST https://apihub.agnes-ai.com/v1/chat/completions
  • Model: agnes-2.0-flash
  • Request shape is compatible with OpenAI Chat Completions.
  • Supported features include system prompts, multi-turn messages, streaming, tool definitions, and tool choice.
  • If the API returns an authorization error, check AGNES_API_KEY first.

Reference

Read references/api.md when you need endpoint details, response fields, tool-calling shape, or streaming examples.

FAQ

What does the agnes-free-text skill do?

Call the free Agnes text model API for chat completions, streaming answers, coding help, tool-calling experiments, and OpenAI-compatible text generation. Use when the user asks for 免费文本, 免费的文本模型, free text API, Agnes text, Agnes-2.0-Flash, free LLM calls, or wants to use a free chat/completion model through an Agent skill.

How do I install agnes-free-text?

Run npx skills add https://github.com/kangarooking/agnes-free-model-skills --skill agnes-free-text in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/agnes-free-text/ (personal) or .claude/skills/agnes-free-text/ (project).

Which AI agents can use agnes-free-text?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is agnes-free-text safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains agnes-free-text?

It is published by kangarooking in kangarooking/agnes-free-model-skills. It has 52 recorded installs.

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