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readyagents/readyagents-core

by Various

Local one-shot YAML/JSON agent workflow engine + MCP toolkit (BYOK).

MCP

readyagents/readyagents-core

Added 8 Sept 2026

#agents #byok #cli #llm #mcp #python #workflow #yaml

Overview

A local, one-shot agent workflow engine that uses YAML or JSON to define workflows and supports bring-your-own-key (BYOK) for model access. It provides an MCP toolkit for integrating with external tools and services.

Best for

Best for
Developers who want a lightweight, self-hosted agent workflow engine with configurable model access.

Use cases

  • Define and run multi-step agent workflows from YAML or JSON configs
  • Integrate custom tools via the MCP toolkit
  • Execute local agent pipelines with your own API keys

Notes

A local, one-shot agent workflow engine that uses YAML or JSON to define workflows and supports bring-your-own-key (BYOK) for model access. It provides an MCP toolkit for integrating with external tools and services.

0 stars on GitHub. Last updated 2026-09-03. Licensed Apache-2.0.

Use cases

  • Define and run multi-step agent workflows from YAML or JSON configs
  • Integrate custom tools via the MCP toolkit
  • Execute local agent pipelines with your own API keys

Pros

  • Simple configuration with YAML/JSON
  • Local execution keeps data on your machine
  • BYOK model flexibility

Cons

  • Very low community adoption (0 stars)
  • Limited documentation and ecosystem
  • Early-stage project with likely rough edges

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Simple configuration with YAML/JSON
  • Local execution keeps data on your machine
  • BYOK model flexibility

Cons

  • Very low community adoption (0 stars)
  • Limited documentation and ecosystem
  • Early-stage project with likely rough edges

Open-source & AI alternatives

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