TT-Wang/forge
by Various
Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, and memory
MCP
TT-Wang/forge
Added 1 June 2026
Overview
Extends Claude Code into a structured plan-execute-validate loop. Supports parallel task execution, automatic retries on failure, and retains memory across interactions.
Best for
Best for
Developers who want to add loop, retry, and memory to Claude Code for multi-step coding tasks
Use cases
- Automating complex coding workflows
- Running parallel code generation tasks
- Building reliable agentic scripts with retry logic
Notes
Extends Claude Code into a structured plan-execute-validate loop. Supports parallel task execution, automatic retries on failure, and retains memory across interactions.
33 stars on GitHub. Last updated 2026-05-20. Licensed MIT.
Use cases
- Automating complex coding workflows
- Running parallel code generation tasks
- Building reliable agentic scripts with retry logic
Pros
- Enables structured automation beyond Claude Code’s defaults
- Parallel execution speeds up multi-step tasks
- Memory persistence reduces repetitive instructions
Cons
- Requires Claude Code as a dependency
- Small community and limited documentation (33 stars)
- May introduce overhead for simple tasks
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Enables structured automation beyond Claude Code's defaults
- Parallel execution speeds up multi-step tasks
- Memory persistence reduces repetitive instructions
Cons
- Requires Claude Code as a dependency
- Small community and limited documentation (33 stars)
- May introduce overhead for simple tasks
Pairs with
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