forge
The Forge MCP server provides structured workflow orchestration for Claude Code, enabling parallel task execution, deep validation, intelligent retry, and cross-session memory.
validate— Run full verification for a specific module: file existence checks, shell commands, AST-level syntax validation (JS/TS/Python), and cross-module API contract checks. Returns a structured verdict (PROCEED,RETRY, orESCALATE) with stagnation/oscillation detection.validate_plan— Structurally validate a forge plan JSON before execution: checks required fields, detects DAG cycles, finds unknown dependencies, warns about file overlaps between parallel modules, and verifies commands exist on PATH.memory_recall— Search forge's learned-pattern memory (conventions, failure patterns, test commands, architecture notes, etc.) by keyword, category, or tag across project or global memory stores.memory_save— Persist new learned patterns (working commands, discovered conventions, diagnosed failures) to project or global memory for future runs. Deduplicates entries automatically.iteration_state— Read, update, or reset per-module retry state: tracks attempt count, score history, stagnation flags, last status, and root cause for intelligent retries.forge_logs— Query the structured JSONL event log for a run, filterable byrunId,moduleId,phase, andseverity, for auditing, failure diagnosis, and event reconstruction.session_state— Save, load, or list orchestrator session snapshots so workflows can survive crashes or conversation restarts and resume exactly where they left off.
Enables parallel execution in isolated git worktrees for task processing, allowing multiple workers to operate independently while maintaining version control and isolation during feature development.
Integrates with GitHub Actions for continuous integration workflows and badge display, and serves as the hosting platform for the MCP server repository and plugin marketplace distribution.
Forge
Turn Claude Code into a structured delivery loop: plan the work, run modules in parallel, validate deeply, retry intelligently, and carry forward what worked.
Install
Copy-paste:
claude plugin marketplace add TT-Wang/forge
claude plugin install forge@tt-wang-pluginsFirst start may take a few seconds because Forge bootstraps its MCP server dependencies automatically.
After install:
restart Claude Code if it was already open
open any repo you want to work in
run
/forge <objective>
Example:
/forge add audit logging for admin actionsThe Pitch
Forge is for the point where plain prompting stops being enough.
If the task touches several files, needs coordination between modules, or needs proof that it actually works, Forge gives Claude Code a workflow instead of just another prompt:
break the work into modules
run what can be parallelized
validate each module hard
retry failures with debugger context
remember what worked for the next task
You still use Claude Code. Forge just adds structure around the hard parts.
What You Get
Structured planning: breaks a feature into modules with dependencies and verification commands
Parallel execution: runs independent modules at the same time in isolated worktrees
Deep validation: checks files, commands, syntax, and cross-module API contracts
Intelligent retry: tracks attempts, detects stagnation, and escalates to a debugger agent
Session resumability: picks up incomplete work instead of starting from scratch
Cross-session memory: remembers conventions, failure patterns, and test commands
Status visibility: exposes progress in Claude output and a terminal status line
Why Not Just Use Claude Code Directly?
For many tasks, you should.
Task shape | Plain Claude Code | Forge |
One small edit | Better | Overkill |
Quick investigation | Better | Overkill |
Multi-file feature | Manual coordination required | Strong fit |
Parallelizable work | You manage it yourself | Built in |
Deep validation | You remember to run it | Part of the workflow |
Retry after failure | Manual retry and debugging | Tracked, guided, resumable |
Reusing patterns across sessions | Ad hoc | Built in memory |
Forge is not trying to replace normal usage. It is for the tasks where orchestration matters.
Quick Start
60-second setup
Install Forge with the two commands above
Restart Claude Code
Open your project
Paste one objective:
/forge add JWT auth with refresh tokensApprove the generated plan
Run
/forge build an audit log for admin actionsCheck Progress
/forge-statusRe-check One Module
/forge-validate m2A Typical Session
/forge add JWT auth with refresh tokens
[forge] Phase 1: Planning...
[forge] Proposed Plan: 4 modules, 2 parallel groups
[forge] Proceed with this plan? (yes / modify / abort)
[forge] Phase 2: Executing m1...
[forge] Phase 2: Executing m2, m3 in parallel...
[forge] ✓ m2: DONE — validated, score 1.0
[forge] ✗ m3: FAILED — retrying with debugger
[forge] ✓ m3: DONE — validated after retry
[forge] ## Forge Complete
[forge] 4/4 modules completedThat is the experience Forge is aiming for: less manual steering, more visible progress, and fewer silent failures.
What To Expect On First Run
Forge will create a local
.forge/directory in your projectthe MCP server may spend a few seconds installing its Node dependencies
your first real interaction is the plan review step
nothing executes until you explicitly approve the plan
Current Project Structure
forge/
├── .claude-plugin/
│ ├── plugin.json
│ └── marketplace.json
├── .claude/
│ ├── settings.json
│ └── settings.local.json
├── agents/
│ ├── planner.md
│ ├── worker.md
│ ├── reviewer.md
│ └── debugger.md
├── skills/
│ ├── forge/
│ │ └── SKILL.md
│ ├── forge-status/
│ │ └── SKILL.md
│ └── forge-validate/
│ └── SKILL.md
├── forge-mcp-server/
│ ├── index.mjs
│ ├── start.sh
│ ├── package.json
│ └── tests/
├── statusline/
│ └── forge-status.sh
├── docs/
│ ├── architecture.md
│ ├── mcp-tools.md
│ └── launch/
├── CHANGELOG.md
├── CONTRIBUTING.md
├── SECURITY.md
├── CLAUDE.md
└── README.mdAt runtime, Forge also creates a local .forge/ directory in the working project to store plans, logs, memory, retry history, and resumable state.
The Main Pieces
Agents
Forge ships with four focused agents:
planner: explores the codebase and proposes the module plan
worker: implements one module in an isolated worktree
reviewer: checks correctness, security, and contract mismatches
debugger: investigates failed modules and drives retry
Skills
The user-facing commands are:
/forge: full orchestrator workflow/forge-status: current plan, module progress, and learned patterns/forge-validate: re-run validation for one module
MCP Server
The bundled MCP server provides the shared runtime capabilities Forge needs:
validatevalidate_planmemory_recallmemory_saveiteration_stateforge_logssession_state
These tools let multiple agents coordinate without relying on loose conversational memory.
Status Line
Forge can render live progress in your terminal:
[forge] ████░░░░░░ 2/5 | VALIDATE | refresh endpoint | 3m19s | ~2m30s leftTo use it:
claude statusline set "bash /path/to/forge/statusline/forge-status.sh"What Lives In Your Project
Forge keeps its runtime state in a local .forge/ directory inside the working project. That includes:
execution plans
retry history
learned patterns
structured logs
resumable session state
This keeps the workflow inspectable instead of hiding everything behind opaque agent state.
Documentation
Architecture — orchestrator, agents, MCP server, and state flow
MCP tools reference — input/output schemas and examples for all 7 tools
Changelog — release notes
Contributing — dev setup, tests, linting, and PR process
Security — vulnerability reporting and security scope
Manual Installation
If you do not want to install from the Claude Code marketplace, you can wire Forge manually:
git clone https://github.com/TT-Wang/forge.git /tmp/forge
mkdir -p .claude/agents .claude/skills
cp /tmp/forge/agents/*.md .claude/agents/
cp -r /tmp/forge/skills/* .claude/skills/
cp -r /tmp/forge/forge-mcp-server ./forge-mcp-server/
cd forge-mcp-server && npm install && cd ..Then wire the MCP server using the reference config in .claude/settings.json.
Development
git clone https://github.com/TT-Wang/forge.git
cd forge/forge-mcp-server
npm install
npm testWorks Great With
memem — persistent cross-session memory for Claude Code. Forge handles planning and execution; memem helps carry useful patterns across runs.
Vibereader — curated tech news while Claude works
License
MIT — see LICENSE
Maintenance
Latest Blog Posts
MCP directory API
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curl -X GET 'https://glama.ai/api/mcp/v1/servers/TT-Wang/forge'
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