Orchestrate.
Secure.
Execute.
The Context Operating System for the Token Era. Route prompts with 91.94% of routing decisions requiring zero LLM calls, manage agent state with Git-like versioning (GCC), and define Value Hierarchies that control both prompt injection and routing tier.
$ npm install -g mcp-prompt-optimizerZero-Cost Router · Live
Incoming prompt
Layer 1 · Precision Lock™
Regex-based pattern matching · 0ms · $0
✓ Match — routed locally
Precision Lock™
Regex-based · 0ms · $0
Prompt Optimizer improves AI prompts for better, more reliable outputs.
It rewrites prompts to be clearer, more specific, and better aligned with how large language models interpret instructions—so you get more accurate and consistent results across common tasks.
Why AI output quality varies
Generic prompts create noise. Prompt Optimizer amplifies the signal with intelligent context detection and high-signal prompt design.
Manual Prompt Writing
Low-signal input
- Generic AI output that requires heavy editing
- No awareness of your audience or constraints
- Lots of manual prompt iteration and rewrites
- Inconsistent tone and structure across outputs
With Prompt Optimizer
High-signal input
- 50+ Pattern Triggers (React, Image Gen, SOLID)
- Enterprise Reliability with Team Quotas
- Tiered MCP Access & Shared Workspaces
- Observability with Root Cause Protocols
Choose your deployment
Cloud for speed. MCP Server for control. Intent Engineering for precision — ranked goals that shape routing and LLM behavior simultaneously.
Cloud Edition
Zero-setup, always up to date. Works across web, extensions, and MCP clients.
MCP Server
Deploy Prompt Optimizer on your infra with enterprise controls and auditing.
Intent Engineering
Define a Value Hierarchy — a machine-readable, ranked list of optimization goals. NON-NEGOTIABLE goals force LLM routing automatically; the priority order is injected into every system prompt.
- define_value_hierarchy: 2–8 ranked goals via MCP tool
- L1 — Prompt Injection: DIRECTIVES block prepended to LLM system prompt
- L2 — Routing Floor: NON-NEGOTIABLE goals bypass RULES_BASED tier
Upgrade when you are ready
Choose the plan that matches your velocity. Pro is tuned for daily use; Team unlocks collaboration and scale.
Explorer
- 5 optimizations per month
- Personal Use Only
- Rule Engine Access
- Basic Analytics
Creator
- 18,000 optimizations per month
- Up to 2 Team Members
- 3 Shared API Keys
- Full MCP Access
Innovator
- 75,000 optimizations per month
- Up to 5 Team Members
- 10 Shared API Keys
- Enterprise Analytics