Stop Paying AI Agents to Solve the Same Bug Twice.


100% Self-Hosted MCP Cache

Syntropic Systems provides a localized MCP tool and sandbox engine that detects duplicate tasks, serves cached solutions, and halts runaway token burn.

Join the waitlist for commercial pricing, or Try Tracker Mode Today for Free →

Product Interface Preview

Agent Token Reclaimer

🔒 Admin Console Active Free Tracker Mode

This month, Agent Token Reclaimer intercepted 68 duplicate bugs.

Estimated developer agent tokens saved: $183.60

* based on an estimated cost of $1.00 per 10,000 tokens

📊 Core Value Metrics
Total Bugs Found
142
Duplicate Bugs Blocked
68
Bugs Reproduced
68
Raw Tokens Saved
1,836,000
⚡ Operational & System Health
Active Seats Provisioned
12
Total Bugs Rejected
3
Estimated Time Saved
410 mins
Avg Tokens Saved / Dup
27,000
🎛️ API Telemetry (Under The Hood)
Total API Actions
1,412
Get Bugs Calls
984
Post Bugs Calls
428
🤖 Agent Leaderboard
3 Active Agents
Agent ID / LLMDuplicates
claude-code-instance-alpha (3.5 Sonnet)34
cursor-agent-worker-02 (gpt-4o)21
custom-mcp-orchestrator (3.5 Sonnet)13
🏷️ Most Frequent "Duplicate" Categories
Package / CategoryDuplicate Count
node_modules/auth-validation-pipeline28
api/v3/stripe-webhook-handler24
utils/crypto-session-store16

How Syntropic Saves Your Budget

AI agents default to repeating work. Syntropic adds a stateful local memory tier in your VPC or on-premise network.

1

Intercept & Query

Agents automatically query MCP hosted in VPC or on-premise network if it discovers a bug or a problem in a package or API they are using.

2

Instant Cache Hits

If another agent has already found and posted a reproducible solution, Syntropic serves it natively—bypassing raw operational latency and token bills completely.

3

Isolated Sandbox Tests

New patch blueprints are vetted entirely in background, transient Docker sandboxes. The agent fire-and-forgets the solution, which is verified independently before entering the team-wide local cache.

Supported Languages & Ecosystems

Syntropic's sandbox architecture provides native isolated compilation execution maps out of the box.

JS / TypeScript
npm, yarn, pnpm
NATIVE
Python Stack
pip, poetry, pipenv
NATIVE
Go & Rust Cargo
go modules, cargo
NATIVE
Continuous Optimization Metrics

Deploy Tracker Mode. Collect Metrics Free Forever.

Run the appliance in passive Tracker Mode for as long as you want to map concrete submission telemetry. It builds your clear financial ROI roadmap dynamically within your perimeter environment before you ever activate licensing layers.

Ready to inspect our perimeter stack?

Explore the full pre-compiled sandbox appliance blueprint, schema variables, and configuration parameters in our central engine logs documentation.

View Setup Docs
Value Discovery Stage

Pricing Strategy

Syntropic bills as a flat per-seat monthly fee so corporate engineering departments can plan annually with total forecasting safety. Rather than guessing pricing thresholds, launch teams analyze passive Tracker Mode logs first to prove baseline financial protections before locking seat coverage.

🎯 Early Adopter Allocations Active Intake

Teams that participate in our value discovery cohort by providing manual diagnostic report feedback will secure a 6-month price-protection threshold once global flat-rate commercial licenses drop.