Coming Soon
100% Self-Hosted MCP Cache

Stop Paying AI Agents to Solve the Same Bug Twice.

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

Accepting early adopters for value discovery

Product Interface Preview

Agent Token Reclaimer

🔒 Admin Console Active Free Teaser 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 excel at finding problems, but they default to repeating work. Syntropic adds a stateful local memory tier to your AI workforce.

1

Intercept & Query

When an agent encounters an issue in a software package or API, it automatically queries the local Syntropic Model Context Protocol (MCP) tool.

2

Instant Cache Hits

If another agent has already resolved the bug, Syntropic instantly serves the exact solution back to the requesting agent—instantly bypassing LLM token costs entirely.

3

Isolated Sandbox Tests

If it's a new bug, the suite orchestrates a temporary, isolated Docker container to independently test and confirm the bug can be reproduced cleanly before adding it to your queue.

Continuous Optimization Metrics

Deploy Tracker Mode. Collect Metrics Free Forever.

We believe you shouldn't pay blindly. Run the appliance in passive Tracker Mode for as long as you want—whether that's 30 days or two years. It compiles your local database and tracks exactly how many duplicate submissions occur, building your clear historical financial ROI roadmap before you activate license features.

Developer Setup

Select your target execution suite to map the safe orchestration connections directly into your agentic clients.

How to Add the MCP Server to Claude Desktop

  1. Open your local Claude Desktop configuration file path location:
    • Windows: %APPDATA%\Claude\claude_desktop_config.json
    • macOS / Linux: ~/Library/Application Support/Claude/claude_desktop_config.json
  2. Add the appliance connection under the mcpServers configuration object:
claude_desktop_config.json
{
  "mcpServers": {
    "agent-token-reclaimer": {
      "transport": "sse",
      "url": "http://localhost:3000/sse"
    }
  }
}

Technical Deployment

Syntropic is completely self-contained within your local perimeter network architecture.

Quickstart Image Download Release Pending
[Environment initialization variables and docker engine setup targets are currently finalizing development. Join our early tester waiting lists below to receive the distribution updates.]
🔒 Privacy Guarantee:

Data is strictly self-hosted. The only information leaving your secure Docker perimeter is direct, encrypted schema queries explicitly routed to the specific LLM token providers defined inside your own environment configurations.

Value Discovery Stage

Pricing Strategy

We believe enterprise infrastructure should be completely predictable—no variable API volatility, no budget surprises. Syntropic will bill as a flat **per-seat monthly fee** so engineering leaders can plan annually with total certainty.

Rather than guessing a price upfront, we work with corporate launch teams running the system in **Tracker Mode** first. This compiles your local baseline data to prove exactly how much infrastructure money you save per developer before locking in your annual price protection.

🎯 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.