correctover 2.3.1

Correctover — LLM Reliability Engineering platform. Protocol-level contract validation, verified failover (DeepSeek/OpenAI/Anthropic), MCP security, CCS v1.0 standard, 84.1% self-heal rate across 20K+ trajectories.

Correctover SDK

Failure is not fatal. Protocol-level contract validation with automatic verified failover for LLM APIs — now with MCP security, CCS v1.0 standard, and runtime guardrails.

Install

pip install correctover

Quick Start

import correctover

# Automatic failover with verified contract validation
result = correctover.run("Hello!")
print(result)

What It Does

Correctover is the LLM Reliability Engineering (LLMRE) platform for AI agents:

Capability	Description
Contract Validation	Protocol-level output verification — schema, semantic, safety
Verified Failover	Automatic retry to DeepSeek/OpenAI/Anthropic on failure
Self-Healing	84.1% success rate across 20K+ decision trajectories
MCP Security	14 OWASP AISVS 1.0 checks for Model Context Protocol configs
Runtime Guard	22µs P50 RCE/SSRF/credential leak interception
CCS v1.0 Standard	First formal conformance standard for agentic runtimes (DOI: 10.5281/zenodo.21234580)

CLI Tools

correctover-shield    # Runtime guard daemon
correctover-ccs       # CCS v1.0 conformance scanner
correctover-mcs       # MCP security scanner
correctover-hunt      # Vulnerability hunter

Key Metrics

Metric	Value
Self-heal success rate	84.1%
Failover latency	0.4–0.7ms
Runtime guard P50	22µs
Test trajectories	20,071
CVEs filed	6 (AutoGen ×2, CrewAI, Semantic Kernel, MS AGT)
Fault types	215

Supported Providers

• DeepSeek (primary failover target)
• OpenAI (GPT-4o, GPT-4-turbo)
• Anthropic (Claude 3.5 Sonnet)

Free Tier

50 calls/day — no credit card required.

Unlock unlimited: correctover.com/checkout

export CORRECTOVER_LICENSE_KEY=your-key-here

Related Correctover Tools

Tool	Install	Description
Security Scanner	npx correctover-scan	MCP config security audit (14 checks)
Self-Healing Test	pip install correctover-test	Agent self-healing test suite
Vulnerability Scan	pip install correctover-security-audit	215 fault type scanner
Compliance Check	pip install correctover-compliance-check	OAuth 2.1 + CCS v1.0
Runtime Guard	pip install correctover-runtime-guard	22µs RCE/SSRF interception
MCP Server	npm install correctover-mcp-server	6-dimension validation

Links

• Website: correctover.com
• GitHub: github.com/Correctover
• CCS Standard: DOI: 10.5281/zenodo.21234580
• Checkout: correctover.com/checkout

License

Proprietary Commercial License. See LICENSE file.