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Correctover

Correctover MCP Server

Official

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
GROQ_API_KEYNoAPI key for Groq provider
GROQ_BASE_URLNoBase URL override for Groq
ZHIPU_API_KEYNoAPI key for Zhipu AI provider
OPENAI_API_KEYNoAPI key for OpenAI provider
ZHIPU_BASE_URLNoBase URL override for Zhipu AI
OPENAI_BASE_URLNoBase URL override for OpenAI (e.g., https://your-proxy.com/v1)
DEEPSEEK_API_KEYNoAPI key for DeepSeek provider
MOONSHOT_API_KEYNoAPI key for Moonshot provider
TOGETHER_API_KEYNoAPI key for Together AI provider
ANTHROPIC_API_KEYNoAPI key for Anthropic provider
DASHSCOPE_API_KEYNoAPI key for Alibaba Qwen (DashScope)
DEEPSEEK_BASE_URLNoBase URL override for DeepSeek
MOONSHOT_BASE_URLNoBase URL override for Moonshot
TOGETHER_BASE_URLNoBase URL override for Together AI
ANTHROPIC_BASE_URLNoBase URL override for Anthropic
DASHSCOPE_BASE_URLNoBase URL override for DashScope
SILICONFLOW_API_KEYNoAPI key for SiliconFlow provider
SILICONFLOW_BASE_URLNoBase URL override for SiliconFlow

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{}
prompts
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
chatA

Send a chat message to an LLM with automatic output verification. Routes through the best available provider, validates the response across 6 dimensions (structure, schema, latency, cost, identity, integrity), and auto-heals on failure by retrying or failing over to another provider. Returns the response text plus a validation report showing which dimensions passed or failed.

healthA

Check health and availability of all configured LLM providers. Returns a list of active providers with their default models and session statistics. Call this first to verify your configuration before using the chat tool.

providersA

List all supported LLM providers with their configuration details, default models, base URLs, and current status. Use this to see which providers are available, what model each uses by default, and whether custom base URLs are configured for proxy or mirror setups.

statsA

Show Correctover session statistics including total API calls, validation pass rate, failover count, active providers, and server version. Use this after a working session to review reliability metrics and see how many self-healing events occurred.

validation_historyA

Query recent validation results with pagination. Returns the most recent LLM call validation records, newest first. Each record includes provider, model, latency, pass/fail status, validation score, and failure reasons. Use limit and offset to paginate through results. Default returns the 20 most recent records. Maximum 100 per page. The buffer holds up to 500 records; older entries are automatically overwritten.

Prompts

Interactive templates invoked by user choice

NameDescription
verify-outputVerify a specific piece of AI-generated content for correctness, completeness, and reliability across 6 dimensions. Use this when you want to check if a response is trustworthy.
compare-providersCompare responses from multiple LLM providers on the same prompt to identify quality differences, hallucinations, or inconsistencies. Useful for provider selection and reliability testing.
reliability-auditRun a comprehensive reliability audit on your LLM provider configuration. Tests connectivity, validates API keys, checks response quality, and identifies potential failure points in your setup.

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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