shaxzodbek-uzb/mcp-confidence

A drop-in confidence gate for LLM agents: turn token logprobs into an accept / verify / ask-a-human routing decision, with honest per-model calibration. Local & open-model first, plus an MCP server.

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mcp-confidence

shaxzodbek-uzb/mcp-confidence

MCP server Claude CodeCodexCursor +2

A drop-in confidence gate for LLM agents: turn token logprobs into an accept / verify / ask-a-human routing decision, with honest per-model calibration. Runs locally from the mcp-confidence Python package.

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