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MCP servers tagged calibration
24 live MCP servers tagged "calibration", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with calibration.
Headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP s…
Awesome Jev Live
Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours.
Endgame
A unified framework for tabular, time-series, and multimodal machine learning
Jev Style
Small, calibrated decision models on your own machine: systemone-compatible local server, 6 agent skills, Claude Code guard, MCP tools. Weights on Hugging Face.
Tenbin
MCP server and agent skill for the TypeSafe AI System One API (Jev): decompose a judgment into Choice / Score / Noul questions, lint them, measure on labelled data, and put calibr…
Laya MCP
MCP server for Laya typed decisions (noul / choice / score): warm model sidecar, token-budget preflight, persisted calibration, honest confidence.
KlipperLearn
Free, open-source calibration evidence and reviewed slicer presets for 3D printers. Phone-optional tools and experimental integrations; supervised testing required.
Laya MCP
MCP server for Laya typed decisions (noul / choice / score): warm model sidecar, token-budget preflight, persisted calibration, honest confidence.
Headroom
More human oversight can make an AI agent less safe. Headroom is a human-in-the-loop firewall for coding agents that measures when to trust the human: oversight as resource alloca…
Bayesoutputgate
Calibrated output validation with the Bayes Factor: weigh per-dimension quality scores into a pass, fail, or escalate decision on the Jeffreys scale, not an arbitrary threshold. Z…
Calibrated Copilot
Calibrated Copilot — a Gemini 3 financial agent that gives calibrated, risk-adjusted answers instead of confident guesses. Built with Google Agent Builder + MongoDB MCP. Quantifie…
Litmus
An AI reproducibility auditor that predicts whether a scientific paper's claims will replicate. Deterministic forensic checks, multi-source retrieval, calibrated verdicts, and an…
Tiny Decision
? Tiny Decision - A Local Harness & Deployment Platform for System One Models. In-process GGUF/ONNX runtime, calibrated confidence, visual DAG pipelines, and MCP export.
Bayesconsensus
Dawid-Skene consensus for multi-agent and multi-LLM disagreement: learn each agent's reliability and the true answer with calibrated confidence. Zero dependencies, node-free, Type…
Agentgate
Policy, human approval, and a tamper-evident audit trail for AI agent tool calls
Policy Reasoning Bench
Hand-built benchmark of regulatory and cost-benefit analysis tasks with expert rubrics — philosophy, economics, law/policy.
Autonomous Venture Capital
Autonomous AI agents that create and fund startups in real-time. Built with CrewAI, Gemini 2.5 Flash, FastAPI, and Model Context Protocol (MCP).
AI Portfolio Manager
An autonomous LLM fund that scores its own stock predictions — Brier score, calibration curves, eval + ablation harness — and serves its full decision history over MCP. LangGraph…
Bayescausal
Calibrated incident root cause inference for TypeScript: declarative Bayesian networks with exact and approximate inference and the do-operator, zero runtime dependencies.
Openportfolio
Self-hosted portfolio tracker: every account as one net worth, the investor flows behind the price, and a Brier-scored record of the calls you made. No provider API key.
SystemOneEngine
High-performance, calibrated non-autoregressive decision engine (<4ms CPU) powering dual-process agent reflexes, Antigravity IDE lifecycle hooks, MCP server, and OS automation.
Sapience
Persistent semantic memory + judgment ledger for Claude Code (MCP server)
Caliber
Trust protocol for AI agents. Prove capability through calibration, not claims.
Nostradamus Intellect MCP
Nostradamus Intellect as an MCP server and CLI: search, read and verify sealed forecasts graded in public. Read-only, no dependencies.