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MCP servers tagged ai-reliability
14 live MCP servers tagged "ai-reliability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-reliability.
Lintlang
Static analysis for AI agent configs, tool descriptions, and system prompts — catches vague tool descriptions, missing stop conditions, and schema gaps before they reach runtime.…
Zer0dex
A local dual-layer memory pattern for AI agents: a compact, human-readable markdown index paired with semantic retrieval from a local vector store, queried before each message. Fo…
Hermes Prime
Drift-prevention session-init convention card for fresh Claude Code sessions. Injects a self-contained card so a new session opens with its grounding triggers, calibration rules,…
Realm
MCP server for Realm — exposes 7 tools for AI agent connections over stdio or HTTP.
Jev Decision Layer
Open-source decision layer for AI agents. Typed task, tool, skill and review routing through TypeSafe Jev, with local policy gates and auditable receipts.
Hermes Rubric
Evidence-first LLM-as-judge scoring for AI artifacts — papers, PRs, prompts, cold emails: synthesizes a rubric, collects quoted-evidence citations, scores only against that eviden…
Hermes Prime
Drift-prevention session-init convention card for fresh Claude Code sessions. Injects a self-contained card so a new session opens with its grounding triggers, calibration rules,…
Jev Codex Workbench
Codex plugin and MCP server for TypeSafe Jev decisions and recoverable context reduction, with optional local Laya-MLX and token/time measurement tools.
Omni Io
AI customer support that degrades gracefully instead of failing. Multi-tenant RAG on NestJS, PostgreSQL RLS + pgvector, BullMQ, Gemini and React: every answer cited, traced and te…
Truthlens
AI hallucination detector with formally verified trust scoring for LLM outputs. No API keys needed.
Rtrace Agent Reliability
R-TRACE: Stateful agent evaluation and release reliability with reproducible Windows GPU evidence.
Argus AI Reliability Platform
Self-healing AI reliability platform: LangGraph multi-agents + MCP tool execution + RAG-grounded Gemini evidence to detect, diagnose, and safely recover from LLM/RAG/agent failure…
Trusted Transcription
Catches an AI's confident mistakes before they reach a client — what turns an impressive demo into something you can invoice.
LLM Capability Framework LCF
Precision-Matched Intelligence. The LLM Capability Framework (LCF) is a structural standard for mapping specific task requirements to the most effective model architecture, token…