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MCP servers tagged agent-reliability
19 live MCP servers tagged "agent-reliability", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agent-reliability.
Awesome Auditable AI
Auditing AI agents: a curated list of papers, tools, datasets, benchmarks, and standards covering reliability, monitoring, failure attribution, and decision records.
Dunetrace
The runtime reliability layer for AI agents.
Awesome Loop Engineering
🔁 Build reliable recurring AI-agent systems: 1001 resources, 22 operational patterns, 22 loop contracts, 8 runtime starters, an interactive atlas, and a structured dataset.
IgorGanapolsky/ThumbGate
action gates via PreToolUse hooks. Install: `npx thumbgate`.
Auditable
Audit any agent decision across its past, present, and future, on one typed graph.
Sourcerykit
Python SDK for accurate and verifiable agent tool use. Agents verify that answers came from the right source and were not changed. Downstream agents detect 100% of errors and retr…
Buildaharness
Aielia — an open-source everyday chat assistant that runs a full 11-layer agent harness (world model, control-state gate, verification, recovery, learning) on every turn. Plus a v…
Trustabl Cursor
Bring Trustabl's AI-agent safety & reliability scanner into Cursor — scan your agents, tools, and MCP servers, get a production-readiness score with severity-ranked findings, and…
Execution State Preflight
Move both the checklist and the verdict outside the model. Slot-based preconditions for irreversible tool calls — execution reads a verdict record, never a conditional.
Freshctx
Pre-action evidence revalidation for AI agents. Detect stale reasoning before agents write, send, update, or delete.
Reprise
Deterministic record/replay & time-travel debugging for AI agents. Local-first, MCP-native.
Agent Neutral Harness
Reliability, memory, and model-routing for AI coding agents — you keep your agent loop, pass it in as execute_fn(model, task). Local-first, MIT.
Agent Studio Open
Connect agent systems, inspect tool traces, replay failures, compare candidates, and export regression evidence.
Awesome Agent Reliability
The curated map of the agent-reliability field.
AgentTrustOps
Side-effect governance, approvals, crash-safe idempotency, reconciliation, and audit for AI agents.
Action Receipt
Deterministic per-action effect receipts for browser agents, as an MCP server: dispatch → settlement → delta → verdict, no model in the loop
Agent Reliability Evidence Pack
Public reference fixture, evidence report, and bounded patch for one agent reliability failure
Ops Agent Platform
Production-oriented AIOps agent engineering prototype with MCP, LangGraph, AG-UI, durable state, reliable tool execution, HITL, sandboxing, and evals.
Enterprise Agent Reliability Lab
A production-oriented enterprise AI agent with MCP tools, Agent Skills, tracing, reliability controls, and reproducible evaluations.