AI & Agents MCP Servers for Perplexity

Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.

Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.

Shared versioned state for multi-agent AI workflows

Inspect AgentMark traces and drive AgentMark Cloud: apps, experiments, metrics, deployments.

Typed decision tools for AI agents, powered by TypeSafe Jev.

FIBER decision-context compiler with honest omission accounting: 259 evidence-bearing MCP tools.

AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.

MCP bridge for inter-session communication between Claude Code instances

Durable local-first MCP relay for independent coding agents.

Search agent skills ranked by measured lift vs a no-skill baseline, with safety and rankings.

MCP server for grounding / hallucination checking: verify a claim against evidence (Supported/Refuted/Not Enough Evidence) — for AI agents.

AI Agent Guardrails MCP server - security layer

Orchestrate multiple terminal AI CLIs (Claude Code, Codex...) into an office: employees in split real windows collaborating via an MCP bus,

MCP server for a federated AI-commons governance simulation with a verified compliance oracle.

Version-controlled golden datasets and RAG evaluation, no API key needed.

High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

MCP server that nudges better AI session behavior through token usage and efficiency analysis

Discover Kavel's AI photo/video generators, get tuned prompts, and open the right tool on kavel.ai.

The drift harness as an MCP server. Offline, no key — a fixed reference an agent checks against.

Local-first, multi-provider tool that captures LLM API spend and exposes it to coding agents via MCP

Model routing for AI agents: delegate bulk reads & boilerplate to cheap worker models.