Iris
Local installStop shipping agents on vibes. Score every agent output for quality, safety, and cost.
4,933 servers in AI & Agents
Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.

Local, private AI chat history search & memory: BM25 over your Cursor, Claude and ChatGPT chats.
Your AI memory as a local folder you own. Every app shares it; you see and can undo each change.
Self-hosted MCP gateway: connect 1,178 apps once and use them from any AI agent.
Lint Jev and Luna decision-model questions, or ask the model to check them with your key.

Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.

Local-first project memory with legacy MCP and 2026 discovery compatibility.

Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud.
Local knowledge graph memory for agents. SHACL rules refuse bad facts; SPARQL and time travel.
LLM benchmark rankings, drift status, incidents and Smart Router previews from AI Stupid Level.
Long-term memory for Claude: Markdown in a git repo you own. Survives context compaction.
Runs non-urgent LLM tasks at the cleanest grid hour before a deadline, via Batch APIs when allowed.
AI API gateway MCP: Claude, GPT, Gemini, Grok & Kimi with one Zerouter API key, plus API pricing.
Session continuity for AI assistants: resume any work lane where the last session stopped.
Self-hosted catalogue of your skills, agents and MCP servers, searchable by meaning over MCP

Local hybrid-search memory for AI agents over plain Markdown. Multi-tenant, offline, no LLM.
Windows x64/Python 3.12 MCPB preview: governed local tools and persistent profiles.

Verifiable, portable AI memory. Optional vault: encrypted on your machine, 12 words only you hold.
Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.
Persistent, structured project memory for AI coding agents, stored locally in SQLite.
Local visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.
Content contract layer: read-only retrieval over protocol, modules, pipelines, assets, library.

Multiplayer for AI coding agents: collision detection before the edit, messaging, delegation.
Structured web research tool for AI agents: search, fetch and shape web data into the JSON schema…
Query core AI knowledge, essays, executable Labs, Homeric data and epistemic claims.
Preflight QA for AI-agent deliverables with structured verdicts and repair guidance.
One connector for 15,000+ MCP servers plus your team's private MCPs, from any AI client.
Persistent memory shared across Claude, ChatGPT, Grok and other MCP clients.
Discover, search, invoke, and rate A2A (Agent-to-Agent) protocol agents.