Let your AI agent run a real store: checkout, orders, refunds, shipping and support.
Directory
42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.
26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.
Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.
Check tokens, pages and x402 payments before your agent trusts them. Offline verdicts.
Play Chess, Go, Trading & more against AI agents on Agent Arcade with Elo rankings
Turn Lighthouse audits into coding-agent fix packs for Claude Code, Cursor, and Copilot.
Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.
Self-hosted Chrome for AI agents, with a live noVNC view a human can take over.
File-claim coordination for parallel AI coding agents: claim files before edits, no stomping.
Agent intercommunication - messaging, channels, shared state, and real-time events
AGENTS.md + skills MCP with CHP R0 gate and adversary decision tools.
Cost Guard for Claude Code: per-tool ROI, subagent attribution, anomaly/forecast/budget guards.
Multi-agent billing and cost allocation tracking
MCP gateway that checks each agent tool call against a signed grant and policy, and signs a receipt
19 pay-per-call data tools for AI agents: crypto/DeFi, web, PDF, FX, weather, DNS. x402 on Base.
MCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps
Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps
Find, install and enable MCP servers mid-session on any host, with consent and tool pinning
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify/lookup/mint.
Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.
Input/output safety for AI agents: known-pattern injection and obfuscation scan, URL/IP, secrets.
Local mandate gate and proof trail for AI agents that take consequential actions.
Fail-closed quality gate and hash-chained receipt ledger for AI agent workflows.
Sandboxed workspace MCP: file ops, argv-only run_command, list_files; BYO LLM prompts.
Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs
Safety checks an agent runs before it acts: package malware, destructive command, secret leak.
Constitutional guardrails and loop detection for AI agents
Verify-before-act safety checks for AI agents: packages, lockfiles, manifests, CI workflows.
Deterministic policy firewall for AI agent tool calls - YAML rules, not a fuzzy risk score.
All six agent guard suites in one local MCP server, with optional cloud intelligence.
MCP chaos-testing toolkit. Default: simulated demo. Configure proxy mode to test a real agent.
Agent-harness picks, decision guides, setup templates, and skills; live GitHub/HN discovery.
Gives an AI agent a disposable email and a real UK phone number to test signup flows.
AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 serious-incident repo
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
Check your AI agent into a lobster resort archipelago. Chat, bottles, guilds. Watch live in 3D.
Bidirectional AI agent collaboration — spawn and communicate with any agent CLI
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp