"Known" matching MCP connectors:

Map messy columns to a known schema — 7 scorers, domain dictionaries, F1 0.84. Zero config.

InsideOut by Luther Systems — Agentic AI for cloud infrastructure design, setup, pricing, deployment, and active management. Generates Terraform for AWS and GCP. Hosted A2A agent — describe your application in plain language and InsideOut designs, costs, deploys, and manages production-ready cloud infrastructure.

Team docs served to AI agents over MCP - search, Markdown reads, version pinning, read audit.

Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

CISA Known Exploited Vulnerabilities catalog

OrganiKPI MCP: search and fetch services, posts and tools as clean markdown (read-only).

High Intent Fresh signal Lead Finder

Shared debugging memory for AI coding agents

AI-curated book catalog that eliminates hallucinations and surfaces lesser-known titles.

Audits any MCP server for command injection, path traversal, missing auth, hardcoded secrets, SQL injection, SSRF and tool poisoning. Returns grade A-F with CVE references. Malicious servers flagged network-wide after audit. Now with shared learning brain.

Verifies AI agent wallets, domains and manifests before any transaction. Returns TRUSTED/UNVERIFIED/SUSPICIOUS/BLOCK with full signal breakdown. Connected to EMA shared brain - bad actors flagged here are blocked network-wide instantly.

Real-time prompt injection and jailbreak detection for AI agents. Blocks instruction overrides, data exfiltration, tool poisoning and 8 attack types. Now with shared learning brain - confirmed attacks shared across the EMA network instantly. Grade A security for any AI pipeline.