AI & Agent Tools MCP Servers

Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.

Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.

AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.

Abnormal Security email threats, cases, and reporting in your terminal and your AI agents.

Local-first, source-traceable agent memory — no LLM at ingest, fully offline

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

Operate PagerDuty from your AI agent via MCP.

AI bookkeeping for small business. Create invoices, log expenses, and check P&L by voice or text.

The first real CLI for the Acronis Cyber Protect Cloud platform - every tenant, agent, and usage

Create, run, and analyze NetLogo agent-based models through natural conversation

Private agent payments on Solana via ZK proofs: deposit, withdraw, list pools, estimate fees.

Semantic + structural code search MCP server for AI-native development.

MNE-Python neurophysiology analysis (EEG, MEG, sEEG, ECoG, fNIRS) via the Model Context Protocol

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

Deterministic dev tools for AI agents over MCP: hashing, encoding, formatting, codegen, and more.

Makes any AI agent globally reachable and discoverable—no cloud, domain, or port forwarding needed.

AI interior design — restyle rooms, place furniture, and virtually stage spaces from a photo.

Cinema-quality science visualization for AI agents — headless VTK via MCP.

Capture the screen, read/render notes, and upload files on a Ratta Supernote from an AI agent.

Automate Windows WPF apps from AI agents with semantic UIA selectors and FlaUI test generation.

Run Scrapeer visual web-scraping flows from AI agents.

MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.