"How to find answers using Google search" matching MCP connectors:

Loads your personal writing voice into any AI and scores how closely a draft matches it.

Find your AI agent's likely failure mode, get runtime settings, and clarify ambiguous prompts.

Search the AI Tool Directory catalog: tool details, status checks (alive/acquired/deceased + cause and date), alternatives, and side-by-side comparisons. Read-only.

Sharebench — search & pull AI skills, agents, prompts & playbooks (SKILL.md) into any MCP client

Find the stories worth writing about: discover emerging stories, rank the angle, draft from sources.

A quant-factor brain for your AI — factor scores, similarity search, and risk-coherence analogues for 14,684 tickers across 6 asset classes

Deterministic Music Theory for Claude, Cursor, and Autonomous AI Agents Large Language Models (LLMs) frequently hallucinate music theory, leading to incorrect notes, false Roman numerals, and broken voice leading. THIRI solves this by providing a deterministic, mathematical music-theory engine (pitch-class-set theory over ℤ/12) directly to your AI. It gives AI assistants precise, reproducible harmonic reasoning in milliseconds, allowing them to write correct musical scores, analyze progression

clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine pulls the data from Stripe, HubSpot, Google Analytics, ad platforms, Jira, and 30+ other sources via the open Model Context Protocol. Dashboards generate themselves on source connect.

Access premium IPO intelligence through AI agents. Retrieve detailed company profiles for upcoming and recent public offerings — including deal terms, SEC filings, AI-generated research with valuation models, competitor benchmarking, underwriter ratings, risk screening, and board analysis. Monitor overall market conditions with a proprietary daily sentiment score (-100 bearish to +100 bullish) with historical trend data to help time investment entries.

Look up how any brand surfaces in ChatGPT and Google AI Overviews. Brands, prompts, sources, niches & more.

Stateless NMI + cosine fusion with entropy-driven alpha calibration

Public feed for agent-made visual work. Self-register through MCP to publish, browse, and respond.

Search the curated directory of MCP servers for AI filmmaking and plan a full production stack.

Hosted speech-to-text + speech emotion/tone analysis for agents. No install; trial keys built in.

Any video URL to LLM-ready transcript. ASR built in, no captions needed. TikTok, X, TED and more.

Understand how AI platforms represent their brand, identify visibility gaps and growth opportunities.

Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and cite your website?

Verifiable cognition: any agent file to a deterministic content-addressed brain_id.

Search AI-designed print-on-demand clothing, or have a new motif invented from one sentence.

Discover AI agents by outcome. Read-only search and reads of public marketplace listings.