"An incomplete or malformed search query" matching MCP connectors:
Matching Connector Tools:
PreVibe turns a raw product idea into a market research report you can act on. Describe your idea in plain language. PreVibe runs live web research and returns a verdict badge, a score, a short summary, the key findings, and the three strongest bets - the angles most likely to work, and why now. Key figures come with clickable sources, or are marked honestly when no source exists. You also get the main reasons the idea could fail, and what would change the answer. From a finished report you can go further: - Deep dives expand the idea, or any top bet, into positioning, MVP scope, and a go-to-market angle. - Brand names generate name ideas grounded in your research, then check domain availability through a registrar. The connector's tools cover the whole workflow. Some only read data you already own: list and fetch researches, deep dives, and brand-name runs, and check your credit balance. Others create, retry, or delete. Every tool declares what it does through standard MCP annotations, so you can see which ones only read and which ones change something before you approve. Who it is for: solo founders and small teams who want evidence before committing weeks of build time. Before you connect: a free PreVibe account, created with Google sign-in. New accounts include a free credit to start. Generating a research, a deep dive, or a brand-name run costs 1 credit each. Everything else - listing, fetching, retrying, deleting, checking domains, checking credits - is free. Your ideas stay yours. We configure our AI providers for zero data retention where that option is available.
AI visibility tracking & website fixes for better AI search presence
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
Scores a business's online presence 0–100 and names the top issues to fix — search visibility, whether AI assistants can read and recommend it, speed and first impression, trust, and how easy the business is to reach. Give the scan_website tool a URL and it returns the score with the top issues, in chat. English and Arabic. By BottleTech (bottletech.net).
Connect Claude or any MCP client to Thread Otter, a GTM agent for founders. Free tools with no key: find_buyer_threads (give it a website URL and get recent Reddit threads where that product's buyers are asking for it, report in ~3 minutes), reddit_demand_board (weekly demand across 40 communities with thread receipts), and subreddit_rules (promotion posture for 2,000+ profiled subreddits). With an API key: read your buying-intent mentions across Reddit, X, LinkedIn, and Bluesky, check your pipeline, and propose posts and reply drafts in your voice. Propose-only by design: nothing sends without your approval flow. Keys at threadotter.com/connect.
Connect Claude, Cursor or any MCP client to AppSigma and let your AI research apps, read reviews and track rankings on its own – no glue code.
Access Versium's B2B2C identity graph directly through your AI agent. Generate targeted lead lists, enrich records with contact and firmographic data, validate emails, and size audiences — all through natural language. No manual exports or API coding required. Requires an active Versium REACH subscription with API access.
Search, compare, order and track French backlink placements through the Nautilinks catalog.
TopFood publishes digital restaurant menus with QR codes. Give it a menu (text, photo transcription, or description) and it creates a live, shareable menu page the restaurant owner can claim for free — no signup required upfront.
Turn an article into several X/Twitter thread drafts, each with a different hook
Screenshot, PDF, OG-image, and page extraction (markdown/JSON) over MCP. Bearer key or x402.
Full Google Ads management: read (campaigns, performance, ROAS, keywords, search terms) and write (p
21 tools: search 4,000+ Australian promotional products with live pricing, quotes and curated edits.
AI backlink marketplace as MCP tools: agents search 50,000+ vetted donor sites, order dofollow backlinks and publish them from the account balance. 7 tools, hosted endpoint, no install.
AI-triaged brand, competitor and demand mentions from Reddit, Google News and search.
Promote your app or software with UGC creator videos. Agent drafts the campaign, a human funds it.
Let AI agents buy dofollow backlinks: search 50,000+ vetted sites, order, publish. 7 hosted tools.
A read-only verified record of agent-operable GTM tools: search, fetch, compare, track changes.
SEO SERP MCP — Google organic search results via DataForSEO (dataforseo.com)