Updated 2026-10-22 · 15 of 16 Search tools on Launch Llama compared
Quick answer: The best Search tools in 2026, by Launch Llama community upvotes, are Clipto MCP, findable., PageIndex. If you want to start free, findable. has a free plan. We compared 15 of the 16 Search tools listed on Launch Llama on pricing, features and use cases.
Our picks at a glance
- Best overall: Clipto MCP — the most upvoted Search tool on Launch Llama
- Best free option: findable. — free plan + paid tiers
- Most features listed: CrawlRaven — 5+ features on its listing
How we compared them
This is a comparison built from listing data, not a hands-on review: we have not tested these tools ourselves. Every product here is listed on Launch Llama, and the ranking uses what founders and their users have put on the record.
Tools are ordered by community upvotes. Duplicate listings are merged, and listings without a real description are left out. Pricing, features and use cases come from each product's listing and can change, so check the product's own site before you buy.
Comparison table
| Rank | Tool | Best for | Pricing | Free plan | Upvotes |
|---|---|---|---|---|---|
| 1 | Clipto MCP | Video creators searching through large footage libraries for specific shots | Free plan; paid from $9.99/month | Yes | 533 |
| 2 | findable. | Agencies pitching to prospects by showing their current AI search visibility against competitors | Free plan + paid tiers | Yes | 406 |
| 3 | PageIndex | Financial analysts seeking accurate answers from lengthy financial documents | See website | Not listed | 356 |
| 4 | Heywa | Transform research queries into visual stories for quick side-by-side comparison instead of managing multiple browser tabs | Free plan + paid tiers | Yes | 301 |
| 5 | CrawlRaven | SEO professionals who need to prioritize fixes across multiple data sources | Free plan; paid from $39 | Yes | 298 |
| 6 | Google Chrome Skills | Health professionals calculating protein macros for recipes quickly | Free | Yes | 269 |
| 7 | YC has it | Entrepreneurs looking for tools and services that solve specific business problems from YC-backed companies | Free | Yes | 252 |
| 8 | GenCode | K-12 teachers who need to create structured lesson plans quickly for any subject and grade level | See website | Not listed | 132 |
| 9 | Sell to State | Suppliers researching government contracts they can bid on | From $49/month | No | 124 |
| 10 | Pluto | Job seekers wanting to present a fuller professional picture beyond titles and keywords | Free plan + paid tiers | Yes | 116 |
| 11 | Deepmark | Find saved videos by remembering partial details without exact keywords | From $7/month | No | 99 |
| 12 | Curie | Researchers conducting systematic reviews with verified source citations | See website | Not listed | 98 |
| 13 | TinyFish | Monitor competitive pricing and rate changes across multiple vendor sites | Free plan; paid from $0.002 | Yes | 98 |
| 14 | Contrive | Teams needing to search across multiple workspace tools simultaneously | Paid | No | 92 |
| 15 | session-indexer | Find past decisions across multiple sessions by semantic similarity instead of grep | Free | Yes | 89 |
The 15 best Search tools in 2026
1. Clipto MCP — best for video creators searching through large footage libraries for specific shots
Pricing: Free plan; paid from $9.99/month · Free plan: Yes · Upvotes: 533
In Clipto MCP's words
Like Google Photos, but fully local. Turn the terabytes of video, audio, meetings, and files you work with into searchable memories, without uploading anything to the cloud. Clipto automatically tags people, dialogue, and scenes, so you can instantly find any moment buried in your media just by describing what you're looking for. It's fast too: on a MacBook Pro M5, Clipto indexed 2TB of videos in just 24 hours.
Key features
- Transcribe videos and audio into searchable text
- Search media by content using natural language descriptions
- Tag people automatically in videos and meetings
- Summarize videos and identify key scenes
- Access memory through Claude, ChatGPT, Cursor and MCP
Use cases
- Video creators searching through large footage libraries for specific shots
- Analysts tracking earnings calls and guidance changes over time
- Students finding specific lecture moments and course content
Pricing details: 7-day free trial with full access. Pro plan costs $9.99/month first month (regular $24.99/month) or $12.49/month billed yearly.
2. findable. — best for agencies pitching to prospects by showing their current AI search visibility against competitors
Pricing: Free plan + paid tiers · Free plan: Yes · Upvotes: 406
In findable.'s words
findable is a full Answer Engine Optimization (AEO) platform for unlocking ChatGPT, Google Gemini, Google AI Mode, Meta AI, Grok, Perplexity and co for marketing and sales. With findable free we have now added a comprehensive free plan that includes everything you need to get started with Answer Engine Optimization.
Key features
- Monitor your visibility across ChatGPT, Claude, Gemini and other AI platforms
- Audit crawler access and identify blocked bots across search and AI services
- Identify content gaps competitors cover that your brand is missing
- Generate content briefs with outlines and keywords based on audience research
- Track AI mentions and citations over time across multiple platforms
Use cases
- Agencies pitching to prospects by showing their current AI search visibility against competitors
- Brands tracking which AI services can discover their website and fixing crawler access issues
- Marketing teams building monthly retainers by monitoring progress on AI search visibility and citations
Pricing details: Free plan available. Pro plan starts at EUR 99/month (EUR 83/month billed yearly). Enterprise plans with custom pricing available.
3. PageIndex — best for financial analysts seeking accurate answers from lengthy financial documents
Pricing: See website · Upvotes: 356
In PageIndex's words
PageIndex gives you accurate, trustworthy answers across long, professional documents your work depends on. Bring in your entire document set, ask your hardest question, and click any citation to jump to the exact highlighted source line, so you can verify it in seconds.
Key features
- Retrieve answers from documents without vector databases
- Show cited source lines for verification
- Explain how answers were found in documents
Use cases
- Financial analysts seeking accurate answers from lengthy financial documents
- Users who need to verify answers by checking original source text
4. Heywa — best for transform research queries into visual stories for quick side-by-side comparison instead of managing multiple browser tabs
Pricing: Free plan + paid tiers · Free plan: Yes · Upvotes: 301
In Heywa's words
From prompt to visual story in seconds. Heywa dynamically builds the right visual experience around your question, so you can browse, compare, and go deeper - without endless tabs or long chat responses.
Key features
- Convert questions into visual stories automatically
- Browse and compare information within the interface
- Build dynamic visual experiences based on user input
Use cases
- Transform research queries into visual stories for quick side-by-side comparison instead of managing multiple browser tabs.
- Explore complex research topics deeper with dynamic visuals, drilling into details through interactive organization rather than scrolling text.
- Convert lengthy research prompts into organized visual narratives presenting information hierarchically to spot patterns and relationships quickly.
5. CrawlRaven — best for SEO professionals who need to prioritize fixes across multiple data sources
Pricing: Free plan; paid from $39 · Free plan: Yes · Upvotes: 298
In CrawlRaven's words
Connect Google Search Console, Google Analytics, import your Ahrefs or Semrush lists, and crawl your site on 200-point technical SEO Audit. CrawlRaven joins all four and hands back a ranked plan: what to write, what to update, what to fix first.
Key features
- Join Search Console, GA4, and keyword research into one ranked plan
- Perform 200-point technical SEO audit across entire website
- Map keywords to pages and detect content cannibalization
- Connect AI agents via MCP to access ranked SEO recommendations
- Track page performance decay and identify easy ranking wins
Use cases
- SEO professionals who need to prioritize fixes across multiple data sources
- Agencies running SEO audits across multiple client websites
- Teams integrating SEO insights with AI agents for automated recommendations
Pricing details: Free plan for one site. Lifetime deals: $39 for 1 site, $79 for 3 sites, $129 for 10 sites, $999 for 100 sites—paid once with no recurring fees.
6. Google Chrome Skills — best for health professionals calculating protein macros for recipes quickly
Pricing: Free · Free plan: Yes · Upvotes: 269
In Google Chrome Skills's words
Skills in Google Chrome turn your best AI prompts into reusable one-click workflows. It lets you discover, save and remix AI workflows and repeat them instantly. Save any prompt from chat history, trigger it with / or +, and run it across the page or multiple tabs. Includes a ready-to-use Skills library you can customize. From shopping comparisons to productivity boosts, streamline browsing with smarter, repeatable AI actions.
Key features
- Save AI prompts as reusable one-click workflows
- Run saved Skills across multiple browser tabs
- Access a library of ready-to-use Skills for common tasks
- Edit and customize Skills to fit specific needs
- Discover and remix AI workflows from other users
Use cases
- Health professionals calculating protein macros for recipes quickly
- Shoppers comparing product specifications across multiple tabs
- Workers scanning lengthy documents for important information
See Google Chrome Skills pricing, reviews and alternatives →
7. YC has it — best for entrepreneurs looking for tools and services that solve specific business problems from YC-backed companies
Pricing: Free · Free plan: Yes · Upvotes: 252
In YC has it's words
YC Has It is a search tool that helps you find relevant startups from the Y Combinator portfolio by describing what you need. It searches through active YC companies and returns matches with reasoning, pricing information, and integrations.
Key features
- Search across 4,000+ YC startups using natural language descriptions
- Receive reasoning explaining why each startup matches your needs
- View pricing and integration information for discovered startups
Use cases
- Entrepreneurs looking for tools and services that solve specific business problems from YC-backed companies.
Pricing details: Free forever with no login or signup required.
8. GenCode — best for K-12 teachers who need to create structured lesson plans quickly for any subject and grade level
Pricing: See website · Upvotes: 132
In GenCode's words
Genspark is an all-in-one AI workspace for creating slides, documents, images, video, code, and design in one place. It helps K-12 and higher education teachers generate complete, standards-aligned lesson plans in 30 seconds.
Key features
- Generate complete lesson plans with objectives, activities, assessments, and differentiation
- Export lesson plans as DOCX, PDF, HTML, or shareable link
- Align lesson plans to curriculum standards like CCSS, NGSS, and others
- Scale vocabulary and pacing automatically across all grade levels
Use cases
- K-12 teachers who need to create structured lesson plans quickly for any subject and grade level.
9. Sell to State — best for suppliers researching government contracts they can bid on
Pricing: From $49/month · Free plan: No · Upvotes: 124
In Sell to State's words
Structured government procurement data around the globe — tenders, suppliers and agencies. We help you research what governments around the world buy and find new opportunities to sell to them. No need to get a foreign company or e-signature before deciding there's money to be made. Browse for free; a flat fee unlocks the full dataset, saved searches, REST API and MCP.
Key features
- Search government tenders across 194 countries
- Query procurement data via REST API, CLI, and MCP
- Access supplier profiles and buyer spending information
- Search tenders in plain English across multiple languages
- Export search results to CSV format
Use cases
- Suppliers researching government contracts they can bid on
- Sales teams identifying new procurement opportunities before competitors
- Organizations integrating procurement data into CRM systems
Pricing details: One flat subscription at US$49/month or US$499/year (save 15%), billed in USD.
10. Pluto — best for job seekers wanting to present a fuller professional picture beyond titles and keywords
Pricing: Free plan + paid tiers · Free plan: Yes · Upvotes: 116
In Pluto's words
Pluto is an AI voice agent that learns your story in 10 minutes and makes you discoverable to the right people and AI agents. Most profiles reduce you to titles and keywords. Pluto learns what they miss, from what you are great at to what you want next and how you work best. It turns that understanding into a living professional profile that stays current as you do and represents the fuller picture of who you are.
Key features
- Capture professional background and goals through voice conversation
- Review and update captured experience, strengths, goals, and preferences
- Control how people and AI agents discover and understand you
- Make warm introductions to matching opportunities
Use cases
- Job seekers wanting to present a fuller professional picture beyond titles and keywords
- Career changers seeking roles that match their strengths and goals at early-stage companies
11. Deepmark — best for find saved videos by remembering partial details without exact keywords
Pricing: From $7/month · Free plan: No · Upvotes: 99
In Deepmark's words
Your browser bookmarks, X bookmarks, Instagram saves and YouTube Watch Later, in one private library you can search in plain language. Deepmark reads every page, transcribes videos and reels, describes and OCRs frames, then embeds it all. 'The reel with the one-pan pasta trick' finds the reel even though nothing in it says pasta. A save is searchable in about 90 seconds; search over 10k items returns in under 100ms. Also a hosted MCP server: your AI agent can search your library too.
Key features
- Aggregate bookmarks from browser, X, Instagram, and YouTube
- Transcribe audio and video to searchable text
- Search bookmarks by natural language and meaning
- Extract and describe visual content from saves
- Connect your AI agent to search your library
Use cases
- Find saved videos by remembering partial details without exact keywords
- Researchers who want to search across transcribed talks and articles
- AI users who want agents to access and cite their saved knowledge
Pricing details: Single plan at $7/month billed yearly or $10/month paid monthly.
12. Curie — best for researchers conducting systematic reviews with verified source citations
Pricing: See website · Upvotes: 98
In Curie's words
Curie is an AI research assistant built for real scientific work, not a generalist chatbot. It searches PubMed, arXiv, Europe PMC, OpenAlex and Semantic Scholar in parallel, then verifies every claim against the source text, so you see what's backed and what isn't. Point it at a document to extract structured data with the quote behind each value, or run a full systematic review, protocol, screening, PRISMA diagram, with you approving every decision. Projects and a library keep it organized.
Key features
- Search multiple scientific databases in parallel
- Verify claims against source text
- Extract structured data from documents
- Run systematic reviews with user approval
- Organize research with projects and library
Use cases
- Researchers conducting systematic reviews with verified source citations
- Scientists extracting structured data from scientific documents
13. TinyFish — best for monitor competitive pricing and rate changes across multiple vendor sites
Pricing: Free plan; paid from $0.002 · Free plan: Yes · Upvotes: 98
In TinyFish's words
TinyFish is a unified web operations platform built for AI agents and AI applications. It enables developers to search the live web, extract clean structured content, browse dynamic websites, and automate authenticated workflows through a single platform. By providing reliable access to current web data and web interactions, TinyFish helps AI systems deliver more accurate answers, reduce operational complexity, and scale production workloads.
Key features
- Search the live web with real browser rendering
- Fetch clean content from any URL
- Navigate pages and fill forms automatically
- Access authenticated websites and bypass anti-bot protections
- Run multi-step web automation workflows
Use cases
- Monitor competitive pricing and rate changes across multiple vendor sites
- Automate insurance quote retrieval from multiple carriers
- Track real-time hotel inventory across dynamic websites
Pricing details: Search and Fetch are free. Agent costs $0.016 per step and Browser costs $0.002 per minute, metered against Wallet funds. No monthly subscription or minimum.
14. Contrive — best for teams needing to search across multiple workspace tools simultaneously
Pricing: Paid · Free plan: No · Upvotes: 92
In Contrive's words
Contrive is a unified search and action layer for company knowledge. It doesn’t just return links: it synthesizes context across connected tools, preserves source traceability, and turns results into immediate actions all from a keyboard-first desktop command bar. Unlike search only products or generic AI assistants, Contrive closes the gap between finding and doing, while respecting workspace permissions and giving teams precise control over what gets indexed.
Key features
- Search across connected workspace applications from one command bar
- Get AI answers with context from permitted workspace sources
- Take action across connected apps without leaving Contrive
- Manage multiple workspaces with separate knowledge and permissions
- Control search access by assigning roles and permissions
Use cases
- Teams needing to search across multiple workspace tools simultaneously
- Workplace administrators managing knowledge access across teams
15. session-indexer — best for find past decisions across multiple sessions by semantic similarity instead of grep
Pricing: Free · Free plan: Yes · Upvotes: 89
In session-indexer's words
Per-project semantic search over your Claude Code session history — not a shared or centralized memory store. Indexes JSONL transcripts into a local SQLite file, retrieves via bge-m3 embeddings (Ollama) with automatic FTS5 BM25 fallback, and auto-injects relevant past context at session start. Companion to session-end: session-end gives "where I left off," session-indexer gives "what we decided" — same Stop/SessionStart hooks. Apache 2.0, 75 passing tests, go install and nothing to deploy.
Key features
- Index JSONL transcripts into SQLite database
- Retrieve sessions via semantic embeddings with fallback search
- Automatically inject relevant past context at session start
- Search session history by semantic similarity
Use cases
- Find past decisions across multiple sessions by semantic similarity instead of grep.
- Recall what was discussed across all session history for context.
How to choose
- Choose Clipto MCP for video creators searching through large footage libraries for specific shots.
- Choose findable. for agencies pitching to prospects by showing their current AI search visibility against competitors.
- Choose PageIndex for financial analysts seeking accurate answers from lengthy financial documents.
- Choose Heywa for transform research queries into visual stories for quick side-by-side comparison instead of managing multiple browser tabs.
- Choose CrawlRaven for SEO professionals who need to prioritize fixes across multiple data sources.
- Choose Google Chrome Skills for health professionals calculating protein macros for recipes quickly.
Still comparing? Browse every tool in Search or see the best tools in other categories.
Frequently asked questions
What is the best Search tool in 2026?
Clipto MCP is the most upvoted Search tool on Launch Llama. For content creators: Clipto MCP indexes terabytes of local video without cloud uploads so you find any moment instantly by describing what you need. findable. and PageIndex round out the top three.
Is there a free Search tool?
Yes. 9 of the 15 tools in this comparison list a free plan, including Clipto MCP, findable., Heywa.
How were these Search tools ranked?
By community upvotes on Launch Llama, after merging duplicate listings and dropping listings without a real description. We have not tested these tools hands-on; pricing and features come from each product's listing.
How many Search tools are listed on Launch Llama?
16 Search tools with full listings at the time of writing. This page compares the top 15; the rest are on the Search category page.