# RNWY vs TinyFish

RNWY records 2,345 monthly visits with -30.7% month-over-month growth and Free pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

| Metric | [RNWY](https://openaitools.app/tool/rnwy) | [TinyFish](https://openaitools.app/tool/tinyfish) |
| :--- | :--- | :--- |
| Website URL | https://rnwy.com | https://www.tinyfish.ai |
| Categories | AI Agent, AI Social Media, Blockchain, Web3 | AI API, AI Agent, AI Browsers, AI Web Scraping |
| Pricing Model | Free | Freemium, Contact for Pricing |
| Monthly Visits | 2,345 | 1,124,952 |
| MoM Growth Rate | -30.7% | +199.7% |
| Primary Market | United States | United States |
| Direct Visits | 919 | 401,320 |
| Review Score | 4 | 4.4 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## RNWY

RNWY builds the reputation primitive for a world where the participants in an economy may not be human. Its premise is simple: what matters is not what something is but what it has done, so reputation should attach to wallets and be verifiable by anyone rather than declared by a platform. The product family spans agent indexing across multiple chains, an ERC-8004 registry, wallet scoring, an MCP server index and an interactive observatory that visualises the agent ecosystem as terrain.

The distinguishing claim is transparency of scoring. Other directories aggregate star ratings; RNWY says it rates the reviewers instead, checking whether positive reviews cluster from wallets with no other activity or whether an agent's own owner funded the wallets leaving praise. Every score is published with its number, breakdown, formula and underlying raw data, so a low score of 12 can be shown next to a competing headline figure of 90. Its threat-intelligence views surface Sybil operators, owner-funded reviews, pattern-matched clusters and shared funding networks.

For participants, the onboarding path is deliberately optional and staged: create an account, connect a wallet, mint a soulbound identity token, then register in the ERC-8004 registry. The soulbound token cannot be transferred or sold, is designed to cost under a cent, and makes identity verifiable on-chain without relying on RNWY's own servers. Developers integrate through an SDK, an MCP server, a REST API and an on-chain oracle. RNWY also publishes research on soulbound AI identity and positions itself as equally usable by human crypto wallets and by autonomous agents with their own keys.

**Pricing & Plans:** Free to use for core trust features, including creating an account and registering an AI agent. Minting the soulbound identity token is designed to cost under $0.01 in network fees, plus normal on-chain gas. Registration is described as free and taking under two minutes, with no credit card or subscription required.

- **Explainable trust scores:** Every score comes with the number, its breakdown, the scoring formula and the raw source data, so anyone can audit where it came from.
- **Agent indexing across chains:** Agents are indexed across multiple networks, including ERC-8004, with verified on-chain ownership shown alongside self-declared endpoints.
- **Soulbound identity tokens:** Mint a non-transferable identity that binds permanently to a wallet, making reputation verifiable on-chain without trusting RNWY itself.
- **Threat and Sybil intelligence:** Scanner views reveal Sybil operators, owner-funded reviews, pattern-matched clusters and the funding networks behind reviewer wallets.
- **Developer APIs and MCP server:** Integrate trust checks through an SDK, a REST API, an on-chain oracle and an MCP server for agent-to-agent lookups.

**Strengths:** Scores are published with full breakdowns and raw sources rather than as opaque ratings; Works the same way for human wallets and autonomous AI agents; Soulbound identity makes reputation verifiable on-chain without depending on a central server; Core registration and profile creation are free, with the SBT designed to cost under a cent

**Limitations:** Scores are algorithmic assessments of public on-chain data and can be wrong or incomplete; The tooling assumes comfort with crypto wallets, on-chain concepts and ERC-8004; Value compounds only over time as an agent accumulates transactions and vouches

[Profile (Markdown)](https://openaitools.app/tool/rnwy.md)

## TinyFish

TinyFish describes itself as the web stack for AI agents: a serverless platform that lets agents search, extract, browse and act on the live web. Rather than a single point tool, it groups several products under one API key and one wallet — TinySearch for fresh, browser-rendered web search returned as structured JSON, TinyFetch for turning any URL into clean Markdown, JSON or HTML, TinyBrowser for real cloud browser sessions driven with Playwright, Puppeteer or CDP, TinyAgent for plain-English multi-step automation, and TinyMonitor for alerts when a page or topic changes.

The platform is aimed at production workloads rather than demos. It emphasises reliability and structure, real browser rendering instead of thin cached results, persistent session state, and the ability to handle authenticated flows. Supporting pieces include TinyVault for connecting 1Password or Bitwarden so credentials stay hidden from the model, TinyProfiles for saving signed-in sessions, and step-by-step run recordings so you can audit exactly what an agent did on a site.

TinyFish is designed to slot into existing developer stacks. It is promoted for use alongside Claude, ChatGPT, Cursor and other agent runtimes, offers an MCP connection, Python SDK and CLI, and is positioned for workloads such as price monitoring, record enrichment, deep research and supplier-portal automation. Entry-level search and fetch calls are free, while agent steps, browser minutes and monitoring checks are metered on a pay-as-you-go wallet basis, with an enterprise track for larger deployments.

**Pricing & Plans:** Freemium and usage-based. Search and basic fetch are free with no search fee, while TinyAgent is billed per step, TinyBrowser per minute and TinyMonitor per check from a prepaid wallet; new users can claim a small free credit. Enterprise plans are custom — confirm current rates on the pricing page.

- **TinySearch:** Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee.
- **TinyFetch:** Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model.
- **TinyBrowser:** Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol.
- **TinyAgent and TinyMonitor:** Give an agent a goal in plain English and it navigates, fills forms and returns structured results; monitoring fires alerts when a tracked page or topic changes.
- **One API key, one wallet:** Search, fetch, browser and agent products share single authentication and billing, plus an MCP connection, Python SDK and CLI.

**Strengths:** Consolidates search, fetch, browsing, agent automation and monitoring behind one API key and wallet; Browser-rendered, uncached results rather than thin cached snippets; Free search and fetch tiers lower the cost per task compared to several paid search APIs; Strong developer ergonomics: MCP, Python SDK, CLI and integrations with popular agent runtimes

**Limitations:** Agent steps, browser minutes and monitoring checks are metered, so heavy automation volumes add up; More complex auth flows still carry the usual fragility of driving third-party sites; It is infrastructure for builders — not aimed at non-technical end users

[Profile (Markdown)](https://openaitools.app/tool/tinyfish.md)

## Frequently Asked Questions

### How do RNWY and TinyFish compare in monthly traffic?

RNWY has 2,345 monthly visits, while TinyFish has 1,124,952. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

RNWY has a month-over-month growth rate of -30.7%; TinyFish has +199.7%.

### How does pricing compare?

RNWY: Free. Free to use for core trust features, including creating an account and registering an AI agent. Minting the soulbound identity token is designed to cost under $0.01 in network fees, plus normal on-chain gas. Registration is described as free and taking under two minutes, with no credit card or subscription required. TinyFish: Freemium, Contact for Pricing. Freemium and usage-based. Search and basic fetch are free with no search fee, while TinyAgent is billed per step, TinyBrowser per minute and TinyMonitor per check from a prepaid wallet; new users can claim a small free credit. Enterprise plans are custom — confirm current rates on the pricing page.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API. | [.md](https://openaitools.app/tool/apify.md) |
| 2 | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | 1,828,239 | -1.9% | Freemium, Contact for Pricing | Provides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities. | [.md](https://openaitools.app/tool/firecrawl-dev.md) |
| 3 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools. | [.md](https://openaitools.app/tool/exa-ai.md) |
| 4 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish. | [.md](https://openaitools.app/tool/bright-data.md) |
| 5 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints. | [.md](https://openaitools.app/tool/jina-ai.md) |
| 6 | [Browserless](https://openaitools.app/tool/browserless) | 185,543 | -21.2% | Freemium, Paid, Contact for Pricing | Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs. | [.md](https://openaitools.app/tool/browserless.md) |
| 7 | [Yep.com](https://openaitools.app/tool/yep-com) | 155,834 | +6.2% | Free | Provides independent web search and agent grounding, but lacks content fetching and browser automation features. | [.md](https://openaitools.app/tool/yep-com.md) |
| 8 | [Surf](https://openaitools.app/tool/surf) | 116,252 | -18.9% | Free, Pro, Max, API credits | Institution-grade crypto and equities intelligence, delivered through a chat-style AI analyst. | [.md](https://openaitools.app/tool/surf.md) |
| 9 | [ATXP](https://openaitools.app/tool/atxp) | 106,839 | -39.7% | Freemium | Identity, payments, and pay-per-use tools for AI agents | [.md](https://openaitools.app/tool/atxp.md) |
| 10 | [ScrapeGraphAI](https://openaitools.app/tool/scrapegraphai) | 91,362 | -25.7% | Freemium, Paid, Contact for Pricing | Uses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features. | [.md](https://openaitools.app/tool/scrapegraphai.md) |

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Source: https://openaitools.app/compare/rnwy-vs-tinyfish

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)