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features
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Description

SerpKite serves as a comprehensive API for Google search and web data, tailored for developers who are creating AI agents, RAG pipelines, research tools, SEO processes, and various applications requiring up-to-date search information. This singular API encompasses an array of results including web pages, news articles, images, videos, maps, places, reviews, shopping items, scholarly articles, patents, and autocomplete suggestions, in addition to features like webpage-to-Markdown transformation, URL extraction, site mapping, asynchronous crawling, and scheduled monitoring. The responses can be formatted in structured JSON, compact JSON, or Markdown, making them suitable for integration into applications and workflows that utilize language models. Furthermore, SerpKite provides SDKs for TypeScript, Python, and Go, along with a remote Model Context Protocol (MCP) server, and it has well-documented integrations with platforms such as LangChain, CrewAI, LlamaIndex, and Vercel AI SDK. Users can also benefit from prepaid credit packs that have no expiration date, alongside a free tier upon registration that includes recurring monthly credits, ensuring that users are not charged for failed or empty requests. Overall, SerpKite is designed to enhance the efficiency and capabilities of developers working in various domains that rely on timely and accurate web data.

Description

Vulnify serves as a runtime authorization platform tailored for developers and security teams creating AI agents that interact with tools or APIs. Prior to executing a tool, the agent transmits action metadata—which encompasses details about the agent, the action being taken, the resource involved, the destination, and the count of records—and subsequently receives a decision categorized as ALLOW, REVIEW, or BLOCK, accompanied by a risk score ranging from 0 to 100 along with justifications. Teams have the flexibility to define and test YAML policies via a command-line interface, while also incorporating checks through Node.js or Python SDKs, a REST API, or various adapters compatible with agent frameworks. Additionally, the monitor mode enables the logging of decisions without hindering actions, and in the event that Vulnify becomes unavailable, a fail-closed protocol will prevent actions unless a fail-open setting is established. An audit log that utilizes hash chaining maintains a record of decisions made, with paid subscriptions offering the inclusion of human review processes. Typical applications of Vulnify include overseeing data exports, managing external communications, processing payments, and other actions initiated by agents. It is important to note that Vulnify focuses on evaluating action metadata instead of the actual contents of the records affected, ensuring a streamlined approach to authorization. Overall, this unique system helps enhance security and compliance for AI-driven operations.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

No images available

Screenshots View All

No images available

Integrations

CrewAI Yes 
LangChain Yes 
LangGraph Yes 
Model Context Protocol (MCP) Yes 
OpenAI Agents SDK Yes 
Vercel AI SDK Yes 
Dify Yes 
Flowise Yes 
GitHub No 
Jira No 
LlamaIndex Yes 
Make Yes 
Mastra AI Yes 
Next.js Yes 
PydanticAI Yes 
Slack No 
Zapier Yes 
n8n Yes 

Integrations

CrewAI Yes 
LangChain Yes 
LangGraph Yes 
Model Context Protocol (MCP) Yes 
OpenAI Agents SDK Yes 
Vercel AI SDK Yes 
Dify No 
Flowise No 
GitHub Yes 
Jira Yes 
LlamaIndex No 
Make No 
Mastra AI No 
Next.js No 
PydanticAI No 
Slack Yes 
Zapier No 
n8n No 

Pricing Details

$10 one-time
Starter is a one-time $10 purchase for 10,000 credits; purchased credits do not expire. The free tier provides 1,000 credits after email verification, 1,500 additional credits when linking Google or GitHub, and 1,000 credits monthly. No credit card is required. Failed, empty, and blocked requests are free.
Free Trial No 
Free Version Yes 

Pricing Details

Free plan available
Developer: $0/month for 2 agents, 10,000 evaluated events/month, and 7-day event history; no review queue. Team: $99/month for 10 agents and 250,000 events/month. Business: $499/month for 50 agents and 2,000,000 events/month. Prices are in USD, excluding taxes. No annual plan or overage charge. Enterprise pricing and limits are by contract.
Free Trial No 
Free Version Yes 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Anastasia Klimova

Country

Canada

Website

serpkite.com

Vendor Details

Company Name

Vulnify

Country

Brazil

Website

www.vulnify.io

Product Features

Product Features

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