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cognee VS GetProbe.xyz

Compare cognee VS GetProbe.xyz and see what are their differences

cognee

Memory for AI Agents

No screenshot yet
Rating
0 reviews
Pricing
Open source Freemium Free trial
Alternatives Is it good?
GetProbe.xyz

44 automated compliance checks — x402, MCP, agent.json, EU AI Act, FATF Travel Rule, Google A2A, security headers & more. Free, no signup.

No screenshot yet
Rating
0 reviews
Pricing
Free Free trial
Alternatives Is it good?
Seranova
Seranova AI helps home service businesses automate review outreach, stay on top of customer conversations, and grow reputation without extra headcount. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Based on our record, cognee seems to be more popular. It has been mentioned 2 times since March 2021.

social mentions
2 vs 0
AI popularity
100% vs 0%
alternatives listed
100 vs 6

Base details

Website, pricing, platforms and company facts side by side.

cognee
GetProbe.xyz
Website cognee.ai getprobe.xyz
Pricing
Open source Freemium Free trial Official pricing
Free Free trial Official pricing
Platforms —
Web Mobile
Company Startup from Germany · 1 - 9 employees Startup from Cyprus · 1 - 9 employees · 2026
Listed in
AI AI Memory AI Tools AI Assistant AI Chatbots AI Platform +3
Developer Tools Security Web Application Security Compliance +1

About cognee and GetProbe.xyz

In their own words, as submitted to SaaSHub.

cognee
GetProbe.xyz

Build dynamic memory for Agents and replace RAG using scalable, modular ECL (Extract, Cognify, Load) pipelines.

Read more about cognee

Probe runs 44 automated compliance and security checks on any API endpoint in under 5 seconds. Built for AI agent developers and API providers who need to verify trust, security, and regulatory readiness before integration — or before an agent makes its first payment. Compliance & Regulatory...

Read more about GetProbe.xyz

Features and specs

What each product offers, as listed by its team.

cognee 5 features
GetProbe.xyz 5 features
  • User-Friendly Interface
    Cognee is designed with a user-friendly interface that makes it easy for individuals to navigate and utilize its features without a steep learning curve.
  • Integration Capabilities
    Cognee offers robust integration options with other software and tools, allowing users to incorporate it seamlessly into their existing workflows.
  • Advanced AI Features
    The platform leverages advanced AI technologies to provide accurate and efficient outcomes, enhancing productivity and efficiency in tasks.
  • Customizable Solutions
    Cognee provides customizable tools and solutions, enabling users to tailor the platform to meet their specific needs and requirements.
  • Strong Customer Support
    Cognee offers strong customer support to assist users with any issues or questions, ensuring a smooth and problem-free experience.

Possible disadvantages

  • High Cost
    The pricing model of Cognee can be relatively high, making it less accessible for small businesses or individual users with limited budgets.
  • Steep Learning Curve for Advanced Features
    While the basic interface is user-friendly, mastering advanced features may require a significant time investment for training and familiarization.
  • Limited Offline Capabilities
    Cognee relies heavily on internet connectivity for many of its functions, which can be a limitation in areas with poor internet access.
  • Occasional Technical Glitches
    Users might experience occasional minor technical glitches or bugs, impacting the overall smoothness of the user experience.
  • Privacy Concerns
    As with many AI platforms, there may be concerns related to data privacy and security, especially for sensitive information.
  • Compliance Checks
    32 automated checks including x402, ERC-8004, EU AI Act, DNSSEC, SSL/TLS
  • Audit Speed
    Under 5 seconds per API endpoint
  • API Access
    JSON API for CI/CD pipelines and automation
  • Leaderboard
    Public ranking of 500+ APIs by compliance score
  • Signup Required
    No — free instant audits without account

Analysis

An editorial look at what each product does well and who it suits.

cognee
GetProbe.xyz

Overall verdict

  • Cognee is a solid open-source memory and knowledge-graph framework for AI agents, offering a developer-friendly way to build persistent, contextual memory layers using ECL (Extract, Cognify, Load) pipelines. It's well-suited for teams building retrieval-augmented and agentic applications, though as a relatively young project it may require some technical comfort and tolerance for evolving APIs.

Why this product is good

  • Provides a structured memory layer for AI agents and LLM applications, going beyond simple vector search by combining knowledge graphs with embeddings
  • Open-source with an active developer community, making it flexible, transparent, and customizable
  • Uses ECL (Extract, Cognify, Load) pipelines that make it easier to ingest and interconnect diverse data sources
  • Integrates with common tools and databases (vector stores, graph databases, and popular LLMs)
  • Aims to reduce hallucinations and improve context relevance by giving agents persistent, interconnected memory
  • Reasonable choice for developers wanting to avoid building a custom memory infrastructure from scratch

Recommended for

  • Developers building AI agents that need persistent, long-term memory
  • Teams creating retrieval-augmented generation (RAG) applications with complex, interconnected data
  • Startups and engineers who prefer open-source, self-hostable solutions over closed platforms
  • Projects requiring knowledge-graph-based reasoning rather than plain vector similarity search
  • Technical users comfortable working with evolving APIs and Python-based tooling

Overall verdict

  • I don't have verified, up-to-date information about GetProbe.xyz to make a reliable assessment of its quality, safety, or legitimacy. Before using this or any unfamiliar service, I'd recommend conducting independent research.

Why this product is good

  • Unable to verify the company's reputation, track record, or user reviews from reliable sources
  • No confirmed information about the site's security practices, data handling, or business legitimacy
  • Cannot confirm ownership, business registration, or contact transparency of the domain
  • No verified information about pricing, features, or actual service quality

Recommended for

  • Not recommended without further research - users should verify site legitimacy through domain age checks, SSL certificates, and independent reviews first
  • Suitable for cautious users only after checking trusted review platforms like Trustpilot, Reddit discussions, or scam-checking sites
  • Best approached by users who can verify the site through official channels, WHOIS lookups, and reading terms of service carefully
  • Not suitable for sharing sensitive personal or financial information until legitimacy is confirmed

Videos

Walkthroughs and reviews on video.

cognee 2 videos + Add
GetProbe.xyz 0 videos + Add

How to turn your data into a knowledge graph

More videos

  • Demo - cognee in 4 minutes

No GetProbe.xyz videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
cognee
GetProbe.xyz
100% 100%
AI
0% 0%
0% 0%
Security
100% 100%
100% 100%
AI Tools
0% 0%
80% 80%
Developer Tools
20% 20%

Questions & Answers

As answered by people managing cognee and GetProbe.xyz.

What makes your product unique?

GetProbe.xyz's answer:

Probe is the only tool that checks AI agent-specific protocols like x402 payment headers, ERC-8004 on-chain identity, and EU AI Act Article 14 human oversight signals — alongside traditional security checks like SSL/TLS, DNSSEC, and DMARC. No other compliance scanner covers the AI agent economy stack.

Why should a person choose your product over its competitors?

GetProbe.xyz's answer:

Most compliance tools focus on GDPR or generic web security. Probe covers 32 checks across both traditional security AND emerging AI agent protocols (x402, MCP, agent.json, Google A2A). It runs in under 5 seconds, requires no signup, and provides a public leaderboard so you can benchmark against 200+ APIs instantly.

How would you describe the primary audience of your product?

GetProbe.xyz's answer:

AI agent developers, API providers, DevOps engineers, and compliance teams who need to verify that APIs meet security, trust, and regulatory standards before integration. Especially relevant for teams building in the x402/MCP/A2A agent economy.

What's the story behind your product?

GetProbe.xyz's answer:

We built Probe because AI agents are starting to pay for and consume APIs autonomously — but there was no way to verify if an API is trustworthy before an agent sends money to it. Probe started as an internal tool at AsterPay to audit x402-compatible APIs, then grew into a standalone compliance platform covering 32 checks across security, identity, and regulation.

Which are the primary technologies used for building your product?

GetProbe.xyz's answer:

Cloudflare Pages & Pages Functions (serverless edge), Supabase (PostgreSQL), vanilla JavaScript (zero framework frontend), DNS-over-HTTPS for DNSSEC/DMARC checks, Certificate Transparency logs for SSL analysis, and on-chain RPC calls for ERC-8004 verification.

Who are some of the biggest customers of your product?

GetProbe.xyz's answer:

  • x402.org
  • Firecrawl
  • Pinata
  • Neynar
  • Bitrefill
  • NVIDIA API
  • Stripe API
  • OpenAI API

User comments

Share your experience with using cognee and GetProbe.xyz. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

cognee 2 mentions
GetProbe.xyz 0 mentions
  • Building an AI research copilot that catches its sources lying
    Research tools forget across sessions, and they never notice when two sources disagree. Crosscheck is a small copilot on top of cogneethat does both: persistent memory of everything you feed it, and a hero feature that flags when sources... - Source: dev.to / 2 months ago
  • Building a Local-First Research Agent that Actually Remembers (using AIsa, Cognee & Ollama)
    Cognee structures this raw text into a Knowledge Graph. Instead of just saving "Pricing is popular", it creates nodes:. - Source: dev.to / 8 months ago

Tracking GetProbe.xyz since Mar 2026.

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