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AI · alternatives · 2026

24 alternatives to Psychic - An open-source integration platform for unstructured data

My cofounder and I used to work at Robinhood where we shipped the company’s first OAuth integrations, so we know a lot about how data moves between companies. For example, we know that the pain of building new API integrations scales with the level of fragmentation and number of competing "standards". In the current meta, we see this pain with a lot of AI startups who invariably need to connect to their customers data, but have to support 50+ integrations before they even scale to 50+ customers. This is the process for an AI startup to add a new integration for a customer: - Pore over the…

Psychic is an open-source integration platform that helps AI startups connect to unstructured data across multiple sources. It simplifies the process of building and managing API integrations with various applications… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prices are shown for the 2 we have checked on their own sites, 2 of them free or with a free tier. Psychic - An open-source integration platform for unstructured data launched in 2023; newer entries below may have overtaken it.

  1. 1
    APIPark▲719

    Your open source AI gateway & API developer portal

    2024 · apipark.com · its alternatives →

  2. 2

    Last year we launched a project called Psychic that did moderately well on hacker news, but was a commercial failure. We were able to find customers, but none with compelling and overlapping use cases. Everyone who was interested was too early to be a real customer. This was our launch: https://news.ycombinator.com/item?id=36032081 We recently decided to revive and rebrand the project after seeing a sudden spike in interest from people who wanted to connect LLMs to data - but specifically through browsers. It's also a problem we've experienced firsthand, having built scraping…

    2024 · github.com · its alternatives →

  3. 3
    OpenSEO▲928

    Hello! For the last 2 months, I've been building OpenSEO. It's a user friendly UI wrapping the DataForSEO API which has high quality SEO data for keywords, backlinks, AI SEO and competitor research. Instead of paying $100+ per month, you buy DataForSEO credits and pay only for usage. The coolest thing about the project so far has been hearing about what people are building on top of it. People are using coding agents to quickly integrate with Google Search Console, Google Ads and building their own AI SEO and reporting features. Many were already building their own custom solutions around…

    Jul 2026 · openseo.so · its alternatives →

  4. 4

    I have been working on making WebRTC + Embedded Devices easier for a few years. This is a hackathon project that pulled some of that together. I hope others build on it/it inspires them to play with hardware. I worked on it with two other people and I had a lot of fun with some of the ideas that came out of it. * Extendable/hackable - I tried to keep the code as simple as possible so others can fork/modify easily. * Communicate with light. With function calling it changes the light bulb, so it can match your mood or feelings. * Populate info from clients you control. I wanted…

    2025 · github.com · its alternatives →

  5. 5
    Sparks AI▲128

    Hi Hacker News, we just launched our beta for Sparks AI. Sparks AI is a platform for building, sharing, and monetizing your AI assistants using app integrations and multiple LLMs. We're still working out the kinks and would love to get your feedback. We also have a discord: https://discord.gg/bdWknpfVKX We’re trying to get our initial users to serve personally and hope that you give us a shot. Thank you

    2025 · getsparks.ai · its alternatives →

  6. 6
    Open Vibe▲311

    Open Vibe turns Claude Code, or your agent of choice, into the ultimate SaaS-building assistant, helping you understand the systems behind a production-ready SaaS while building your own app idea.

    May 2026 · openvibe.sh · its alternatives →

  7. 7
    Ray▲298

    I've been using this daily for 4 months and figured others might find it useful. This is my first open source project so would love any feedback. Ray connects to your bank via Plaid, stores everything in an encrypted local SQLite database, and lets you ask questions about your finances in natural language. No cloud, no account, your data is stored on your machine. Before anything reaches the LLM, all PII is stripped — your name, companies, transaction details are redacted and replaced with tokens, then rehydrated locally in the response. The AI never sees who you are.

    Apr 2026 · rayfinance.app · its alternatives →

  8. 8
    Opengeni▲341

    Ship AI agents within minutes. Infrastructure for Agents

    Sep 2026 · opengeni.ai · its alternatives →

  9. 9
    Evoke▲317

    Run open source AI models on the cloud with our APIs

    2023 · evoke-app.com · its alternatives →

  10. 10

    Platform for measuring and training AI agents

    2016 · its alternatives →

  11. 11

    Use AI models without managing keys or billing

    Dec 2025 · docs.netlify.com · its alternatives →

  12. 12

    Secure your data like never before

    2023 · vibeai.web.app · its alternatives →

  13. 13
    Helix▲153

    Train your own AI with open-source AI and your data

    2023 · helix.ml · its alternatives →

  14. 14

    OpenAgents - The collaboration OS for AI agents. Contribute to openagents-org/openagents development by creating an account on GitHub.

    Apr 2026 · open-agents.dev · its alternatives →

  15. 15

    The open source LLM router that connects your AI agents and harnesses to any provider in seconds. Subscriptions, pay-per-token, local models, and custom providers.

    2024 · manifest.build · its alternatives →

  16. 16
    Cognitorafree▲86

    Built a multi-agent research system with OpenAI Agents SDK where specialized AI agents collaborate autonomously: Master Orchestrator → Data Analyst → Statistician → Report Writer Each agent has specific expertise. The orchestrator delegates tasks. All agents can execute code securely to solve problems. Example workflow: "Analyze e-commerce data" - Data Analyst: writes Python to load/clean data, spots trends - Statistician: performs significance tests, calculates growth rates - Report Writer: synthesizes findings into executive summary This demonstrates OpenAI Agents SDK's handoff system…

    2025 · cognitora.dev · its alternatives →

  17. 17

    Open source wealth management platform

    2015 · wealthbot.io · its alternatives →

  18. 18

    AI platform to help make better investments

    2021 · its alternatives →

  19. 19

    Hi, I've been watching the rise of AI agents with a mix of excitement and dread. We're building incredible tools that can browse the web, but we're forcing them to navigate a world built for human eyes. They scrape screens and parse fragile DOMs. We're trying to tame them to act like humans. I believe this is fundamentally wrong. The goal isn't to make AI operate at a human level, but to unlock its super-human potential. The current path is dangerous. When agents from OpenAI, Google, and others start browsing at scale and speed, concepts like UI/UX will lose meaning for them. The entire…

    2025 · github.com · its alternatives →

  20. 20

    Excited to share a project I’ve been building for months! Would love to receive honest feedback :) My motivation: AI is clearly going to be the interface for data. But earlier attempts (text-to-SQL, etc.) fell short — they treated it like magic. The space has matured: teams now realize that AI + data needs structure, context, and rules. So I built a product to help teams deliver “chat with data” solutions fast with full control and observability (agent tracing, quality scores, etc) — am I wrong? The product allows you to connect any LLM to any data source with centralized context…

    2025 · github.com · its alternatives →

  21. 21

    We recently open-sourced Hive after using it internally to support real production workflows tied to contracts totaling over $500k. Instead of manually wiring workflows or building brittle automations, Hive is designed to let developers define a goal in natural language and generate an initial agent that can execute real tasks. Today, Hive supports goal-driven agent generation, multi-agent coordination, and production-oriented execution with observability and guardrails. We are actively building toward a system that can capture failure context, evolve agent logic, and continuously improve…

    Feb 2026 · github.com · its alternatives →

  22. 22

    Hi HN! made a vibe coding platform with the non-technical user in mind. This means that you don’t have to integrate Supabase, Auth0, it’s automatic. Our goal is to soon also provide email, payments, and other integrations automatically. We target SMB owners and entrepreneurs. We will differentiate by talking non-technical, hide code most of the time, friendly consumery UX and support Made pricing also simpler: 1 credit = 1 prompt (drives me nuts when in other platforms you don’t know what you’re paying for) Would love any thoughts!

    Nov 2025 · idealane.com · its alternatives →

  23. 23IA

    Hey HN! This is Steve from integrate.ai (https://integrate.ai). Our platform unlocks a range of machine learning and analytics capabilities on data that would otherwise be difficult or impossible to access due to privacy, confidentiality, or technical hurdles. Traditional approaches to machine learning and analytics require centralization and aggregation of data sources. Given the increasingly distributed nature of data - across organizations, across borders, and across connected devices - centralizing the data necessary for machine learning and analytics often requires complex…

    2022 · its alternatives →

  24. 24

    AI first intelligence platform for unstructured busines data

    2025 · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →