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20 Qdrant alternatives

Qdrant: An open-source vector search engine written in Rust — fast, memory-efficient, and self-hostable. 20 apps do similar work, most sharing Open Source, Self-Hosted and Semantic Search, ranked by how much they have in common with Qdrant.

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  1. An open-source AI-native database combining vector search, structured filtering, and built-in model integrations.

    Also: Embeddings, Open Source, Semantic Search, Vector Database

  2. The embedding database that starts as a Python import and grows into a distributed cloud service.

    Also: Embeddings, Semantic Search, Vector Database

  3. A fully managed vector database for semantic search and retrieval at billion-scale, with no infrastructure to run.

    Also: Embeddings, Semantic Search, Vector Database

  4. Evokoa

    Turn a Postgres database into working memory for AI agents — relational rows, graph traversal and vector search fused into one ranked, token-budgeted context block.

    Also: Open Source, Semantic Search, Vector Database

  5. A search engine built for AI — embeddings-based retrieval that finds pages by meaning, not keyword overlap.

    Also: Embeddings, Semantic Search

  6. Turn any website into clean markdown or structured JSON — crawling, JavaScript rendering, and extraction in one API.

    Also: Open Source, Self-Hosted

  7. Open-source, OpenTelemetry-native observability platform for logs, metrics and traces — with first-class tracing for LLM calls and agent runs.

    Also: Open Source, Self-Hosted

  8. OpenClaw Foundation

    Open-source personal AI assistant that runs on your own machine and answers from WhatsApp, Telegram, Slack, iMessage and 25 other chat apps.

    Also: Open Source, Self-Hosted

  9. Cloudflare

    Open-source AI workspace you deploy into your own Cloudflare account: agent chat wired to company context, sandboxed app building, and policy guardrails.

    Also: Open Source, Self-Hosted

  10. Open-source voice AI platform you can self-host — a visual workflow builder, bring-your-own STT/LLM/TTS models, telephony, and no per-minute platform lock-in.

    Also: Open Source, Self-Hosted

  11. All Hands AI

    OpenHands — the leading open-source coding agent platform, self-hostable or run in the cloud.

    Also: Open Source, Self-Hosted

  12. Jun Kim

    Menu-bar LLM inference server for Apple Silicon, with continuous batching and tiered KV caching that keeps local models fast enough for real coding work.

    Also: Open Source, Self-Hosted

  13. Open-source newsletter platform that bills for emails sent, not dormant subscribers, with an MCP server so AI agents can run it.

    Also: Open Source, Self-Hosted

  14. IBM (DataStax)

    Open-source, MIT-licensed visual builder for AI agents, RAG apps and MCP servers, maintained by IBM's DataStax and extensible in Python.

    Also: Open Source, Self-Hosted

  15. Open-source CRM you can self-host or run in the cloud, with custom objects, workflows, a TypeScript apps framework and an MCP server for AI assistants.

    Also: Open Source, Self-Hosted

  16. Multi-agent workspace where teams hire reusable "digital employees" — an orchestrator runs specialists in parallel and returns finished decks, dashboards, reports and Excel files.

    Also: Open Source, Self-Hosted

  17. Open-source platform for running a standing team of AI agents — you hire, schedule and review them, and they keep working while you are offline.

    Also: Open Source, Self-Hosted

  18. Roo Code

    Self-hostable cloud coding agent from the Roo Code team — investigates repos, verifies its own work and opens pull requests, driven from Slack, Teams, Discord or Telegram rather than an IDE.

    Also: Open Source, Self-Hosted

  19. HKUDS

    Open-source, self-hosted personal AI agent you run yourself — browser UI, terminal or your chat apps, with memory, MCP tools and scheduled automations.

    Also: Open Source, Self-Hosted

  20. Ibrahim Salami

    Open-source call intelligence that scores sales calls against your own playbook and the buyer's context, not just what the rep said.

    Also: Open Source, Self-Hosted