H

HelixDB

Spring 2025
helix-db.comB2BLondon, England, United Kingdom

Investor read

Evidence-bound summary — expand sections for movement, risks, and signals.

Memo snapshot · May 19, 2026, 8:20 PM

What they do

HelixDB | Native Graph-Vector Database Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Quick read

  • HelixDB | Native Graph-Vector Database Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.
  • Reported angle: MCP Guide - Native Agent Discovery with HelixDB
  • Indexed activity snapshot: 0 funding‑related row(s), 2 hiring‑related, 1 GitHub‑tagged, 11 product/news‑style — scoring reflects corpus coverage only.

Stage

Unknown

Evidence summary

Verified facts

  • HelixDB | Native Graph-Vector Database Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.
  • Reported angle: MCP Guide - Native Agent Discovery with HelixDB
  • Indexed activity snapshot: 0 funding‑related row(s), 2 hiring‑related, 1 GitHub‑tagged, 11 product/news‑style — scoring reflects corpus coverage only.
Nexus growth score
48.0Building
7D+0%
30D+0%
High Confidence

Source health

  • public_market_enrichmentok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_sitemap.xmlok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_mcp-guide-native-agent-discovery-with-helixdbok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_how-to-get-helixql-syntax-highlighting-on-cursorok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_helix-cli-docker-deployok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_developing-a-db-in-prod-hardwareok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_building-a-graphrag-system-for-professor-recommendations-with-helixdbok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blog_benchmarksok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_pressok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_newsok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_jobsok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_companyok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_careersok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_blogok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_aboutok
    Last checked Mon, May 11, 05:00 AM
  • public_page:_ok
    Last checked Mon, May 11, 05:00 AM
  • public_page:homeok
    Last checked Mon, May 11, 05:00 AM

Nexus score momentum

487D +030D +0
100500
2026-05-11: 48

More runs will build history.

Signal breakdown

Latest momentum signal per category. Expand a card to inspect raw payloads.

Score snapshots

Public source summary

Total evidence rows
18
Latest evidence
Mon, May 11, 05:00 AM

Source types found

about_pageblogcareers_pagegithubnewsofficial_site

Strongest / recent news-style rows

Public signal timeline

Newest first · 18 event(s)

1
Mon, May 11, 05:00 AM · github · 72% · verified_publichigh quality

GitHub - HelixDB/helix-db: HelixDB is an open-source graph-vector database built from scratch in Rust. · GitHub

Source: GitHub (linked from site)

GitHub presence linked from official site for HelixDB.

Source ↗
2
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

Blog / news

Source: Blog / news

https://www.helix-db.com/blog 2026-05-08T18:38:42.469Z daily 0.9 https://www.helix-db.com/blog/benchmarks 2025-11-07T21:17:49.679Z weekly 0.8 https://www.helix-db.com/blog/developing-a-db-in-prod-hardware 2025-09-22T16:42:08.763Z weekly 0.8 https://www.helix-db.com/blog/how-to-get-helixql-syntax-highlighting-on-cursor 2025-09-08T23:00:00.000Z weekly 0.8 https://www.helix-db.com/blog/helix-cli-docker-deploy 2025-08-2…

Source ↗
3
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

MCP Guide - Native Agent Discovery with HelixDB

Source: Blog / news

A comprehensive guide to get you started with HelixDB MCP endpoints for building agentic graph queries that evolve step-by-step without rebuilding from scratch.

Source ↗
4
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

How to Get HelixQL Syntax Highlighting on Cursor

Source: Blog / news

A quick and comprehensive guide on how to install HelixQL syntax highlighting on Cursor.

Source ↗
5
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

Deploy Helix with Docker via the Helix CLI

Source: Blog / news

A complete guide to help you deploy Helix using Docker via the Helix CLI, allowing you to build and iterate faster.

Source ↗
6
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

Developing a DB in Prod (hardware)

Source: Blog / news

By developing directly on EC2, our engineers benchmark instantly on production-class hardware—no CI overhead, no local containers, no friction. Thanks to Coder, workspaces are fast, cost-efficient, and ready out of the box.

Source ↗
7
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

Building a GraphRAG System for Professor Recommendations with HelixDB

Source: Blog / news

A comprehensive guide to building a Graph-Vector RAG system in Python using HelixDB to recommend professors based on their research areas, leveraging both graph relationships and vector embeddings for intelligent search.

Source ↗
8
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

Graph Benchmarks V1

Source: Blog / news

At HelixDB we've been focused on performance for the last few weeks. Here are our benchmarks for HelixDB, Neo4j, and Postgres (edges as joins) on a realistic graph dataset.

Source ↗
9
Mon, May 11, 05:00 AM · blog · 70% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: Blog / news

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
10
Mon, May 11, 05:00 AM · blog · 70% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: Blog / news

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
11
Mon, May 11, 05:00 AM · careers_page · 70% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: Careers

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
12
Mon, May 11, 05:00 AM · about_page · 70% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: About / company

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
13
Mon, May 11, 05:00 AM · careers_page · 70% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: Careers

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
14
Mon, May 11, 05:00 AM · blog · 90% · publichigh quality

HelixDB Blog - Database Insights & Tutorials

Source: Blog / news

Explore HelixDB blog for database insights, tutorials, performance tips, and the latest updates on vector databases and AI technologies.

Source ↗
15
Mon, May 11, 05:00 AM · about_page · 70% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: About / company

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
16
Mon, May 11, 05:00 AM · official_site · 90% · publichigh quality

HelixDB | Native Graph-Vector Database

Source: Homepage

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

Source ↗
17
Mon, May 11, 05:00 AM · news · 45% · publicmedium quality

HelixDB | LinkedIn

Source: Social (linked from site)

HelixDB | LinkedIn Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join now

Source ↗
18
Mon, May 11, 05:00 AM · news · 45% · publiclow quality

Social profile

Source: Social (linked from site)

Something went wrong, but don’t fret — let’s give it another shot.Try again Some privacy related extensions may cause issues on x.com. Please disable them and try again.

Source ↗

Official / company site

1 row(s)

official_site·Mon, May 11, 05:00 AM·Confidence 90%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: Homepage

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/

News

2 row(s)

about_page·Mon, May 11, 05:00 AM·Confidence 70%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: About / company

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/company
about_page·Mon, May 11, 05:00 AM·Confidence 70%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: About / company

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/about

Hiring

2 row(s)

careers_page·Mon, May 11, 05:00 AM·Confidence 70%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: Careers

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/jobs
careers_page·Mon, May 11, 05:00 AM·Confidence 70%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: Careers

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/careers

GitHub

1 row(s)

github·Mon, May 11, 05:00 AM·Confidence 72%high qualityverified_public

GitHub - HelixDB/helix-db: HelixDB is an open-source graph-vector database built from scratch in Rust. · GitHub

Source name: GitHub (linked from site)

GitHub presence linked from official site for HelixDB.

https://github.com/HelixDB/helix-db

Social

2 row(s)

news·Mon, May 11, 05:00 AM·Confidence 45%medium qualitypublic

HelixDB | LinkedIn

Source name: Social (linked from site)

HelixDB | LinkedIn Skip to main content LinkedIn Top Content People Learning Jobs Games Sign in Join now

https://www.linkedin.com/company/helixdb
news·Mon, May 11, 05:00 AM·Confidence 45%low qualitypublic

Social profile

Source name: Social (linked from site)

Something went wrong, but don’t fret — let’s give it another shot.Try again Some privacy related extensions may cause issues on x.com. Please disable them and try again.

https://x.com/helixdb

Blog

10 row(s)

blog·Mon, May 11, 05:00 AM·Confidence 90%high qualitypublic

Blog / news

Source name: Blog / news

https://www.helix-db.com/blog 2026-05-08T18:38:42.469Z daily 0.9 https://www.helix-db.com/blog/benchmarks 2025-11-07T21:17:49.679Z weekly 0.8 https://www.helix-db.com/blog/developing-a-db-in-prod-hardware 2025-09-22T16:42:08.763Z weekly 0.8 https://www.helix-db.com/blog/how-to-get-helixql-syntax-highlighting-on-cursor 2025-09-08T23:00:00.000Z weekly 0.8 https://www.helix-db.com/blog/helix-cli-docker-deploy 2025-08-2…

https://www.helix-db.com/blog/sitemap.xml
blog·Mon, May 11, 05:00 AM·Confidence 90%high qualitypublic

Deploy Helix with Docker via the Helix CLI

Source name: Blog / news

A complete guide to help you deploy Helix using Docker via the Helix CLI, allowing you to build and iterate faster.

https://www.helix-db.com/blog/helix-cli-docker-deploy
blog·Mon, May 11, 05:00 AM·Confidence 90%high qualitypublic

Developing a DB in Prod (hardware)

Source name: Blog / news

By developing directly on EC2, our engineers benchmark instantly on production-class hardware—no CI overhead, no local containers, no friction. Thanks to Coder, workspaces are fast, cost-efficient, and ready out of the box.

https://www.helix-db.com/blog/developing-a-db-in-prod-hardware
blog·Mon, May 11, 05:00 AM·Confidence 90%high qualitypublic

Graph Benchmarks V1

Source name: Blog / news

At HelixDB we've been focused on performance for the last few weeks. Here are our benchmarks for HelixDB, Neo4j, and Postgres (edges as joins) on a realistic graph dataset.

https://www.helix-db.com/blog/benchmarks
blog·Mon, May 11, 05:00 AM·Confidence 70%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: Blog / news

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/press
blog·Mon, May 11, 05:00 AM·Confidence 70%high qualitypublic

HelixDB | Native Graph-Vector Database

Source name: Blog / news

Native graph-vector database built in Rust for RAG, semantic search, knowledge graphs, and AI agent workflows.

https://www.helix-db.com/news
blog·Mon, May 11, 05:00 AM·Confidence 90%high qualitypublic

HelixDB Blog - Database Insights & Tutorials

Source name: Blog / news

Explore HelixDB blog for database insights, tutorials, performance tips, and the latest updates on vector databases and AI technologies.

https://www.helix-db.com/blog

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