Neeed Directory's tech stack
What does Neeed Directory use?
Neeed Directory (neeed.directory) uses at least 9 tools we can see from public records, including Vercel for hosting, Google Workspace for email and documents, Sentry for monitoring and Cloudflare for content delivery. Last checked .
- Tools found
- 9
- Categories
- 8
- Layers
- 5 of 5
- Changes seen
- 1
Neeed Directory's stack, layer by layer
Each tool links to the other companies we've found using it. The label says what kind of public trace gave it away.
Edge & Hosting
2 tools, where the bytes are served from
Hosting & Cloud
CDN & Edge
Application
3 tools, what the product is built with
Data & Observability
1 tool, what they measure and store
Monitoring
Go-to-market
1 tool, how they find and keep customers
Marketing
Company Ops
2 tools, what the team runs on day to day
Email Delivery
Workspace
What changed at Neeed Directory
Recent starts and stops
- StartedMCP Registry
Neeed Directory tech stack FAQ
What tools does Neeed Directory use?
As of November 2026, runsonwhat has found 9 tools at Neeed Directory (neeed.directory) in public records. Edge & Hosting: Cloudflare and Vercel. Application: Next.js and MCP Registry. Data & Observability: Sentry. Company Ops: Google Workspace and Resend. Last checked November 1, 2026.
What cloud does Neeed Directory run on?
Neeed Directory uses Vercel for hosting and cloud infrastructure, according to runsonwhat (November 2026). runsonwhat found Vercel through Vercel code on neeed.directory. Vercel is used by 51,635 companies runsonwhat tracks.
What email provider does Neeed Directory use?
Neeed Directory uses Google Workspace for email and office software, according to runsonwhat (November 2026). runsonwhat found Google Workspace through email records that authorize Google Workspace. Google Workspace is used by 413,313 companies runsonwhat tracks.
What monitoring tools does Neeed Directory use?
Neeed Directory uses Sentry for monitoring, according to runsonwhat (November 2026). runsonwhat found Sentry through Sentry code on neeed.directory. Sentry is used by 80,051 companies runsonwhat tracks.
Does Neeed Directory use Cloudflare?
Yes. runsonwhat found Cloudflare at Neeed Directory through DNS records that point at Cloudflare and code on neeed.directory. Cloudflare is a CDN & Edge tool used by 726,832 companies runsonwhat tracks.
Does Neeed Directory use AI tools?
Yes. runsonwhat has found MCP Registry at Neeed Directory; MCP Registry, for example, through a DNS verification record for MCP Registry. AI services called only from servers leave no public trace, so Neeed Directory may use more AI tools than these.
Has Neeed Directory changed tools recently?
Yes. On runsonwhat's rechecks, Neeed Directory started using MCP Registry (latest on November 1, 2026). A change counts only between two checks of neeed.directory done the same way.
How does runsonwhat know what Neeed Directory uses?
runsonwhat reads public records only. Of the 9 tools at Neeed Directory, 3 were found through DNS records, 3 through code on neeed.directory, 2 through email records and 1 through website configuration files. A tool is listed only when a direct record backs it up; DNS is rechecked weekly and neeed.directory about monthly.
We read public traces only: DNS and email records, certificate logs, website code and published subprocessor lists. A tool is listed when a direct record backs it up, and dropped when a recheck no longer finds it. Is this your company? See how to opt out.