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Rayrun vs Hyperresearch

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Rayrun compared with Hyperresearch
DetailRayrun logo RayrunHyperresearch logo Hyperresearch
What it doesOne endpoint for every MCP tool AI deep research API that checks every cited claim against its source
StageNot given Startup
FoundedNot given 2026
Based inUS US
Pricing modelFreemium Paid
PricingFree for one developer with up to 25 source-built services, 50,000 tool calls a month, then $0.20 per thousand. Team plan is $25 per developer per month with 100,000 tool calls per developer a month, pooled, then $0.20 per thousand. Enterprise from $1,500 per month. Not given
Key features
  • Source-built servers with TypeScript or Python projects
  • Remote MCP, OpenAPI, npm package, and container image support
  • Per-tool and per-argument access control policies
  • Tool definition review and approval workflow
  • Content scanning with literal and regex detectors
  • Activity tracking and audit trails
  • OIDC and SAML 2.0 single sign-on
  • SCIM 2.0 provisioning
  • Workspace-specific data encryption
  • Custom domain publishing with DNS and Cloudflare certification
  • Searches 45+ structured sources including SEC filings, statistics agencies, scholarly indexes, books and government records
  • Workspace vault with searchable full-text source storage and independence clustering
  • Integrated MCP server for Claude, Cursor, ChatGPT and other clients
  • Contradiction mapping identifies and investigates disagreements in evidence
  • Automatic report generation with verified citations before shipping
  • Citation verification API for external documents
  • Markdown import and export for vault documents
  • Integrated Answers MCP with ask and search tools for AI agents
What makes it different
  • One endpoint replaces every client config, eliminating need for each client to store every server and secret
  • Coding agent builds the server automatically with no adapter needed
  • Credentials held once by Rayrun instead of distributed across clients
  • Built-in security review with published controls and audit trails for compliance teams
  • Support for multiple service types without writing adapters
  • Every cited claim is verified against the original source before report delivery
  • Searches structured sources like SEC filings and scholarly databases alongside the open web in one call
  • Delivers answers with word-for-word quotes so readers can verify in one click
  • Open-source CLI that powers the hosted service, maintaining feature parity
  • Pay-as-you-go pricing with no minimum commitment or sales team required
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)45 no change since last check32 +4 (up) since last check
Trust Flow (Majestic)1213
Citation Flow (Majestic)3631
Referring domains (Majestic)12571

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