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FloConnector vs ModelBrain RAG

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

FloConnector compared with ModelBrain RAG
DetailFloConnector logo FloConnectorModelBrain RAG logo ModelBrain RAG
What it doesManaged MCP connectors for business An HTTP document search API for your apps
StageNot given Not given
FoundedNot given Not given
Based inAU US
Pricing modelFreemium Open source
PricingSolo: Free, then $0.01 per external tool call (1,500 free calls to start). Pro: $49/month with 10,000 included calls, then $0.01 per additional call. Scale: $199/month with 50,000 included calls, then $0.01 per additional call. Enterprise: Custom pricing with invoicing for more than 3 workspaces or Not given
Key features
  • 122+ managed connectors to business tools
  • Skills: reusable procedures for consistent AI execution
  • Tables: persistent records AI maintains between chats
  • Secure client connections without password sharing
  • Team profiles with per-user tool permissions
  • 98.7% token reduction vs loading all tools at once
  • Works with Claude and ChatGPT through MCP protocol
  • Search passages that match a query with scores and file references
  • Manage collections and add or remove documents over HTTP or web interface
  • Share vaults and partitions for search-only access
  • API keys with read, write or admin access levels
  • Web interface for search and administration
  • User account management with three access levels
  • Full-text and vector search indexes
  • Runs locally on 127.0.0.1 with no outgoing connections
  • SHA-256 hashed API keys and scrypt hashed passwords
  • Limit lists restrict collections and vaults per user or API key
What makes it different
  • Works across 120+ tools in one MCP connection, no coding required
  • Encrypted credentials kept separate from AI, with granular access control
  • 98.7% fewer tokens through on-demand tool loading and server-side queries
  • Runs entirely locally on your computer with no outgoing connections
  • Free and open source with MIT license
  • Does not write answers or contain a language model
  • Shared vaults and partitions are search-only and cannot be modified
  • Integrates with any language model of your choice
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)Not checked yet no change since last check1 no change since last check
Trust Flow (Majestic)03
Citation Flow (Majestic)1427
Referring domains (Majestic)117

5 details filled in for both companies.

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