SeeRepo vs ProtocolProbe
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
SeeRepo compared with ProtocolProbe
| Detail | 
SeeRepo | 
ProtocolProbe |
|---|
| What it does | Never code blind again
| Free directory of MCP server facts with checked information from public records
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| Not given
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| Pricing model | Freemium
| Free
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| Pricing | Not given
| Not given
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| Key features | - Visualizes entire repository as an interactive map of nested modules
- Automatically updates with every push to tracked branches
- Identifies changes made by people versus AI agents
- Works with public and private repositories via GitHub authentication
- Generates complete repository map in approximately 20 seconds
- Integrates with AI agents through MCP and API
- Team sharing with unlimited collaborators at no extra cost
- Read-only access that never stores or trains on code
- Public or private map sharing with code never exposed
| - Free JSON API with no authentication required
- Server search and filtering by name and description
- Rankings by downloads, stars and record checks
- Server comparison and topic filtering
- Self-test command for your own server
- Record checks with badge for README
- Corrections log tracking fact updates
- CC BY 4.0 licensed data export
- Change tracking for registry updates
- Allowlist export for company filtering
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| What makes it different | - Visualize entire codebases as interactive maps to maintain control during AI-assisted development
- Distinguish human-written code from AI-generated code through commit signatures
- Free access to public repositories with no account required
- Integration with AI agents like Claude Code and Cursor through standard APIs
- Automatic updates synchronized with every code push
| - Scheduled re-checking of all facts on a regular basis, unlike the official registry which only checks on publication
- Every fact shown with its source and the date checked
- No ads, sponsors or paid placements; income never changes listings or rankings
- Corrections publicly logged and requests always answered with reasoning
- Open API accessible to everyone without authentication key
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| Free plan | Not given
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
| Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 3 | 3 |
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| Citation Flow (Majestic) | 10 | 22 |
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| Referring domains (Majestic) | 1 | 7 |
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4 details filled in for both companies.
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