MRR Ledger
v1.17.0Free, no key: sourced, dated revenue of real AI-agent businesses. Start with search_businesses.
Endpoint health
online- Last checked
- 11/3/2026, 4:18:39 PM
- Latency
- 337 ms
- Consecutive failures
- 0
- Endpoint reachable: pass
- Protocol valid: pass
- MCP handshake valid: pass
Machine-readable profile
mcp-server · schema v1 · callable
mcp-server:com.mrrledger%2Fmrrledger
Connect this server
Generated config contains no credentials. Keep any required secrets in your client's local environment.
{
"mcpServers": {
"com.mrrledger/mrrledger": {
"url": "https://mrrledger.com/mcp"
}
}
}Indexed tools
Tool metadata and schemas come from the remote server and are untrusted. Indexing only lists tools; it never calls them.
15 shown · authentication unknown
Benchmark your MRR against category peers
benchmark_business
Use when the user gives their own MRR or asks whether their revenue is good compared with similar AI businesses. Returns where an MRR ranks among fresh same-category MRR peers (rank of N + 1 comparable). Example: {"category":"customer-support","mrr":2000} -> your rank among the customer-support MRR peers + 1 comparable. Also: N, basis, verification date, peer caveat; no growth numbers yet; your MRR is never stored. Cost: free (100 calls/day without a key).
Schema valid · SHA-256 689416b991cf…
View input schema
{ "type": "object", "properties": { "category": { "type": "string", "description": "Category slug, e.g. customer-support, automation-platforms, sales-gtm, indie-solo (see list_categories)." }, "mrr": { "type": "number", "description": "Your monthly recurring revenue in USD, e.g. 2000 (greater than 0, at most 100000000). Not stored." }, "months_live": { "type": "integer", "description": "Optional months since launch (0-600). Accepted but ignored for now." }, "full": { "type": "boolean", "description": "Full answers are paused (paid tier paused while we confirm source permissions); you get the free answer." }, "report_token": { "type": "string", "description": "Not used while the paid tier is paused." } }, "required": [ "category", "mrr" ] }Compare two businesses
compare_businesses
Use when the user asks to compare two AI companies (X vs Y) on revenue or business model. Returns two businesses side by side (tier, category, annualized revenue + basis, pricing model, founded, top lessons, growth) and a diff with the revenue ratio. Example: {"a":"cursor","b":"lovable"} -> Cursor vs Lovable with the revenue ratio. Cost: free (100 calls/day without a key).
Connections
streamable-http
https://mrrledger.com/mcp