MRR Ledger
Sourced revenue data on real AI-agent businesses. Every figure links to its source. Read-only API + MCP, no key.
Hosted MCP Server
npx add-mcp 'https://mrrledger.com/mcp'Installs into Claude Code, Codex, Cursor and more
Documentation
For agents
MRR Ledger is built to be read by machines. Free, CC BY 4.0, no key needed for the static endpoints.
Endpoints
GET /api/v1/businesses.json | All businesses with sourced metrics |
|---|---|
GET /api/v1/businesses/{slug}.json | One business |
GET /api/v1/leaderboard.json | Ranked by annualized revenue |
GET /api/v1/leaderboard.csv | Same ranking as CSV (one row per ranked business: headline label, raw value_usd and value_text, basis, as_of, source_url, profile_url). Opens in Sheets/Excel/pandas. |
GET /api/v1/categories.json | Category insights: id/slug, label, count, ranked_count, median_annualized_usd (among ranked), median_annualized_by_tier, members[{slug,name,rank,annualized_revenue_usd,url_profile}], method. Leaderboard deep-link /leaderboard/?category=<slug>. MCP list_categories / get_category. |
GET /api/v1/tags.json | Tag insights: slug, label, count, ranked_count, median_annualized_usd (among ranked), median_annualized_by_tier, members[{slug,name,rank,annualized_revenue_usd,url_profile}], method. Sorted by count desc then label. HTML /tags/ shows count≥2 only. Leaderboard deep-link /leaderboard/?tag=<slug>. MCP list_tags / get_tag. |
GET /api/v1/feature.json | Today's featured business |
GET /api/v1/features.json | 14-day feature rotation (entries, card_url, is_today) |
GET /api/v1/stats.json | Hub totals: businesses, chartable, lessons, tiers/categories, stale counts, median annualized by tier and by category, revenue_disclosed_count / revenue_undisclosed_count, agent_native_count / agent_added_count |
GET /badge/{slug}.svg | Embeddable 20px SVG badge: rank + raw headline metric (marks reported / last synced). /badge/{slug}-plain.svg = "listed", no number. URLs also on each record as badge_url / badge_plain_url. |
GET /api/v1/newsletter.json | This week's issue: feature, new businesses, number moves, indie corner, lesson, upcoming, and paste-ready markdown |
GET /api/v1/growth.json | Businesses with multi-point growth series |
GET /api/v1/growth.csv | Every growth_series point as CSV (slug, as_of, label, value_usd, annualized_usd, basis, confidence, source_url, profile_url, growth_json_url). Free under CC BY 4.0. Full all-metrics history CSV stays Pro. |
GET /api/v1/growth/{slug}.json | Dated annualized revenue points for one business |
GET /api/v1/lessons.json | Every lesson, attributed, with keyword-tagged themes (rules included) |
GET /api/v1/insights.json | Pricing-model buckets with medians, and time to $100M (with sources and method) |
GET /api/v1/sources.json | Every cited source, which businesses use it, and its last automated link check |
GET /api/v1/changes.json | Dated change log: businesses added, new sourced points, revisions (newest first) |
GET /api/v1/pricing.json | Plans, prices and Stripe checkout links (paid plans fulfilled by email) |
GET /api/v1/compare.json?a=&b= | Compare two businesses by slug (briefs + diff). Needs the Vercel compare function; also MCP compare_businesses |
GET /api/v1/search.json · ?q=&category=&tier=&verified_only=&limit= | Substring search over name, slug, one_liner, tags, lessons. verified_only=true keeps only businesses whose headline figure is payment-processor verified (headline_verification not null). Static file = full index; query params need the Vercel search function. MCP search_businesses covers the same job for agents. |
/openapi.json · /openapi-3.0.json | OpenAPI 3.1 spec, plus an OpenAPI 3.0.3 copy for tools that only import 3.0 |
/llms.txt, /llms-full.txt | LLM-friendly summaries |
/playbook/ | Human page: lessons library, pricing models, time to $100M |
/compare/ | Human page: side-by-side compare (?a=&b= deep links) |
/features/ | Human page: 14-day featured rotation archive |
/mcp | MCP server (Streamable HTTP, no key). Canonical endpoint: https://mrrledger.com/mcp (POST JSON-RPC, answered directly; /mcp/ also works). Tools (all read-only, annotated readOnlyHint): search_businesses, get_business, leaderboard, todays_feature, get_growth, search_lessons, whats_new, compare_businesses, hub_stats, list_categories, list_tags, get_tag, get_category. Resources: mrrledger://llms.txt, mrrledger://leaderboard, mrrledger://stats, mrrledger://changes |
/.well-known/mcp-server.json | MCP Registry manifest (server.json format) for registries and clients |
Field notes
- tier (venture, indie, experiment): Tier is about funding, not size: Venture-backed = raised outside venture money (even at under $1M annualized); Indie = bootstrapped or founder-funded; Experiment = agent-run or research project.
- confidence:
"reported"= press-reported, not company-confirmed (amber reported pill);"self-reported"= stated by the company itself (release, founder post), not independently verified (dashed self-reported pill). - headline_verification (records, leaderboard, search and MCP briefs): how the ranked figure itself is verified,
{method: "payment-processor", processor, via}when it comes from a payment-connected source (e.g. TrustMRR via Stripe), else null. Useverified_only=trueon/api/v1/search.jsonor MCPsearch_businesses/leaderboardto keep only those. - verified_corroboration: when the headline is self-reported or press-reported and a payment-verified point (e.g. a TrustMRR Stripe or Paddle snapshot) also exists, this object carries it (
label, value_usd, annualized_usd, as_of, source_url, source_name, source_sync_stale_since, verification). Shown as a muted "Stripe-verified …" / "Paddle-verified …" line under the headline on the leaderboard and profile. Null otherwise. - source_sync_stale_since (YYYY-MM-DD, on metrics and on each record's headline): the source page says its live data connection stopped (e.g. an expired Stripe key on TrustMRR). The value is the last synced figure; treat it as dated that day. Also listed in sources.json
summary.source_sync_stale. - ownership / independent:
ownershipappears only when a business was acquired ({status: "acquired", acquirer, as_of, source_url});independentis then false. Tier still describes pre-sale funding, so a bootstrapped company sold for cash stays indie. Acquired rows show a purple acquired pill, are skipped in the newsletter indie corner and the home indie grid, and are left out ofstats.jsonmedian_annualized_indie_independent. - last_ownership_check (YYYY-MM-DD or null): date of the latest active ownership search recorded in
data/ownership_checks.json(verdict independent / acquired / watch). Present only when we have searched; unchecked rows stay null — never invented. Profiles with a ledger entry show a muted "Ownership checked YYYY-MM-DD" line. - ownership_watch: present only when the ownership ledger verdict is
watch({verdict, checked, note, source_url?}) — sale process or for-sale signal, no closed deal. Amber watch pill on profile + leaderboard; never invents acquisitions. - agentic_origin (optional string):
agent-native= product is agents / an agent platform from the start;agent-added= established product that later added agents or MCP (amber agent-added pill on profile + leaderboard);unclearor omitted when not confident. Leaderboard filter?origin=native/?origin=added.stats.jsonhasagent_native_countandagent_added_count. - revenue_disclosed (boolean):
trueiff the business has a rankable sourced annualized revenue figure (ARR / MRR×12 / Revenue withvalue_usd— same rule as leaderboard membership /annualized_revenue_usd). Funding or valuation alone isfalse. Leaderboard filter?rev=disclosed/ checkbox Revenue disclosed only; profiles and category cards show a muted no revenue figure pill when false.stats.jsonhasrevenue_disclosed_countandrevenue_undisclosed_count. - older_figure / age_days: on each record and on each leaderboard row,
older_figureistruewhen the headline revenue metric is over 365 days old and not superseded;age_daysis build date minusas_of(month precision = mid-month). Same rule as the gray revenue >12 mo old pill. Leaderboard filter?age=fresh/ checkbox Fresh revenue only keeps only rows with disclosed revenue dated within 365 days. Also on each metric and inleaderboard.csv. - related (array, on each business record): up to 4 similar businesses scored by same category, shared tags, and nearby annualized scale. Each entry has
compare_urlfor the side-by-side page. Profiles show the same list under "Similar on the ledger".
Free: leaderboard CSV + growth-series CSV (chartable points only). Pro (coming soon, join the waitlist): full all-metrics history CSV, denser history and alerts. Paid API keys (Hobby, Builder, Team) are issued by hand by email for now; see pricing.
API keys and rate limits
Keys are optional. No key means the Free plan: 100 requests per day per IP. Paid keys come with API Hobby, Builder and Team on pricing and are issued by email for now.
| Plan | Requests/day (UTC) | Keys | Extras |
|---|---|---|---|
| Free | 100 per IP | none | Static JSON/CSV, search, compare, MCP |
| Hobby ($9/mo) | 2,000 | 1 | Commercial use |
| Builder ($19/mo) | 10,000 | 1 | Full history CSV: /api/v1/export.csv |
| Team ($79/mo) | 25,000 shared | 5 | Bulk JSONL: /api/v1/export.jsonl |
Send the key as X-API-Key: mrl_live_… or Authorization: Bearer mrl_live_…. The limit is counted on the function endpoints: /api/v1/search.json, /api/v1/compare.json, the export endpoints and /mcp (only tools/call counts). Static files under /api/v1/ stay free and are not metered.
Every metered response carries X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Reset (Unix seconds, next UTC midnight) and X-RateLimit-Plan. Over the limit you get HTTP 429 with Retry-After. A wrong or revoked key gets 401. Counts are approximate.
Pay per call (no signup): x402
Agents can pay with x402 in USDC on Base, with no account and no key. The free tier is unchanged: 100 requests/day per IP and every static /api/v1/*.json file stay free.
| What | Price | How |
|---|---|---|
search / compare / MCP tools/call past the free 100/day | $0.005 per call | The 429 becomes a 402 with a PAYMENT-REQUIRED header; retry with PAYMENT-SIGNATURE |
/api/v1/export.csv (full history) | $0.25 per download | Pay instead of a Builder key |
/api/v1/export.jsonl (bulk) | $0.50 per download | Pay instead of a Team key |
| API pass: hobby, 1 day | $0.50 | POST /api/v1/passes?plan=hobby&days=1 or MCP buy_api_pass; returns an expiring key |
| API pass: hobby, 30 days | $9 | POST /api/v1/passes?plan=hobby&days=30 or MCP buy_api_pass; returns an expiring key |
| API pass: builder, 30 days | $19 | POST /api/v1/passes?plan=builder&days=30 or MCP buy_api_pass; returns an expiring key |
| API pass: team, 30 days | $79 | POST /api/v1/passes?plan=team&days=30 or MCP buy_api_pass; returns an expiring key |
MCP: an unpaid call past the quota returns a tool result with isError: true and the PaymentRequired object in structuredContent; retry with params._meta["x402/payment"]. Clients: @x402/fetch (wrapFetchWithPayment) or any x402 v2 client.