Server definition
- Hash
- sha256:d53d258abe8e94363ddf116d39276e6df54eea5a3e51eb37b981ce7a9f634b72
- What it is
- What a remote MCP server returned when asked what it offers: 14 tools
The blob, as servednamed by its sha256
{
"instructions": "Sourced data on real AI-agent businesses. Always cite source_url when quoting a figure. If source_sync_stale_since is set, say the figure is the last synced value as of that date. Tier is about funding, not size. Tools are free up to 100 calls/day; past that each tools/call costs $0.005 via x402 (USDC on Base), or buy an API pass with buy_api_pass.",
"tools": [
{
"description": "Buy an expiring MRR Ledger API key with x402 (USDC on Base). Call without payment to get the PaymentRequired terms, then retry with params._meta[\"x402/payment\"]. Options: hobby 1 day $0.50, hobby 30 days $9, builder 30 days $19, team 30 days $79.",
"inputSchema": {
"additionalProperties": false,
"properties": {
"days": {
"default": 30,
"enum": [
1,
30
],
"type": "integer"
},
"plan": {
"enum": [
"hobby",
"builder",
"team"
],
"type": "string"
}
},
"required": [
"plan"
],
"type": "object"
},
"name": "buy_api_pass",
"outputSchema": null
},
{
"description": "Side-by-side compare of two sourced businesses by slug. Returns briefs (name, tier, category, annualized revenue + basis, pricing model, founded, top lessons, growth series) and a diff (annualized_a/b, ratio, same_category, same_tier). Same slug is allowed.",
"inputSchema": {
"properties": {
"a": {
"description": "First business slug",
"type": "string"
},
"b": {
"description": "Second business slug",
"type": "string"
}
},
"required": [
"a",
"b"
],
"type": "object"
},
"name": "compare_businesses",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": false,
"properties": {
"a": {
"additionalProperties": true,
"type": "object"
},
"b": {
"additionalProperties": true,
"type": "object"
},
"diff": {
"additionalProperties": true,
"properties": {
"annualized_a": {
"type": [
"number",
"null"
]
},
"annualized_b": {
"type": [
"number",
"null"
]
},
"ratio": {
"type": [
"number",
"null"
]
},
"same_category": {
"type": "boolean"
},
"same_slug": {
"type": "boolean"
},
"same_tier": {
"type": "boolean"
}
},
"required": [
"annualized_a",
"annualized_b",
"same_category",
"same_tier",
"same_slug"
],
"type": "object"
}
},
"required": [
"a",
"b",
"diff"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Get the full sourced record for one business by slug.",
"inputSchema": {
"properties": {
"slug": {
"type": "string"
}
},
"required": [
"slug"
],
"type": "object"
},
"name": "get_business",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"annualized_revenue_basis": {
"type": [
"string",
"null"
]
},
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"badge_plain_url": {
"type": "string"
},
"badge_url": {
"type": "string"
},
"business_model": {
"type": [
"string",
"null"
]
},
"category": {
"type": "string"
},
"confidence": {
"type": [
"string",
"null"
]
},
"founded": {
"type": [
"string",
"null"
]
},
"growth_series": {
"type": "array"
},
"lessons": {
"items": {
"type": "string"
},
"type": "array"
},
"metrics": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"one_liner": {
"type": [
"string",
"null"
]
},
"related": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"source_sync_stale_since": {
"type": [
"string",
"null"
]
},
"tier": {
"type": "string"
},
"url": {
"type": "string"
},
"url_profile": {
"type": "string"
},
"what_the_agent_does": {
"type": [
"string",
"null"
]
}
},
"required": [
"slug",
"name",
"metrics",
"url_profile"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Get one category's insights by slug (or id) from the built categories.json (label, count, ranked_count, median_annualized_usd, median_annualized_by_tier, members with global rank, url_page). Same shape as one list_categories result. Missing slug → isError.",
"inputSchema": {
"properties": {
"slug": {
"description": "Category slug (e.g. coding-agents, customer-support, indie-solo).",
"type": "string"
}
},
"required": [
"slug"
],
"type": "object"
},
"name": "get_category",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"count": {
"type": "number"
},
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"median_annualized_by_tier": {
"additionalProperties": {
"properties": {
"label": {
"type": "string"
},
"median_annualized_usd": {
"type": "number"
},
"n": {
"type": "number"
}
},
"required": [
"n",
"median_annualized_usd"
],
"type": "object"
},
"type": "object"
},
"median_annualized_usd": {
"type": [
"number",
"null"
]
},
"members": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"name": {
"type": "string"
},
"rank": {
"type": [
"number",
"null"
]
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"url_profile": {
"type": "string"
}
},
"required": [
"slug",
"name",
"url_profile"
],
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"ranked_count": {
"type": "number"
},
"slug": {
"type": "string"
},
"url_page": {
"type": "string"
}
},
"required": [
"slug",
"label",
"count",
"ranked_count",
"members"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Dated annualized revenue points (ARR/MRR/Revenue) for one business. Returns empty series if fewer than 2 sourced dates.",
"inputSchema": {
"properties": {
"slug": {
"type": "string"
}
},
"required": [
"slug"
],
"type": "object"
},
"name": "get_growth",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": false,
"properties": {
"data": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_usd": {
"type": "number"
},
"as_of": {
"type": "string"
},
"label": {
"type": "string"
},
"source_name": {
"type": [
"string",
"null"
]
},
"source_url": {
"type": "string"
},
"value_text": {
"type": [
"string",
"null"
]
},
"value_usd": {
"type": "number"
}
},
"required": [
"as_of",
"annualized_usd",
"label",
"value_usd",
"source_url"
],
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"slug": {
"type": "string"
}
},
"required": [
"slug",
"name",
"data"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Get one tag's insights by slug from the built tags.json (count, ranked_count, median_annualized_usd, median_annualized_by_tier, members, url_page). Same shape as one list_tags result. Missing slug → isError.",
"inputSchema": {
"properties": {
"slug": {
"description": "Tag slug (e.g. trustmrr, mcp, seo).",
"type": "string"
}
},
"required": [
"slug"
],
"type": "object"
},
"name": "get_tag",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"count": {
"type": "number"
},
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"median_annualized_by_tier": {
"additionalProperties": {
"properties": {
"label": {
"type": "string"
},
"median_annualized_usd": {
"type": "number"
},
"n": {
"type": "number"
}
},
"required": [
"n",
"median_annualized_usd"
],
"type": "object"
},
"type": "object"
},
"median_annualized_usd": {
"type": [
"number",
"null"
]
},
"members": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"name": {
"type": "string"
},
"rank": {
"type": [
"number",
"null"
]
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"url_profile": {
"type": "string"
}
},
"required": [
"slug",
"name",
"url_profile"
],
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"ranked_count": {
"type": "number"
},
"slug": {
"type": "string"
},
"url_page": {
"type": "string"
}
},
"required": [
"slug",
"label",
"count",
"ranked_count",
"members"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Compact hub totals: business/ranked/chartable/lesson counts, category and tier counts, source-sync-stale and older-figure counts, median annualized among ranked, payment-verified headline count/share (verified_headline_count, verified_headline_share, by processor), latest changelog date, today's feature slug, MCP tool count. No arguments.",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "hub_stats",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"acquired_count": {
"type": "number"
},
"acquired_slugs": {
"items": {
"type": "string"
},
"type": "array"
},
"business_count": {
"type": "number"
},
"category_counts": {
"additionalProperties": {
"type": "number"
},
"type": "object"
},
"chartable_count": {
"type": "number"
},
"generated": {
"type": "string"
},
"latest_changelog_date": {
"type": [
"string",
"null"
]
},
"lesson_count": {
"type": "number"
},
"mcp_tool_count": {
"type": "number"
},
"median_annualized_by_category": {
"additionalProperties": {
"properties": {
"label": {
"type": "string"
},
"median_annualized_usd": {
"type": [
"number",
"null"
]
},
"n": {
"type": "number"
}
},
"required": [
"n"
],
"type": "object"
},
"type": "object"
},
"median_annualized_by_tier": {
"type": "object"
},
"median_annualized_usd": {
"type": [
"number",
"null"
]
},
"median_note": {
"type": "string"
},
"older_figure_count": {
"type": "number"
},
"ranked_count": {
"type": "number"
},
"revenue_disclosed_count": {
"type": "number"
},
"revenue_undisclosed_count": {
"type": "number"
},
"source_sync_stale_count": {
"type": "number"
},
"tier_counts": {
"additionalProperties": {
"type": "number"
},
"type": "object"
},
"todays_feature": {
"type": [
"string",
"null"
]
}
},
"required": [
"business_count",
"mcp_tool_count",
"source_sync_stale_count"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Top agentic businesses ranked by most recent publicly reported annualized revenue.",
"inputSchema": {
"properties": {
"category": {
"type": "string"
},
"limit": {
"type": "number"
},
"verified_only": {
"description": "Keep only businesses whose headline figure is payment-processor verified (headline_verification not null).",
"type": "boolean"
}
},
"type": "object"
},
"name": "leaderboard",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"basis": {
"type": [
"string",
"null"
]
},
"category": {
"type": "string"
},
"confidence": {
"type": [
"string",
"null"
]
},
"headline_verification": {
"description": "How the headline figure is verified: {method, processor, via} for payment-connected figures, else null.",
"type": [
"object",
"null"
]
},
"name": {
"type": "string"
},
"one_liner": {
"type": [
"string",
"null"
]
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"source_sync_stale_since": {
"type": [
"string",
"null"
]
},
"tier": {
"type": "string"
},
"url_profile": {
"type": "string"
}
},
"required": [
"slug",
"name",
"annualized_revenue_usd",
"url_profile"
],
"type": "object"
},
"type": "array"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "List every category with count, ranked_count, median_annualized_usd (among ranked members), median_annualized_by_tier (venture/indie/experiment split), and members (slug, name, global rank, annualized_revenue_usd, revenue_disclosed, url_profile). Optional limit caps how many categories are returned (default all).",
"inputSchema": {
"properties": {
"limit": {
"description": "Max categories to return (default: all).",
"type": "number"
}
},
"type": "object"
},
"name": "list_categories",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"method": {
"type": "string"
},
"results": {
"items": {
"additionalProperties": true,
"properties": {
"count": {
"type": "number"
},
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"median_annualized_by_tier": {
"additionalProperties": {
"properties": {
"label": {
"type": "string"
},
"median_annualized_usd": {
"type": "number"
},
"n": {
"type": "number"
}
},
"required": [
"n",
"median_annualized_usd"
],
"type": "object"
},
"type": "object"
},
"median_annualized_usd": {
"type": [
"number",
"null"
]
},
"members": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"name": {
"type": "string"
},
"rank": {
"type": [
"number",
"null"
]
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"url_profile": {
"type": "string"
}
},
"required": [
"slug",
"name",
"url_profile"
],
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"ranked_count": {
"type": "number"
},
"slug": {
"type": "string"
},
"url_page": {
"type": "string"
}
},
"required": [
"slug",
"label",
"count",
"ranked_count",
"members"
],
"type": "object"
},
"type": "array"
},
"returned": {
"type": "number"
},
"total": {
"type": "number"
}
},
"required": [
"total",
"returned",
"results"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "List every free-text tag (from business tags[]) with slug, label, count, ranked_count, median_annualized_usd (among ranked members), median_annualized_by_tier (venture/indie/experiment split), and members (slug, name, global rank, annualized_revenue_usd, revenue_disclosed, url_profile). Sorted by count desc then label. Optional limit caps how many tags are returned (default all). Includes n=1 tags (HTML /tags/ index floors at count≥2).",
"inputSchema": {
"properties": {
"limit": {
"description": "Max tags to return (default: all).",
"type": "number"
}
},
"type": "object"
},
"name": "list_tags",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"method": {
"type": "string"
},
"results": {
"items": {
"additionalProperties": true,
"properties": {
"count": {
"type": "number"
},
"id": {
"type": "string"
},
"label": {
"type": "string"
},
"median_annualized_by_tier": {
"additionalProperties": {
"properties": {
"label": {
"type": "string"
},
"median_annualized_usd": {
"type": "number"
},
"n": {
"type": "number"
}
},
"required": [
"n",
"median_annualized_usd"
],
"type": "object"
},
"type": "object"
},
"median_annualized_usd": {
"type": [
"number",
"null"
]
},
"members": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"name": {
"type": "string"
},
"rank": {
"type": [
"number",
"null"
]
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"url_profile": {
"type": "string"
}
},
"required": [
"slug",
"name",
"url_profile"
],
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"ranked_count": {
"type": "number"
},
"slug": {
"type": "string"
},
"url_page": {
"type": "string"
}
},
"required": [
"slug",
"label",
"count",
"ranked_count",
"members"
],
"type": "object"
},
"type": "array"
},
"returned": {
"type": "number"
},
"total": {
"type": "number"
}
},
"required": [
"total",
"returned",
"results"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Search sourced agentic businesses by keyword, category, or tier. Matches name, slug, one-liner, tags, what_the_agent_does, and lessons (same haystack as /api/v1/search.json). Returns name, slug, one-liner, annualized revenue (USD) and source.",
"inputSchema": {
"properties": {
"category": {
"type": "string"
},
"limit": {
"type": "number"
},
"query": {
"type": "string"
},
"tier": {
"description": "Funding-based, not size-based: venture = raised outside venture money (even if small), indie = bootstrapped/founder-funded, experiment = agent-run or research project.",
"enum": [
"venture",
"indie",
"experiment"
],
"type": "string"
},
"verified_only": {
"description": "Keep only businesses whose headline figure is payment-processor verified (headline_verification not null).",
"type": "boolean"
}
},
"type": "object"
},
"name": "search_businesses",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"items": {
"additionalProperties": true,
"properties": {
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"basis": {
"type": [
"string",
"null"
]
},
"category": {
"type": "string"
},
"confidence": {
"type": [
"string",
"null"
]
},
"headline_verification": {
"description": "How the headline figure is verified: {method, processor, via} for payment-connected figures, else null.",
"type": [
"object",
"null"
]
},
"name": {
"type": "string"
},
"one_liner": {
"type": [
"string",
"null"
]
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"source_sync_stale_since": {
"type": [
"string",
"null"
]
},
"tier": {
"type": "string"
},
"url_profile": {
"type": "string"
}
},
"required": [
"slug",
"name",
"annualized_revenue_usd",
"url_profile"
],
"type": "object"
},
"type": "array"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Search lessons for builders drawn from every business (attributed, with keyword auto-tagged themes). Filter by free-text query (matches lesson text, business name, slug) and/or theme. Returns total matches, the theme rules, and up to limit lessons with profile URLs.",
"inputSchema": {
"properties": {
"limit": {
"description": "Default 10, max 50.",
"type": "number"
},
"query": {
"type": "string"
},
"theme": {
"description": "Theme id (pricing, growth, enterprise, trust, product, ops, other); labels like \"Trust & sourcing\" are accepted too.",
"enum": [
"pricing",
"growth",
"enterprise",
"trust",
"product",
"ops",
"other"
],
"type": "string"
}
},
"type": "object"
},
"name": "search_lessons",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"method": {
"type": "string"
},
"results": {
"items": {
"properties": {
"lesson": {
"type": "string"
},
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"themes": {
"items": {
"type": "string"
},
"type": "array"
},
"url_profile": {
"type": "string"
}
},
"required": [
"lesson",
"name",
"slug",
"themes",
"url_profile"
],
"type": "object"
},
"type": "array"
},
"returned": {
"type": "number"
},
"themes": {
"items": {
"properties": {
"count": {
"type": "number"
},
"id": {
"type": "string"
},
"label": {
"type": "string"
}
},
"required": [
"id",
"label"
],
"type": "object"
},
"type": "array"
},
"total": {
"type": "number"
}
},
"required": [
"total",
"returned",
"results"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Today's featured agentic business with lessons for builders.",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "todays_feature",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"oneOf": [
{
"additionalProperties": true,
"properties": {
"annualized_revenue_basis": {
"type": [
"string",
"null"
]
},
"annualized_revenue_usd": {
"type": [
"number",
"null"
]
},
"badge_plain_url": {
"type": "string"
},
"badge_url": {
"type": "string"
},
"business_model": {
"type": [
"string",
"null"
]
},
"category": {
"type": "string"
},
"confidence": {
"type": [
"string",
"null"
]
},
"founded": {
"type": [
"string",
"null"
]
},
"growth_series": {
"type": "array"
},
"lessons": {
"items": {
"type": "string"
},
"type": "array"
},
"metrics": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
"name": {
"type": "string"
},
"one_liner": {
"type": [
"string",
"null"
]
},
"related": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
"revenue_disclosed": {
"type": "boolean"
},
"slug": {
"type": "string"
},
"source_sync_stale_since": {
"type": [
"string",
"null"
]
},
"tier": {
"type": "string"
},
"url": {
"type": "string"
},
"url_profile": {
"type": "string"
},
"what_the_agent_does": {
"type": [
"string",
"null"
]
}
},
"required": [
"slug",
"name",
"metrics",
"url_profile"
],
"type": "object"
},
{
"type": "null"
}
]
}
},
"required": [
"result"
],
"type": "object"
}
},
{
"description": "Dataset change log, newest first: businesses added, new sourced data points (with source_url), revisions and re-dated points. Filter by since (YYYY-MM-DD, inclusive, America/Toronto dates), slug, and kind.",
"inputSchema": {
"properties": {
"kind": {
"enum": [
"dataset_created",
"business_added",
"business_removed",
"metric_added",
"metric_revised",
"metric_redated",
"metric_removed"
],
"type": "string"
},
"limit": {
"description": "Default 20, max 100.",
"type": "number"
},
"since": {
"description": "YYYY-MM-DD",
"type": "string"
},
"slug": {
"type": "string"
}
},
"type": "object"
},
"name": "whats_new",
"outputSchema": {
"additionalProperties": false,
"properties": {
"result": {
"additionalProperties": true,
"properties": {
"latest": {
"type": [
"string",
"null"
]
},
"method": {
"type": "string"
},
"results": {
"items": {
"additionalProperties": true,
"type": "object"
},
"type": "array"
},
"returned": {
"type": "number"
},
"total": {
"type": "number"
}
},
"required": [
"total",
"returned",
"results"
],
"type": "object"
}
},
"required": [
"result"
],
"type": "object"
}
}
]
}Verify it yourself
curl -s https://api.teppi.xyz/v1/evidence/sha256:d53d258abe8e94363ddf116d39276e6df54eea5a3e51eb37b981ce7a9f634b72 | sha256sum