Builders in Fintech
Fintech funding rounds, companies, investors and podcast knowledge. Free, keyless, CC BY 4.0.
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Calidad y seguridad
Hallazgos (1)
- LOWTool 'get_person' description lacks action verben get_person
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"fintech-data": {
"url": "https://buildersinfintech.ai/mcp"
}
}
}Puntos de conexión remotos
https://buildersinfintech.ai/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (19)
🟢search_organizations(q, query, kind, country, limit)
Search fintech companies and investors by name, kind or country. Returns public profiles with canonical URLs. Arguments: q (or query): text to search for, matched against the name. With no q the tool returns a plain alphabetical list (first 25 by default). Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "q (or query): text to search for. Omit for a plain alphabetical list."
},
"query": {
"type": "string",
"description": "Alias of q; q wins if both are sent."
},
"kind": {
"type": "string",
"enum": [
"company",
"investor"
],
"description": "Restrict to companies or investors."
},
"country": {
"type": "string",
"description": "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢get_organization(slug)
Full public profile for one organization by slug: description, country, funding rounds (raised or led), people, any disclosure, our published coverage of it (articles, newsletter issues, podcast episodes), and its products (company-provided, not part of the CC BY dataset).
Esquema de entrada
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Organization slug from its URL."
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢search_people(q, query, limit)
Search founders, operators and investors covered by the publication. Arguments: q (or query): text to search for, matched against the full name. With no q the tool returns a plain alphabetical list (first 25 by default). Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "q (or query): text to search for. Omit for a plain alphabetical list."
},
"query": {
"type": "string",
"description": "Alias of q; q wins if both are sent."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢get_person(slug)
Full public profile for one person by slug: bio, roles and coverage.
Esquema de entrada
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Person slug from their URL."
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢list_funding_rounds(country, topic, category, round_type, currency, ...)
Approved funding rounds, newest first, with optional filters and keyset pagination. Pass the returned next_cursor fields (after_date, after_id) to get the next page.
Esquema de entrada
{
"type": "object",
"properties": {
"country": {
"type": "string",
"description": "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive. Matches the company's country."
},
"topic": {
"type": "string",
"description": "Topic slug."
},
"category": {
"type": "string",
"enum": [
"equity",
"debt",
"fund",
"grant",
"ipo"
],
"description": "Round category: equity, debt, fund (fund close), grant or ipo (initial public offering; amount is the offering size when disclosed)."
},
"round_type": {
"type": "string",
"description": "Round type, e.g. 'Series A'."
},
"currency": {
"type": "string",
"description": "Currency code, e.g. 'EUR'."
},
"amount_min": {
"type": "number",
"description": "Minimum disclosed amount in the announced currency."
},
"from": {
"type": "string",
"description": "Earliest announced date (YYYY-MM-DD)."
},
"to": {
"type": "string",
"description": "Latest announced date (YYYY-MM-DD)."
},
"after_date": {
"type": "string",
"description": "Cursor: announced date of the last row seen."
},
"after_id": {
"type": "string",
"description": "Cursor: id of the last row seen."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢largest_rounds(year, per_currency)
Largest disclosed equity rounds, ranked per currency (amounts are never converted between currencies).
Esquema de entrada
{
"type": "object",
"properties": {
"year": {
"type": "integer",
"description": "Restrict to one calendar year."
},
"per_currency": {
"type": "integer",
"description": "Rows per currency (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢most_active_investors(country, category, from, to, limit)
Investors ranked by the number of approved rounds they appear in. Category defaults to equity. With a country, only rounds of companies headquartered in that country are counted; the country may be a slug ('italy') or a two-letter ISO code ('IT'), case-insensitive.
Esquema de entrada
{
"type": "object",
"properties": {
"country": {
"type": "string",
"description": "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive. Counts rounds of companies headquartered there."
},
"category": {
"type": "string",
"enum": [
"equity",
"debt",
"fund",
"grant",
"ipo"
],
"description": "Round category (equity, debt, fund, grant, ipo). Defaults to equity."
},
"from": {
"type": "string",
"description": "Earliest announced date (YYYY-MM-DD)."
},
"to": {
"type": "string",
"description": "Latest announced date (YYYY-MM-DD)."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢funding_summary(from, to, country, topic)
Counts for a slice of the funding database: rounds, countries, totals per announced currency, undisclosed rounds and rounds per category. Note: rounds, per_currency and undisclosed count equity rounds only, while by_category covers every category (equity, debt, fund, grant, ipo), so the category split can sum higher than the round count.
Esquema de entrada
{
"type": "object",
"properties": {
"from": {
"type": "string",
"description": "Earliest announced date (YYYY-MM-DD)."
},
"to": {
"type": "string",
"description": "Latest announced date (YYYY-MM-DD)."
},
"country": {
"type": "string",
"description": "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."
},
"topic": {
"type": "string",
"description": "Topic slug."
}
},
"required": [],
"additionalProperties": false
}🟢get_funding_index(week, weeks)
The weekly Builders Fintech Funding Index of approved equity rounds (ISO weeks). Arguments: week (optional, 'YYYY-Www', e.g. '2026-W39') returns that week; otherwise the latest weeks, newest first. weeks (optional, 1–104, default 1) sets how many. Count Index = rounds this week / average of the prior 12 weeks × 100. USD median index uses disclosed USD rounds only (needs 5). Amounts are never converted. Published values are frozen; revised_* shows later corrections. coverage_affected is true when a coverage change falls in the week or its 12-week baseline; coverage_note then explains how the index overstates activity. Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"week": {
"type": "string",
"description": "ISO week, 'YYYY-Www' (e.g. '2026-W39'). Omit for the latest."
},
"weeks": {
"type": "integer",
"minimum": 1,
"maximum": 104,
"description": "How many recent weeks (default 1)."
}
},
"required": [],
"additionalProperties": false
}🟢get_investor_scorecard(slug)
Follow-on scorecard for one investor by slug: of the portfolio companies it first backed at least the window ago, the share that raised a later approved round (equity or IPO) within the window, at least gap_days after entry. Only returned when the investor has at least min_eligible eligible companies. Arguments: slug (required). Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Investor slug from its URL."
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢search_products(q, query, category, country, api_available, ...)
Search fintech products by text, category, market, API availability or customer type. Company-provided, not part of the CC BY dataset. Each result carries provided_by, last_confirmed_at and sponsored; sponsorship never changes ordering. Arguments: q (or query) matched against name and short description; with no q the tool lists products alphabetically. cursor is the opaque next_cursor from a previous page. Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "q (or query): text to search for. Omit for a plain alphabetical list."
},
"query": {
"type": "string",
"description": "Alias of q; q wins if both are sent."
},
"category": {
"type": "string",
"description": "Category slug, e.g. 'payments'."
},
"country": {
"type": "string",
"description": "Market. Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."
},
"api_available": {
"type": "boolean",
"description": "Only products with (true) or without (false) an API."
},
"customer_type": {
"type": "string",
"enum": [
"B2B",
"B2C",
"B2B2C"
],
"description": "Customer type."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
},
"cursor": {
"type": "string",
"description": "next_cursor from the previous page."
}
},
"required": [],
"additionalProperties": false
}🟢get_product(slug)
Full public listing for one product by slug: description, category, markets, customer type, API, pricing model, links and the company. Company-provided, not part of the CC BY dataset. Each result carries provided_by, last_confirmed_at and sponsored; sponsorship never changes ordering.
Esquema de entrada
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Product slug from its URL."
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢search_content(q, query, kinds, limit)
Full-text search across published news, newsletter issues, podcast episodes and public entity pages. Arguments: q (or query): text to search for, at least 2 characters — required, this tool has no plain-list mode. Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "q (or query): text to search for (required, min 2 characters)."
},
"query": {
"type": "string",
"description": "Alias of q; q wins if both are sent."
},
"kinds": {
"type": "array",
"items": {
"type": "string"
},
"description": "Restrict to kinds, e.g. ['news','podcast','organization']."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢get_content(content_type, slug)
One published item by type and slug, with its body text (truncated), topics, countries, organizations and people. News items also include a corrections array (date + note), newest first.
Esquema de entrada
{
"type": "object",
"properties": {
"content_type": {
"type": "string",
"enum": [
"news",
"newsletter",
"podcast"
],
"description": "Which section."
},
"slug": {
"type": "string",
"description": "Slug from the URL."
}
},
"required": [
"content_type",
"slug"
],
"additionalProperties": false
}🟢search_podcast_knowledge(q, query, organization, person, fact_type, ...)
Search attributed facts and question-and-answer pairs from Builders in Fintech podcast episodes (as stated by the guest, not independently verified). Arguments: q (or query) matched against fact text, and against questions and answers; organization (slug) = facts linked to that company or investor; person (slug) = facts said by that person; fact_type (figure, fact, plan, view); episode (podcast episode slug); limit; cursor (next_cursor from the previous page). With no q the tool lists the newest facts. The qa array is returned only when q is given and honours q and episode only. Unknown arguments are rejected.
Esquema de entrada
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "q (or query): text to search for. Omit to list the newest facts."
},
"query": {
"type": "string",
"description": "Alias of q; q wins if both are sent."
},
"organization": {
"type": "string",
"description": "Organization slug: facts linked to it."
},
"person": {
"type": "string",
"description": "Person slug: facts said by them."
},
"fact_type": {
"type": "string",
"enum": [
"figure",
"fact",
"plan",
"view"
],
"description": "Kind of fact."
},
"episode": {
"type": "string",
"description": "Podcast episode slug."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50,
"description": "Max facts (≤50)."
},
"cursor": {
"type": "string",
"description": "next_cursor from the previous page."
}
},
"required": [],
"additionalProperties": false
}🟢list_events(upcoming, country, format, topic, month, ...)
Approved fintech events, upcoming by default, with optional country, format, topic and month filters.
Esquema de entrada
{
"type": "object",
"properties": {
"upcoming": {
"type": "boolean",
"description": "Only events that have not ended yet (default true)."
},
"country": {
"type": "string",
"description": "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."
},
"format": {
"type": "string",
"enum": [
"in_person",
"online",
"hybrid"
],
"description": "Event format."
},
"topic": {
"type": "string",
"description": "Topic slug."
},
"month": {
"type": "string",
"description": "Month as YYYY-MM."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 200,
"description": "Max rows (≤200)."
}
},
"required": [],
"additionalProperties": false
}🟢list_topics
Every public topic with its slug and URL, for use as a filter in the other tools.
Esquema de entrada
{
"type": "object",
"properties": {},
"required": [],
"additionalProperties": false
}🟢list_countries
Countries that have public coverage, with company and content counts.
Esquema de entrada
{
"type": "object",
"properties": {},
"required": [],
"additionalProperties": false
}🟢about
What this database covers, how to cite it, and where the bulk downloads live.
Esquema de entrada
{
"type": "object",
"properties": {},
"required": [],
"additionalProperties": false
}Comunidad
Evidencia