MCP-Server
Builders in Fintech
ai.buildersinfintech/fintech-data
Was dieses MCP kann
Provides searchable fintech company, investor, funding-round, product, event, publication and podcast data.
Funktionen
Tools
19
Tools
about
About this server
What this database covers, how to cite it, and where the bulk downloads live.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}
funding_summary
Funding totals
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'to': {'type': 'string', 'description': 'Latest announced date (YYYY-MM-DD).'}, 'from': {'type': 'string', 'description': 'Earliest announced date (YYYY-MM-DD).'}, 'topic': {'type': 'string', 'description': 'Topic slug.'}, 'country': {'type': 'string', 'description': "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."}}, 'additionalProperties': False}
get_content
Get an article, issue or episode
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['content_type', 'slug'], 'properties': {'slug': {'type': 'string', 'description': 'Slug from the URL.'}, 'content_type': {'enum': ['news', 'newsletter', 'podcast'], 'type': 'string', 'description': 'Which section.'}}, 'additionalProperties': False}
get_funding_index
Get the Funding Index
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'week': {'type': 'string', 'description': "ISO week, 'YYYY-Www' (e.g. '2026-W39'). Omit for the latest."}, 'weeks': {'type': 'integer', 'maximum': 104, 'minimum': 1, 'description': 'How many recent weeks (default 1).'}}, 'additionalProperties': False}
get_investor_scorecard
Get an investor's follow-on scorecard
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Investor slug from its URL.'}}, 'additionalProperties': False}
get_organization
Get a company or investor
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).
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Organization slug from its URL.'}}, 'additionalProperties': False}
get_person
Get a person
Full public profile for one person by slug: bio, roles and coverage.
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Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Person slug from their URL.'}}, 'additionalProperties': False}
get_product
Get a fintech product
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': 'Product slug from its URL.'}}, 'additionalProperties': False}
largest_rounds
Largest funding rounds
Largest disclosed equity rounds, ranked per currency (amounts are never converted between currencies).
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'year': {'type': 'integer', 'description': 'Restrict to one calendar year.'}, 'per_currency': {'type': 'integer', 'description': 'Rows per currency (≤200).'}}, 'additionalProperties': False}
list_countries
List countries
Countries that have public coverage, with company and content counts.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}
list_events
List fintech events
Approved fintech events, upcoming by default, with optional country, format, topic and month filters.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, 'month': {'type': 'string', 'description': 'Month as YYYY-MM.'}, 'topic': {'type': 'string', 'description': 'Topic slug.'}, 'format': {'enum': ['in_person', 'online', 'hybrid'], 'type': 'string', 'description': 'Event format.'}, 'country': {'type': 'string', 'description': "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."}, 'upcoming': {'type': 'boolean', 'description': 'Only events that have not ended yet (default true).'}}, 'additionalProperties': False}
list_funding_rounds
List funding rounds
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'to': {'type': 'string', 'description': 'Latest announced date (YYYY-MM-DD).'}, 'from': {'type': 'string', 'description': 'Earliest announced date (YYYY-MM-DD).'}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, 'topic': {'type': 'string', 'description': 'Topic slug.'}, 'country': {'type': 'string', 'description': "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive. Matches the company's country."}, 'after_id': {'type': 'string', 'description': 'Cursor: id of the last row seen.'}, 'category': {'enum': ['equity', 'debt', 'fund', 'grant', 'ipo'], 'type': 'string', 'description': 'Round category: equity, debt, fund (fund close), grant or ipo (initial public offering; amount is the offering size when disclosed).'}, 'currency': {'type': 'string', 'description': "Currency code, e.g. 'EUR'."}, 'after_date': {'type': 'string', 'description': 'Cursor: announced date of the last row seen.'}, 'amount_min': {'type': 'number', 'description': 'Minimum disclosed amount in the announced currency.'}, 'round_type': {'type': 'string', 'description': "Round type, e.g. 'Series A'."}}, 'additionalProperties': False}
list_topics
List topics
Every public topic with its slug and URL, for use as a filter in the other tools.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {}, 'additionalProperties': False}
most_active_investors
Most active investors
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'to': {'type': 'string', 'description': 'Latest announced date (YYYY-MM-DD).'}, 'from': {'type': 'string', 'description': 'Earliest announced date (YYYY-MM-DD).'}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, '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': {'enum': ['equity', 'debt', 'fund', 'grant', 'ipo'], 'type': 'string', 'description': 'Round category (equity, debt, fund, grant, ipo). Defaults to equity.'}}, 'additionalProperties': False}
search_content
Search the publication
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'q': {'type': 'string', 'description': 'q (or query): text to search for (required, min 2 characters).'}, 'kinds': {'type': 'array', 'items': {'type': 'string'}, 'description': "Restrict to kinds, e.g. ['news','podcast','organization']."}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, 'query': {'type': 'string', 'description': 'Alias of q; q wins if both are sent.'}}, 'additionalProperties': False}
search_organizations
Search companies and investors
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'q': {'type': 'string', 'description': 'q (or query): text to search for. Omit for a plain alphabetical list.'}, 'kind': {'enum': ['company', 'investor'], 'type': 'string', 'description': 'Restrict to companies or investors.'}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, 'query': {'type': 'string', 'description': 'Alias of q; q wins if both are sent.'}, 'country': {'type': 'string', 'description': "Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."}}, 'additionalProperties': False}
search_people
Search people
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'q': {'type': 'string', 'description': 'q (or query): text to search for. Omit for a plain alphabetical list.'}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, 'query': {'type': 'string', 'description': 'Alias of q; q wins if both are sent.'}}, 'additionalProperties': False}
search_podcast_knowledge
Search podcast facts and Q&A
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'q': {'type': 'string', 'description': 'q (or query): text to search for. Omit to list the newest facts.'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1, 'description': 'Max facts (≤50).'}, 'query': {'type': 'string', 'description': 'Alias of q; q wins if both are sent.'}, 'cursor': {'type': 'string', 'description': 'next_cursor from the previous page.'}, 'person': {'type': 'string', 'description': 'Person slug: facts said by them.'}, 'episode': {'type': 'string', 'description': 'Podcast episode slug.'}, 'fact_type': {'enum': ['figure', 'fact', 'plan', 'view'], 'type': 'string', 'description': 'Kind of fact.'}, 'organization': {'type': 'string', 'description': 'Organization slug: facts linked to it.'}}, 'additionalProperties': False}
search_products
Search fintech products
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.
Nur Lesen
Idempotent
Eingabeschema
{'type': 'object', 'required': [], 'properties': {'q': {'type': 'string', 'description': 'q (or query): text to search for. Omit for a plain alphabetical list.'}, 'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (≤200).'}, 'query': {'type': 'string', 'description': 'Alias of q; q wins if both are sent.'}, 'cursor': {'type': 'string', 'description': 'next_cursor from the previous page.'}, 'country': {'type': 'string', 'description': "Market. Country as a slug ('italy') or a two-letter ISO code ('IT'); case-insensitive."}, 'category': {'type': 'string', 'description': "Category slug, e.g. 'payments'."}, 'api_available': {'type': 'boolean', 'description': 'Only products with (true) or without (false) an API.'}, 'customer_type': {'enum': ['B2B', 'B2C', 'B2B2C'], 'type': 'string', 'description': 'Customer type.'}}, 'additionalProperties': False}
Verlauf
Letzte Tool-Änderungen
Hinzugefügt
about
2. October 2026 02:40
Hinzugefügt
list_countries
2. October 2026 02:40
Hinzugefügt
list_topics
2. October 2026 02:40
Hinzugefügt
list_events
2. October 2026 02:40
Hinzugefügt
search_podcast_knowledge
2. October 2026 02:40
Hinzugefügt
get_content
2. October 2026 02:40
Hinzugefügt
search_content
2. October 2026 02:40
Hinzugefügt
get_product
2. October 2026 02:40
Hinzugefügt
search_products
2. October 2026 02:40
Hinzugefügt
get_investor_scorecard
2. October 2026 02:40
Hinzugefügt
get_funding_index
2. October 2026 02:40
Hinzugefügt
funding_summary
2. October 2026 02:40
Hinzugefügt
most_active_investors
2. October 2026 02:40
Hinzugefügt
largest_rounds
2. October 2026 02:40
Hinzugefügt
list_funding_rounds
2. October 2026 02:40
Hinzugefügt
get_person
2. October 2026 02:40
Hinzugefügt
search_people
2. October 2026 02:40
Hinzugefügt
get_organization
2. October 2026 02:40
Hinzugefügt
search_organizations
2. October 2026 02:40
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