BI

Builders in Fintech

ai.buildersinfintech/fintech-data

Fintech companies, products, investors, funding rounds, news, podcast. Free, keyless, CC BY 4.0.

Yes, your AI can use this right now.Answered a live MCP handshake in 2588 ms with no sign-in needed and exposes 23 tools.

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URL: https://buildersinfintech.ai/mcp

23 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
search_organizationsread-only

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.

get_organizationread-only

Full public profile for one organization by slug: description, country, funding rounds (raised or led), people, any disclosure, editor_disclosure (current when the editor holds equity, past when it previously did, otherwise none), our published coverage of it (articles, newsletter issues, podcast episodes), and its products (company-provided, not part of the CC BY dataset), each with an agent_acce

search_peopleread-only

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.

get_personread-only

Full public profile for one person by slug: bio, roles and coverage.

list_funding_roundsread-only

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.

largest_roundsread-only

Largest disclosed equity rounds, ranked per currency (amounts are never converted between currencies).

most_active_investorsread-only

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.

funding_summaryread-only

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.

get_funding_indexread-only

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 conve

get_investor_scorecardread-only

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.

search_productsread-only

Search fintech products by text, category, market, API availability, agent access (has_mcp, has_sandbox, has_api) or customer type. Each product carries an agent_access object (api_available, docs_url, openapi_url, sandbox_url, llms_txt_url, auth_method, mcp_url) when any of these is set. Company-provided, not part of the CC BY dataset. Each result carries provided_by, last_confirmed_at and sponso

get_productread-only

Full public listing for one product by slug: description, category, markets, customer type, API, pricing model, links, the company and an agent_access object (api_available, docs_url, openapi_url, sandbox_url, llms_txt_url, auth_method, mcp_url) when any is set, plus the company's lei, licences[] (with source_url and last_checked_at) and certifications[] (self-reported). Company-provided, not part

find_providersread-only

Find companies by product category, licence (licensed_in matches the home country or any passported country), licence type, authority, and agent access (has_sandbox, has_mcp, has_api). Returns each company with its approved products (with agent_access), LEI, licence summaries and self-reported certifications. Every licence carries source_url and last_checked_at so you can verify it on the regulato

list_provider_filtersread-only

Valid values for find_providers: product category slugs, licence type slugs, authority slugs, and the ISO codes of countries that have at least one public licence (home or passported).

search_contentread-only

Full-text search across published news, newsletter issues, podcast episodes, public entity pages, funding rounds and products. Result kinds: news, newsletter, podcast, company, investor, person, topic, country, funding_round, product; funding_round results also carry company, round_type, category, amount, currency, display_amount and announced_at. Arguments: q (or query): text to search for, at le

get_contentread-only

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.

search_podcast_knowledgeread-only

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 ep

list_eventsread-only

Approved fintech events, upcoming by default, with optional country, format, topic and month filters.

list_topicsread-only

Every public topic with its slug and URL, for use as a filter in the other tools.

list_countriesread-only

Countries that have public coverage, with company and content counts.

get_daily_digestread-only

One edition of the Builders in Fintech daily digest (weekdays): the equity rounds that became public in its window (largest first within USD, EUR, GBP, then other currencies; never converted), news published in the window, one upcoming event and any podcast episode. Arguments: date (optional, 'YYYY-MM-DD'); omit for the latest published edition. Only published editions are returned. Unknown argume

list_raisingread-only

Fintech companies that pitched Builders in Fintech and opted in to a public listing while they raise: company name, website, one-liner, stage, country, target raise (never converted) and a featured flag (featured = the 3 most recently approved live listings). Listings are provided by the companies, not verified, and not an offer. Argument: featured_only (optional boolean: only the 3 featured listi

aboutread-only

What this database covers, how to cite it, and where the bulk downloads live.

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