Fintech companies, products, rounds, investors, news, Agent-Ready scores. Free, keyless, CC BY 4.0.
Connect Remote server
claude mcp add --transport http fintech-data https://buildersinfintech.ai/mcp{
"mcpServers": {
"fintech-data": {
"url": "https://buildersinfintech.ai/mcp"
}
}
}{
"servers": {
"fintech-data": {
"type": "http",
"url": "https://buildersinfintech.ai/mcp"
}
}
}Settings > Connectors > Add custom connector
URL: https://buildersinfintech.ai/mcpTools 31 found in our last check
search_fundsVenture funds (fintech, partly fintech or generalist) with their manager, status, stages, latest close and size or target. Amounts are as announced, in their own currency, never converted. size is from the latest first/interim/final close with an amount; a target is never report…
list_fund_closesApproved venture-fund closes, newest first: fund, manager, close_type (launch, target, first, interim, final, unspecified), date, amount and currency as announced, source. Amounts are as announced, in their own currency, never converted. size is from the latest first/interim/fin…
list_deploying_fundsFunds that raised in the last 24 months and are backing fintech rounds in the last 12: approved funds (not other-sector) whose latest first/interim/final close is within 24 months and whose manager invested in public equity rounds in the last 12 months (at least 1 for fintech fu…
coverage_checkHow many investors backed public fintech equity rounds in the last 12 months that match a country / stage / sub-sector, the top 3 investors by matching rounds (with whether they have a fund on Deploying now), and a coverage caveat (share of rounds in the period with a known coun…
search_reportsFintech reports, white papers, surveys and data, newest first, with publisher, type, date and gated flag. Reports are published by the companies, investors, consultancies and analysts named as publisher; we link to the publisher's page and never host the file. Figures are quoted…
get_reportOne report by slug: publisher and co-publishers, date, type, gated flag, summary, up to 5 key figures (value and unit exactly as written, each with page_ref), methodology note, source_url (the publisher's own page for the report) and the news / newsletters that covered it. Repor…
get_topic_digestThe weekly digest for one topic (currently the topics with a digest, e.g. 'stablecoins', 'agentic-payments'): published news tagged with the topic or its sub-topics in one ISO week (Monday to Monday, Europe/Rome), newest first, plus the approved funding rounds linked to those st…
search_organizationsSearch 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…
get_organizationFull 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, newslett…
search_peopleSearch 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_personFull public profile for one person by slug: bio, roles and coverage.
list_funding_roundsApproved 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_roundsLargest disclosed equity rounds, ranked per currency (amounts are never converted between currencies).
most_active_investorsInvestors 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_summaryCounts 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 round category (equity, debt, grant, ipo;…
get_funding_indexThe 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…
get_signals_reportThe monthly Fintech Signals report: stored figures for approved equity rounds in one month (headline rounds and per-currency totals/medians, comparison with previous months, largest rounds per currency, stages, countries with 3+ rounds, topics with 5+ rounds, investors with 2+ r…
get_investor_scorecardFollow-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_eligi…
search_productsSearch 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 the…
get_productFull 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…
find_providersFind 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), optionally min_agent_ready (1–5, the product's Agent-Ready score; available once those results…
list_provider_filtersValid 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_contentFull-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, ro…
get_contentOne 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_knowledgeSearch 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…
list_eventsApproved fintech events, upcoming by default, with optional country, format, topic and month filters.
list_topicsEvery public topic with its slug and URL, for use as a filter in the other tools.
list_countriesCountries that have public coverage, with company and content counts.
get_daily_digestOne 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: d…
list_raisingFintech 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 provid…
aboutWhat this database covers, how to cite it, and where the bulk downloads live.
Details
| Endpoint | https://buildersinfintech.ai/mcp (Streamable HTTP) |
| First published | 3 Nov 2026 |
| Last updated | 3 Nov 2026 |
| Registry name | ai.buildersinfintech/fintech-data |
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