Builders in Fintech

Reliability

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "builders-in-fintech": {
      "type": "http",
      "url": "https://buildersinfintech.ai/mcp"
    }
  }
}

25 tools

• get_topic_digest

  The 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…

• search_organizations

  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…

• get_organization

  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…

• 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.

• get_person

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

• 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.

• largest_rounds

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

• 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.

• funding_summary

  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…

• get_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…

• get_signals_report

  The 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+…

• get_investor_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…

• search_products

  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…

• get_product

  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…

• find_providers

  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), optionally min_agent_ready (1–5, the product's Agent-Ready score; available once those results…

• list_provider_filters

  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_content

  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…

• get_content

  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_knowledge

  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…

• list_events

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

• list_topics

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

• list_countries

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

• get_daily_digest

  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…

• list_raising

  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…

• about

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

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