# Builders in Fintech

- Registry name: `ai.buildersinfintech/fintech-data` · version 1.1.0
- Categories (automatic, keyword rules): Markets & trading, Finance & markets, Audio & speech, AI, media & content, Company & business data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): prompts, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=ai.buildersinfintech%2Ffintech-data
- Server page: https://mcpstation.net/s/ai.buildersinfintech--fintech-data.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://buildersinfintech.ai/mcp`

## Tools (as reported by the server, not verified)

- `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 rejected.
- `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, newsletter issues, podcast ep
- `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 \(equity, debt, fund, grant, ipo\), so the category spl
- `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 / average of the prio
- `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 min\_eligible eligible companie
- `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 these is set. Company-pr
- `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 company's lei, licences\[\] \(w
- `find\_providers`: Find companies by product category, licence \(licensed\_in matches the home country or any passported country\), licence type, authority, and agent access \(has\_sandbox, has\_mcp, has\_api\). Returns each company with its approved products \(with agent\_access\), LEI, licence summaries and self-reported certi
- `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, round\_type, category, a
- `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 company or investor;
- `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: date \(optional, 'YYYY-
- `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 provided by the companies,
- `about`: What this database covers, how to cite it, and where the bulk downloads live.

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