Connect-MCP

Builders in Fintech

ai.buildersinfintech/fintech-data · v1.1.0

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

MCPremoteno credentialsE-commerceNews

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 23 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

A 100/100

What it does: 23 tools · 23 read, 0 write · E-commerce

Test call about: worked (1,141 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://buildersinfintech.ai/mcp

Tools

23 tools listed at last check
  • 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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