Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Fintech companies, products, rounds, investors, news, Agent-Ready scores. Free, keyless, CC BY 4.0.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://buildersinfintech.ai/mcpRun this in your terminal
claude mcp add --transport http fintech-data https://buildersinfintech.ai/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"fintech-data": {
"url": "https://buildersinfintech.ai/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"fintech-data": {
"type": "http",
"url": "https://buildersinfintech.ai/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://buildersinfintech.ai/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
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 reporte
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/fina
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 fun
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 count
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 sto
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 r
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, newslette
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+ ro
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_eligib
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 thes
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, rou
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 c
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: da
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 provide
aboutWhat this database covers, how to cite it, and where the bulk downloads live.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry lists no source repo, so we cannot match the publisher (buildersinfintech.ai) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.3.0) reached the registry 3 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Fomu MCP
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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