Directory / Builders in Fintech

Builders in Fintech

Q: Is Builders in Fintech MCP server safe?

QAmcp's test on 20 Oct 2026: No hidden instructions were found in its tool descriptions. Its error messages showed no secrets or internal details. All 23 of its tools are labeled read-only. Overall it scored 90/100 on 20 Oct 2026. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by buildersinfintech.ai · https://buildersinfintech.ai/mcp

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

23 tools✓ all read-only✓ no account neededPricing: not listed

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90 /100

PASS · WITH NOTES

12 of 12 checks · 20 Oct 2026

Is Builders in Fintech MCP server safe?

No hidden instructions were found in its tool descriptions.
Its error messages showed no secrets or internal details.
All 23 of its tools are labeled read-only.
Overall it scored 90/100 on 20 Oct 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What it can do

23 tools, in the server's own words.

search_organizationsread-only

Search fintech companies and investors by name, kind or country.

get_organizationread-only

Full public profile for one organization by slug: description, country, funding rounds (raised or led), people, any disclosure, editor_disclosure (current when…

search_peopleread-only

Search founders, operators and investors covered by the publication.

get_personread-only

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

list_funding_roundsread-only

Approved funding rounds, newest first, with optional filters and keyset pagination.

largest_roundsread-only

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

most_active_investorsread-only

Investors ranked by the number of approved rounds they appear in.

funding_summaryread-only

Counts for a slice of the funding database: rounds, countries, totals per announced currency, undisclosed rounds and rounds per category.

get_funding_indexread-only

The weekly Builders Fintech Funding Index of approved equity rounds (ISO weeks).

get_investor_scorecardread-only

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 …

search_productsread-only

Search fintech products by text, category, market, API availability, agent access (has_mcp, has_sandbox, has_api) or customer type.

get_productread-only

Full public listing for one product by slug: description, category, markets, customer type, API, pricing model, links, the company and an agent_access object (…

find_providersread-only

Find companies by product category, licence (licensed_in matches the home country or any passported country), licence type, authority, and agent access (has_sa…

list_provider_filtersread-only

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 lice…

search_contentread-only

Full-text search across published news, newsletter issues, podcast episodes, public entity pages, funding rounds and products.

get_contentread-only

One published item by type and slug, with its body text (truncated), topics, countries, organizations and people.

search_podcast_knowledgeread-only

Search attributed facts and question-and-answer pairs from Builders in Fintech podcast episodes (as stated by the guest, not independently verified).

list_eventsread-only

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

list_topicsread-only

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

list_countriesread-only

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

get_daily_digestread-only

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 ot…

list_raisingread-only

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 …

aboutread-only

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

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Fast enough
1 warning
- !find_providers: Slowest tool: find_providers (2.4 s): users will notice the wait
- and 3 more
note
!
Resources and prompts work
1 warning (4 prompts)
- –funding_this_week: Not checked: the server limited our requests (HTTP 429)
- !largest_rounds_and_totals: Ignores its input (year): what you type never appears in the result. Check the input is actually used.
- –archive: Not checked: the server limited our requests (HTTP 429)
- and 1 more
note
✓
ConnectsConnected in 1.1 s
pass
✓
Lists its toolsFound 23 tools
pass
✓
Every tool is describedAll 23 tools and their inputs are described
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No hidden instructionsNo hidden instructions found in tool descriptions
pass
✓
Tools work with good inputs
All good
- ✓search_organizations: Worked (604 ms)
- ✓get_organization: Worked (400 ms)
- ✓search_people: Worked (414 ms)
- ✓get_person: Worked (384 ms)
- ✓list_funding_rounds: Worked (1.1 s)
- ✓largest_rounds: Worked (1.7 s)
- ✓most_active_investors: Worked (776 ms)
- ✓funding_summary: Worked (483 ms)
- and 15 more
pass
✓
Bad inputs give a clean error
All good
- ✓search_organizations: Refused wrong type for "q" with a clear error
- ✓get_organization: Refused missing required input "slug" with a clear error
- ✓get_organization: Refused wrong type for "slug" with a clear error
- ✓search_people: Refused wrong type for "q" with a clear error
- ✓get_person: Refused missing required input "slug" with a clear error
- ✓get_person: Refused wrong type for "slug" with a clear error
- ✓list_funding_rounds: Refused wrong type for "country" with a clear error
- ✓largest_rounds: Refused wrong type for "year" with a clear error
- and 16 more
pass
✓
Tools work together
5 chains working
- ✓search_organizations → get_organization: get_organization found what search_organizations returned (slug = "406-ventures")
- ✓search_organizations → get_person: get_person found what search_organizations returned (slug = "406-ventures")
- ✓search_organizations → get_product: get_product found what search_organizations returned (slug = "406-ventures")
- ✓search_organizations → get_content: get_content found what search_organizations returned (slug = "01-advisors")
- ✓search_people → get_organization: get_organization found what search_people returned (slug = "aakrit-vaish")
pass
✓
No secrets leakedChecked 28 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://buildersinfintech.ai/mcp

Score over time

14 Oct 202691
17 Oct 202694
18 Oct 202694
20 Oct 202690

Reviews

Coming soon: reviews from people who use Builders in Fintech, signed in with GitHub, one per person. Reviews never change the score.

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