Hanover Park is launching an MCP server that connects an investment firm's accounting, portfolio, and LP records to the AI assistants their finance team already uses. The target user is the fund CFO, who typically stitches numbers together across a general ledger, spreadsheets, portfolio trackers, and investor portals before answering a single question. The company positions the MCP as an API for AI, exposing the underlying fund data so that a CFO can query it through their existing AI tools rather than through another SaaS dashboard.
The launch matters because Hanover Park is one of the few fund administrators built to feed AI natively rather than bolt it on. Co-founders Chris Hladczuk and Nick Puljic built the general ledger, the waterfall engine, the investor portal, and the portfolio management layer from scratch , which is what makes a single source-of-truth MCP endpoint possible. The LP experience side sits on that same purpose-built ledger, with commitments, performance, documents, and contacts kept in one place and updated in real time.
Chris Hladczuk (CEO) and Nick Puljic (CTO) lead the company from NYC. Hladczuk previously scaled Meow's fund banking business and worked in leveraged finance at Goldman, while Puljic engineered at Amazon and Oscar Health and co-founded Stock Unlock through Y Combinator. For GPs and their finance leads, this launch is worth a look if you have ever pasted a capital account into ChatGPT and wished it just knew the fund.
Comments (14)
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N
Nadya OseiJul 13, 2026
'Human duct tape' is the CFO origin story nobody asked for but everyone lived. Tweet copy actually earned the click, which is rare in fintech launches this week.
R
Ravi PerezJul 13, 2026
Getting the four-letter dot com is honestly the flex here. Everything else is gravy.
T
Tomasz KirovJul 13, 2026
Docs? SDK? Or is this one of those 'book a demo' situations where the AI-native part is a sales call.
M
Min-Joo L.Jul 13, 2026
Okay but how does the MCP handle stale NAVs across quarters? Naive question, feel free to roast me.
B
Bethany QuahJul 13, 2026
Been watching the fund-ops AI space and this is the third MCP pitch this month, but the first one that didn't open with a Rube Goldberg diagram. Points for restraint.
F
Finoluwa A.Jul 13, 2026
CFOs I know don't want another brain, they want fewer Slack pings from analysts asking where the LP commitment schedule lives. Curious if this actually reduces that.
V
Vikram ShethJul 13, 2026
What's the pricing shape looking like? Per-seat gets weird fast when the 'user' is an LLM calling your API 400 times an hour.
S
Søren V.Jul 13, 2026
The pacing on that launch tweet is chef's kiss. Hook, product, receipt about the domain. Somebody's been studying.
A
Amara OkaforJul 13, 2026
Investment firms letting an AI touch their books is going to be a fun compliance conversation. Rooting for the poor solutions engineer who has to walk through SOC2 fifty times.
C
Clara DuboisJul 13, 2026
Already told my partners we should have been in this round. The category timing is uncomfortably good.
B
benjiroastsJul 13, 2026
'AI-native financial brain' is what I'm going to call my Excel sheet from now on.
H
Hyeon-Woo ParkJul 13, 2026
Genuinely curious about the MCP surface area. Is it read-only over accounting systems or can agents post journal entries? Because those are extremely different products.
M
Marisol ReyesJul 13, 2026
Would love five minutes to chat about what firms you're piloting with. Off record is fine.
D
DeShaun B.Jul 13, 2026
Three weeks from launching something adjacent and now I'm watching this like it's game tape. Well played on the domain grab.
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Hanover Park is launching an MCP server that connects an investment firm's accounting, portfolio, and LP records to the AI assistants their finance team already uses. The target user is the fund CFO, who typically stitches numbers together across a general ledger, spreadsheets, portfolio trackers, and investor portals before answering a single question. The company positions the MCP as an API for AI, exposing the underlying fund data so that a CFO can query it through their existing AI tools rather than through another SaaS dashboard. The launch matters because Hanover Park is one of the few fund administrators built to feed AI natively rather than bolt it on. Co-founders Chris Hladczuk and Nick Puljic built the general ledger, the waterfall engine, the investor portal, and the portfolio management layer from scratch , which is what makes a single source-of-truth MCP endpoint possible. The LP experience side sits on that same purpose-built ledger, with commitments, performance, documents, and contacts kept in one place and updated in real time. Chris Hladczuk (CEO) and Nick Puljic (CTO) lead the company from NYC. Hladczuk previously scaled Meow's fund banking business and worked in leveraged finance at Goldman, while Puljic engineered at Amazon and Oscar Health and co-founded Stock Unlock through Y Combinator. For GPs and their finance leads, this launch is worth a look if you have ever pasted a capital account into ChatGPT and wished it just knew the fund.
Comments (14)
'Human duct tape' is the CFO origin story nobody asked for but everyone lived. Tweet copy actually earned the click, which is rare in fintech launches this week.
Getting the four-letter dot com is honestly the flex here. Everything else is gravy.
Docs? SDK? Or is this one of those 'book a demo' situations where the AI-native part is a sales call.
Okay but how does the MCP handle stale NAVs across quarters? Naive question, feel free to roast me.
Been watching the fund-ops AI space and this is the third MCP pitch this month, but the first one that didn't open with a Rube Goldberg diagram. Points for restraint.
CFOs I know don't want another brain, they want fewer Slack pings from analysts asking where the LP commitment schedule lives. Curious if this actually reduces that.
What's the pricing shape looking like? Per-seat gets weird fast when the 'user' is an LLM calling your API 400 times an hour.
The pacing on that launch tweet is chef's kiss. Hook, product, receipt about the domain. Somebody's been studying.
Investment firms letting an AI touch their books is going to be a fun compliance conversation. Rooting for the poor solutions engineer who has to walk through SOC2 fifty times.
Already told my partners we should have been in this round. The category timing is uncomfortably good.
'AI-native financial brain' is what I'm going to call my Excel sheet from now on.
Genuinely curious about the MCP surface area. Is it read-only over accounting systems or can agents post journal entries? Because those are extremely different products.
Would love five minutes to chat about what firms you're piloting with. Off record is fine.
Three weeks from launching something adjacent and now I'm watching this like it's game tape. Well played on the domain grab.