Instrumentl's ChatGPT plugin uses Model Context Protocol (MCP) to bring your real, vetted grant matches and saved pipeline from Instrumentl into ChatGPT. Surface your highest-priority matches, compare funders, cross-reference your strategic plan, and stay ahead of internal deadlines — working from your actual data, not a generic search. Available now to all Instrumentl customers.
TOPIC
AUDIENCE
Connect Instrumentl to ChatGPT or Claude to work from your live grant matches, pipeline, and budgets, and save updates straight back to your account.
You can now connect your Instrumentl account to ChatGPT via our free, public MCP Server.
The ChatGPT plugin joins the Instrumentl Claude connector, live since June. Now, you can work from your live grant data in whichever assistant your team prefers.
Both run on the same secure connection, built on MCP (the open standard that lets AI assistants plug into the tools you already use).
So much of grant work lives in siloed systems and spreadsheets, and grant professionals are the glue holding it together. AI can take much of that off your plate by connecting your systems and automating the routine, copy-paste parts of the job.
Most grant pros have already started. In Instrumentl's 2026 survey on AI and grant work, 70% said they use AI regularly. But 69% said they aren't confident that what AI gives them is accurate, and they’re right to be cautious.
An AI assistant answers from whatever information it can reach.
When that information is incomplete, outdated, or unverified, the answer can still sound convincing, even when it's wrong.
Take grant research, where accuracy questions come up most. Ask ChatGPT:
"We have a food security program in Atlanta, Georgia. Are there any open grants we should explore?"
You'll likely get a confident answer, with named funders, plausible-looking opportunities, and deadlines.
But when an AI assistant relies on open web search, it's working from information that may be outdated, conflicting, or unverified.
And it knows nothing about your programs, your eligibility, your past applications, or your current pipeline.
Grant pros have told us they've seen AI recommend opportunities that are already closed and funders that don't even exist. They've seen grants that look relevant on the surface but aren't actually a strong fit.
Now imagine that same assistant could securely consult Instrumentl, your system of record for grants. It would know your actual pipeline, upcoming deadlines, saved opportunities, and best-fit matches.
It's no longer answering from the open internet. It's grounding its response in your organization's current data and in Instrumentl's curated, human-verified grant and funder database.
That changes the question from: "What grants might exist for an organization like mine?"
To: "Of the verified opportunities in our Instrumentl project, which best fit this program, and which should we prioritize given our current pipeline?"
One gives you a plausible answer. The other gives you a grounded one you can trace back to the source, evaluate, and act on.
AI doesn't replace your system of record. It gets far more useful when it works from one.
More than 6,000 nonprofits use Instrumentl to run their grants practice across the full lifecycle. And when you connect your Instrumentl account to ChatGPT or Claude through our free, public MCP server, your AI assistant can work from:
Many AI integrations are read-only: they can see your data but can't act on it.
The Instrumentl connection works both ways.
Pull your matches, then save the strong fits to your tracker. Check a deadline, then assign the next round of tasks. Log a planned expense and preview its budget impact before anything commits.
A few things you can ask ChatGPT today:
When you ask ChatGPT to act, the change lands in Instrumentl, where the rest of your grant work lives.
There's no logging in and no double entry. Instrumentl stays your up-to-date source of truth, wherever you're working.
What Instrumentl built isn't the most interesting part. It’s what grant pros have built on top of their system of record since June.
They're stacking Instrumentl alongside their calendar, email, and team chat to summarize the week and automate routine work. They use it to make strategic calls faster. A few examples:
Over the next few weeks, we'll share these workflows each week, with the exact prompts, so you can steal them and make them your own.
The connection is included on every Instrumentl plan.
You stay in control. You authorize the connection with your own Instrumentl login, and it's scoped to the permissions you already have. ChatGPT and Claude never see your password, and you can disconnect anytime.
Instrumentl does not use your data to train AI models. Whether your AI provider does depends on your plan:
Start a free trial and try the Claude or ChatGPT connection with your own grant data.
Table of contents
