How to Build a Funding Shortlist with ChatGPT
Use ChatGPT and ToolRouter to build a grant shortlist. Search active calls, check funding history, and rank by fit.
Tool
Find active grant calls, compare them to precedent funding, and rank the programs that genuinely match your organization profile. Start with `search_opportunities`, `search_grant_history`, `match_applicant_profile`, and `opportunity_details` to get the raw material. ChatGPT is a strong fit when the funding data needs to become a clear shortlist, internal memo, or stakeholder-ready recommendation.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Grants Finder tool:
- Give ChatGPT the applicant profile and the audience for the output: state the organization type, geography, sector, funding need, timeline, and any preferred funders.
- Use `grants-finder` to run `search_opportunities`, `search_grant_history`, `match_applicant_profile`, and `opportunity_details` and collect the candidate programs.
- Have ChatGPT package the result into a ranked funding brief. Focus on applicant eligibility, precedent relevance, deadline pressure, funding-band fit, and whether the call actually matches the mission.
- Use the packaged output as a grant shortlist, application calendar, or board-ready funding note.
Example Prompt
Try this with ChatGPT using the Grants Finder tool
Use grants-finder to find live AI-for-health funding opportunities for a UK university lab that also partners with nonprofits. Search active programs, look for precedent funding history, rank the best matches against a university-led applicant profile, and open the most important detail pages. Return a ranked shortlist, the reason each grant made the cut, and a concise funding brief for leadership.
Tips
- Use grant history early so you can see whether similar work has been funded before you chase the live call.
- Be explicit about applicant type and geography or the shortlist will include too many irrelevant programs.
- Ask for a short summary and application timeline first if you need a decision quickly.