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Athulya R for ToolJet

Posted on Originally published at blog.tooljet.com

Build an RFP Response Manager with ToolJet MCP

Introduction

An RFP response team uses this app to track active requests, assign SMEs, and keep approved answers easy to reuse. Build an RFP response manager with ToolJet MCP, and the result is a structured ToolJet application, with data, queries and interface kept together for day-to-day work. It gives the team one place to manage assignments, responses, and reuse without bouncing between separate tools. The walkthrough that follows shows how the prompt below becomes a business app the team can keep changing as the process changes. That keeps the screen as one layer of the system, not the whole job. The app stays readable at a glance, but it also carries the data and review work behind the surface.

Build an rfp response manager with ToolJet MCP, the finished application: RFP Hub ToolJet

RFP Hub ToolJet

What We're Building

The Dashboard is a triage board. A stage filter changes the visible cards, while the metric row stays global so you can read open work, overdue items, and win rate without losing the wider picture. Each card carries the client, a due-state cue, and a progress ring, and dragging a card changes stage instead of creating a duplicate. Clicking a card opens the record in the detail view. The detail page splits the workflow into question review and team context, with the reviewer modal built around a short summary, reassignment, answer editing, and the approve or reject actions. The library page is the reuse path, where search, snippet previews, and the open modal help the team move approved text back into a new response. Each surface reads status through colour and shape before the text.

  • A dashboard that keeps the RFP pipeline readable at a glance
  • Question review with SME reassignment and quick approve or reject actions
  • A searchable content library for approved answers and reuse
  • Global metrics that stay stable while the board is filtered
  • State carried through colour, shape, and compact hierarchy

Build an RFP Response Manager with ToolJet MCP for the Dashboard, Detail View, and Content Library

Want to build it yourself? Start with the ToolJet MCP repository for setup instructions, supported agents, and everything you need to follow along.

What the Full Run Cost

Metric Result
Tool calls, build and testing 75

The Consolidated Build Prompt

The real build took several passes. The prompt below consolidates those requirements into one specification you can use from the start, so you can reproduce the app in a single run and compare the output with the same page structure. It keeps the model, the pages, and the interaction rules in one place.

Build a polished internal app called RFP Hub in ToolJet.

Make it an internal RFP response manager for Evotix with three pages only: Dashboard for pipeline tracking, RFP Detail for question review, and Content Library for reusable answers. The Dashboard should show a stage filter, global health tiles, a board with due-state cues and progress, and a chart of SME workload. RFP Detail should open from a board card, show the selected record, split into Questions and Team tabs, and include a reviewer modal with summary, reassignment, answer editing, and approve or reject actions. Content Library should support search, opening a saved answer in a modal, copying that answer, and adding new entries.

Use a dense but clean enterprise layout. Keep the palette in the cream, charcoal, tomato, amber, and olive family, with strong hierarchy, compact rows, and colour used only where it carries state.

Use four related tables: rfps, smes, questions, and library_entries. The app should lean on queries for aggregation, derive stage and review state from the data model, and keep expensive logic out of component bindings.

Every query-backed surface needs loading, empty, and error states. Every write should toast, refresh only the affected data, and avoid duplicate firing. No component should repeat a filter or column that already appears elsewhere.

How ToolJet MCP Builds the App

ToolJet MCP works through the whole application, not just the screen, so the data model, pages, components, queries, and the wiring between them land as one structured ToolJet application. That matters because enterprise app building does not stop at interface design, it also includes data connectivity, workflows, permissions, deployment, and ongoing change, and the generated app sits on a runtime that carries those where supported rather than handing you a codebase to operate yourself. In this build, the board, detail page, and library stay aligned around the same records and review state, and the path stays open from AI generation to visual editing and then to code where a special case needs it. That is the difference you feel after generation, because the app is ready for edits instead of being a pile of output to package up first.

The One Thing That Broke

The question modal opened blank on the first click because the row click event fired before the selected question was ready, so the modal mounted without data. The fix was to bind the modal to the row data that was available at open time, which made the summary, answer, and reviewer actions appear immediately.

Enterprise Features for Your RFP Response Manager

An RFP app holds client names, deal values, and assigned SMEs. ToolJet covers that governance at the platform layer, so you configure it once instead of rebuilding it in every app.

  • SSO and SCIM: sign in with SAML, OIDC, or LDAP, and provision users automatically
  • Role-based access control: scope permissions to the app, the data source, and each query
  • Audit logs: track every login, edit, and approval decision for compliance review
  • Air-gapped deployment: self-host on Docker or Kubernetes so your data stays in your network
  • Multiplayer editing: several builders work on the same app, with versioning and Git sync

Final Takeaways

This build shows a complete RFP workflow in one place, from pipeline review to question assignment to reusable approved answers. The important part is not that the interface was generated, but that the output is a structured ToolJet application that you keep editing after the first build. That matters when the review process changes, because visual editing handles most updates, code is there when a special case needs it, and the runtime keeps the data and workflow layer together where supported. You end up with a maintained app model, and ToolJet gives you room for later changes without rebuilding the app shape.

Try ToolJet MCP

Build an RFP response manager with ToolJet MCP for your team, then request a ToolJet demo.

FAQs

What is ToolJet MCP in this RFP tutorial?

ToolJet MCP is the bridge from the prompt in this article to a working RFP Hub app in ToolJet. It builds the dashboard, detail view, and content library as one connected application instead of leaving you with disconnected pieces.

What does RFP Hub help a proposal team do?

RFP Hub keeps active requests, assigned SMEs, and approved answers in one place. The dashboard shows stage and urgency, the detail page turns each question into a review task, and the library keeps reusable responses searchable.

How do you reproduce an RFP response manager with ToolJet MCP?

Use the prompt in this article, then review the page structure, data model, and interaction rules against your own process. The same pattern works when you swap in your own RFP records and answer library.

Do you need to write code for the whole app?

You do not need code for the whole app, because ToolJet assembles the pages, tables, queries, and interactions in the builder. You can still drop into code for a specific edge case while keeping the rest visual.

What happens to the app after the agent finishes?

The agent leaves you with a structured ToolJet application, not just a screen or a code dump. The runtime keeps the data, queries, and workflow layer in place where supported, so you continue editing the app instead of taking over generated code.

Can you connect existing RFP data and answer sources?

Yes, you map your current RFP records and approved answers into the same app shape and keep the review flow intact. The tutorial shows the pattern, so you can adapt the dashboard, detail page, and library to your own source of truth.

Can multiple people work on the same app?

Yes, multiple people can keep shaping the same app in ToolJet while proposal managers, SMEs, and reviewers use different screens on the same records. That keeps the workflow aligned when questions, answers, and review rules change together.

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