diff --git a/docs/guides/bilig-workpaper-mcp-cookbook.mdx b/docs/guides/bilig-workpaper-mcp-cookbook.mdx
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+---
+title: "Formula Workbook Readback with Bilig WorkPaper MCP and Continue"
+description: "Use Continue with Bilig WorkPaper MCP to edit workbook inputs, recalculate formulas, and verify computed JSON readback without Excel UI automation."
+sidebarTitle: "Bilig WorkPaper MCP"
+---
+
+import { OSAutoDetect } from '/snippets/OSAutoDetect.jsx'
+import CLIInstall from '/snippets/cli-install.mdx'
+
+
+
+
+ A Continue agent workflow that connects to Bilig WorkPaper MCP, edits an input
+ cell, recalculates workbook formulas, and checks verified JSON readback instead
+ of driving Excel or trusting stale cached values.
+
+
+## Prerequisites
+
+Before starting, ensure you have:
+
+- Continue installed with **Agent** mode available
+- A model configured for tool use
+- Node.js 22+ installed locally
+- A Bilig WorkPaper MCP endpoint
+
+For all options, first:
+
+
+
+
+
+
+
+ Open Continue in your IDE or run the CLI:
+
+ ```bash
+ cn
+ ```
+
+ MCP tools are available from Agent mode.
+
+
+
+
+ The hosted Bilig endpoint below is useful for trying the flow with a sample
+ workbook. Use your own Bilig MCP server when working with private workbook
+ files or business data.
+
+
+## Configure Bilig WorkPaper MCP
+
+Create a workspace MCP server file:
+
+```yaml title=".continue/mcpServers/bilig-workpaper.yaml"
+name: Bilig WorkPaper
+version: 0.0.1
+schema: v1
+
+mcpServers:
+ - name: Bilig WorkPaper
+ type: streamable-http
+ url: https://bilig.proompteng.ai/mcp
+ connectionTimeout: 30
+```
+
+Then restart Continue or reload your workspace so the MCP server is discovered.
+
+
+ Continue also supports local stdio MCP servers. If you run Bilig against local
+ WorkPaper files, replace the `streamable-http` block with your local
+ `bilig-workpaper-mcp` command.
+
+
+## Try a Verified Formula Readback
+
+Use prompts that ask the agent to show the write, recalculation, and readback in
+one response. That makes the tool call auditable and avoids hiding the computed
+state behind prose.
+
+
+ Confirm Continue can see the MCP server.
+
+**Prompt:**
+
+```text
+List the tools exposed by the Bilig WorkPaper MCP server.
+```
+
+
+
+ Change a workbook input and ask for verified output.
+
+**Prompt:**
+
+```text
+Set Inputs!B3 to 0.5 in the Bilig WorkPaper workbook.
+Recalculate the workbook and return the verified readback JSON.
+Include the edited cell, before and after values, and whether persisted readback matched.
+```
+
+
+
+ Ask Continue to summarize what changed without losing the proof.
+
+**Prompt:**
+
+```text
+Using the verified Bilig readback, explain which formula outputs changed.
+Keep the JSON proof in the answer and call out any failed checks.
+```
+
+
+## Where This Pattern Helps
+
+Bilig WorkPaper is useful when a coding agent needs spreadsheet-style business
+logic as a tool contract:
+
+- Pricing and quote approval formulas
+- Payout or commission calculations
+- Import validation workbooks
+- Forecast and scenario models
+- Regression tests for formula-backed workflows
+
+The important part is not just formula evaluation. The agent can write an input,
+recalculate, read computed outputs, and return a compact proof that the persisted
+workbook state still matches the result.
+
+## Troubleshooting
+
+
+
+ Check that the file is under `.continue/mcpServers/`, includes `name`,
+ `version`, and `schema`, and that you restarted Continue after adding it.
+ MCP tools are available in Agent mode.
+
+
+
+ Do not send private workbook data to the hosted sample endpoint. Run your own
+ Bilig WorkPaper MCP server and point Continue at that local or private URL.
+
+
+
+ Ask for a concrete tool action: set a specific sheet and cell, recalculate,
+ and return the verified readback JSON. Also confirm your selected model
+ supports tool calls.
+
+
+
+## Resources
+
+
+
+ Source code, package links, examples, and WorkPaper docs.
+
+
+
+ Package containing the WorkPaper runtime and MCP command.
+
+
+
+ Continue's MCP setup and transport reference.
+
+
+
+ More examples for using MCP servers with Continue.
+
+
diff --git a/docs/guides/overview.mdx b/docs/guides/overview.mdx
index fc601ca63ec..6a09cd5a041 100644
--- a/docs/guides/overview.mdx
+++ b/docs/guides/overview.mdx
@@ -78,6 +78,10 @@ Step-by-step guides for integrating Model Context Protocol (MCP) servers with Co
Build AI-powered data pipelines with dlt MCP for pipeline inspection, schema management, and debugging
+
+ Edit workbook inputs, recalculate formulas, and verify computed JSON readback with Bilig WorkPaper MCP
+
+
Use Continue and Klavis AI's Strata MCP to automate communication workflows across Slack and Gmail