From 8bd1d16165ca0fc8a1f5d929044a3cc41262919f Mon Sep 17 00:00:00 2001
From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Thu, 27 Mar 2025 22:11:05 +0000
Subject: [PATCH 1/3] Add support for fixed pipeline ID via environment
 variable

Co-Authored-By: nicolo.boschi@vectorize.io <nicolo.boschi@vectorize.io>
---
 src/index.ts | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/src/index.ts b/src/index.ts
index 76fabd9..c046cc1 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -32,7 +32,7 @@ const RETRIEVAL_TOOL: Tool = {
         description: 'The number of documents to retrieve.',
       },
     },
-    required: ['pipelineId', 'question', 'k'],
+    required: process.env.VECTORIZE_PIPELINE_ID ? ['question', 'k'] : ['pipelineId', 'question', 'k'],
   },
 };
 
@@ -56,7 +56,7 @@ const DEEP_RESEARCH_TOOL: Tool = {
         description: 'Whether to perform a web search.',
       },
     },
-    required: ['pipelineId', 'query', 'webSearch'],
+    required: process.env.VECTORIZE_PIPELINE_ID ? ['query', 'webSearch'] : ['pipelineId', 'query', 'webSearch'],
   },
 };
 
@@ -97,6 +97,7 @@ const server = new Server(
 // Get optional API URL
 const VECTORIZE_ORG_ID = process.env.VECTORIZE_ORG_ID;
 const VECTORIZE_TOKEN = process.env.VECTORIZE_TOKEN;
+const VECTORIZE_PIPELINE_ID = process.env.VECTORIZE_PIPELINE_ID;
 // Check if API key is required (only for cloud service)
 if (!VECTORIZE_ORG_ID || !VECTORIZE_TOKEN) {
   console.error(
@@ -250,7 +251,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
       case 'retrieve': {
         return await performRetrieval(
           VECTORIZE_ORG_ID,
-          args.pipelineId + '',
+          args.pipelineId ? (args.pipelineId + '') : (VECTORIZE_PIPELINE_ID || ''),
           args.question + '',
           Number(args.k)
         );
@@ -265,7 +266,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
       case 'deep-research': {
         return await performDeepResearch(
           VECTORIZE_ORG_ID,
-          args.pipelineId + '',
+          args.pipelineId ? (args.pipelineId + '') : (VECTORIZE_PIPELINE_ID || ''),
           args.query + '',
           Boolean(args.webSearch)
         );
@@ -305,6 +306,13 @@ async function runServer() {
     data: `Configuration: Organization ID: ${VECTORIZE_ORG_ID || 'default'}`,
   });
 
+  if (VECTORIZE_PIPELINE_ID) {
+    server.sendLoggingMessage({
+      level: 'info',
+      data: `Configuration: Using fixed Pipeline ID: ${VECTORIZE_PIPELINE_ID}`,
+    });
+  }
+
   console.error('Vectorize MCP Server running');
 }
 

From f31112c8bf3d1beb103d06c06c71cf52d371170a Mon Sep 17 00:00:00 2001
From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Date: Thu, 27 Mar 2025 22:12:50 +0000
Subject: [PATCH 2/3] Update README to document VECTORIZE_PIPELINE_ID
 environment variable

Co-Authored-By: nicolo.boschi@vectorize.io <nicolo.boschi@vectorize.io>
---
 README.md | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 3f3151f..46ea5bc 100644
--- a/README.md
+++ b/README.md
@@ -15,6 +15,8 @@ A Model Context Protocol (MCP) server implementation that integrates with [Vecto
 ```bash
 export VECTORIZE_ORG_ID=YOUR_ORG_ID
 export VECTORIZE_TOKEN=YOUR_TOKEN
+# Optional: Set a fixed pipeline ID to use for all requests
+export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID
 npx -y @vectorize-io/vectorize-mcp-server
 ```
 
@@ -28,7 +30,8 @@ npx -y @vectorize-io/vectorize-mcp-server
       "args": ["-y", "@vectorize-io/vectorize-mcp-server"],
       "env": {
         "VECTORIZE_ORG_ID": "your-org-id",
-        "VECTORIZE_TOKEN": "your-token"
+        "VECTORIZE_TOKEN": "your-token",
+        "VECTORIZE_PIPELINE_ID": "your-pipeline-id" // Optional: Set a fixed pipeline ID
       }
     }
   }
@@ -94,4 +97,4 @@ npm run build
 
 1. Fork the repository
 2. Create your feature branch
-3. Submit a pull request
\ No newline at end of file
+3. Submit a pull request

From e34781867a36daf6c1eaefddabcc682bca790b7b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Nicol=C3=B2=20Boschi?= <boschi1997@gmail.com>
Date: Fri, 28 Mar 2025 13:47:31 +0100
Subject: [PATCH 3/3] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 46ea5bc..4d9ad89 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,7 @@ export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID
 npx -y @vectorize-io/vectorize-mcp-server
 ```
 
-## Configuration on Claude/Windsurf
+## Configuration on Claude/Windsurf/Cursor/Cline
 
 ```json
 {
@@ -31,7 +31,7 @@ npx -y @vectorize-io/vectorize-mcp-server
       "env": {
         "VECTORIZE_ORG_ID": "your-org-id",
         "VECTORIZE_TOKEN": "your-token",
-        "VECTORIZE_PIPELINE_ID": "your-pipeline-id" // Optional: Set a fixed pipeline ID
+        "VECTORIZE_PIPELINE_ID": "your-pipeline-id"
       }
     }
   }