From 6101be99304ccad16997dfd75fa47c5391e82936 Mon Sep 17 00:00:00 2001
From: willtkenney <49669262+willtkenney@users.noreply.github.com>
Date: Fri, 20 Mar 2026 12:24:53 -0400
Subject: [PATCH 1/2] Add turbopuffer MCP server

Adds turbopuffer to the MCP partner registry. turbopuffer is a
serverless vector database for similarity search, BM25 full-text
search, and hybrid search, backed by object storage.

Remote endpoint: https://turbopuffer.stlmcp.com/
Auth: API key via Authorization header

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 partners/servers/turbopuffer-mcp-server.json | 53 ++++++++++++++++++++
 1 file changed, 53 insertions(+)
 create mode 100644 partners/servers/turbopuffer-mcp-server.json

diff --git a/partners/servers/turbopuffer-mcp-server.json b/partners/servers/turbopuffer-mcp-server.json
new file mode 100644
index 00000000..c4cea3d1
--- /dev/null
+++ b/partners/servers/turbopuffer-mcp-server.json
@@ -0,0 +1,53 @@
+{
+    "name": "turbopuffer-mcp-server",
+    "title": "turbopuffer",
+    "summary": "Connect to turbopuffer for serverless vector and full-text search over your data.",
+    "description": "The turbopuffer MCP server connects AI agents to turbopuffer, a serverless search engine built on object storage. Query namespaces using vector similarity search, BM25 full-text search, hybrid search, and attribute filtering. Upsert, delete, and manage documents across namespaces. Fast, 10x cheaper, and extremely scalable.",
+    "kind": "mcp",
+    "packages": [],
+    "icon": "https://avatars.githubusercontent.com/turbopuffer?s=64",
+    "license": {
+        "name": "turbopuffer Terms of Service",
+        "url": "https://turbopuffer.com/terms"
+    },
+    "useCases": [
+        {
+            "name": "Search Infrastructure",
+            "description": "Power semantic search, BM25 full-text search, and hybrid search over billions of documents with sub-10ms cached latency, backed by object storage for cost-efficient scaling."
+        },
+        {
+            "name": "RAG Pipelines",
+            "description": "Build retrieval-augmented generation pipelines by connecting AI agents to turbopuffer for fast, scalable context retrieval over large document collections."
+        },
+        {
+            "name": "Retrieval",
+            "description": "Efficiently narrow millions of documents down to tens or hundreds for downstream processing, reranking, or generation using vector similarity and attribute filtering."
+        }
+    ],
+    "externalDocumentation": {
+        "title": "turbopuffer Documentation",
+        "url": "https://turbopuffer.com/docs"
+    },
+    "tags": ["search", "embeddings", "rag", "full-text-search", "vector-search", "hybrid-search", "vector-database"],
+    "vendor": "Partner",
+    "categories": "Databases",
+    "visibility": "true",
+    "remote": "https://turbopuffer.stlmcp.com/",
+    "remoteType": "streamable-http",
+    "versionName": "original",
+    "securitySchemes": {
+        "apiKeyAuth": {
+            "type": "apiKey",
+            "description": "Authenticate with your turbopuffer API key.",
+            "in": "header",
+            "name": "Authorization"
+        }
+    },
+    "supportContactInfo": {
+        "name": "turbopuffer Support",
+        "url": "https://turbopuffer.com/contact/support"
+    },
+    "customProperties": {
+        "x-ms-preview": true
+    }
+}

From d45433ffc574fc133fb2065877856f958668d81d Mon Sep 17 00:00:00 2001
From: willtkenney <49669262+willtkenney@users.noreply.github.com>
Date: Sun, 22 Mar 2026 17:22:57 -0600
Subject: [PATCH 2/2] Rename security scheme key to avoid duplicate

The key "apiKeyAuth" conflicts with bright-security-mcp-server.json.
Renamed to "turbopufferApiKey" to pass Azure's validation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 partners/servers/turbopuffer-mcp-server.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/partners/servers/turbopuffer-mcp-server.json b/partners/servers/turbopuffer-mcp-server.json
index c4cea3d1..fd5d0ee1 100644
--- a/partners/servers/turbopuffer-mcp-server.json
+++ b/partners/servers/turbopuffer-mcp-server.json
@@ -36,7 +36,7 @@
     "remoteType": "streamable-http",
     "versionName": "original",
     "securitySchemes": {
-        "apiKeyAuth": {
+        "turbopufferApiKey": {
             "type": "apiKey",
             "description": "Authenticate with your turbopuffer API key.",
             "in": "header",