From b906cd489f1ae112c747f4c8a8cf5d9066a1cf6b Mon Sep 17 00:00:00 2001
From: meghanmurphy1 <meghan.murphy@elastic.co>
Date: Tue, 4 Mar 2025 17:03:57 -0500
Subject: [PATCH 1/2] searching as a tool instead

---
 server.py | 50 +++++++++++++++++++++++++++++++++-----------------
 1 file changed, 33 insertions(+), 17 deletions(-)

diff --git a/server.py b/server.py
index 00a0c7e..778f6d2 100644
--- a/server.py
+++ b/server.py
@@ -13,7 +13,7 @@
 
 
 @mcp.resource(
-    "elasticsearch://indices",
+    uri="elasticsearch://indices",
     name="Elasticsearch Indices",
     description="Retrieve all Elasticsearch indices.",
 )
@@ -23,7 +23,7 @@ def fetch_indices() -> list[dict]:
 
 
 @mcp.resource(
-    "elasticsearch://indices/{index}",
+    uri="elasticsearch://indices/{index}",
     name="Index Details",
     description="Retrieve details of a specific Elasticsearch index.",
 )
@@ -33,7 +33,7 @@ def fetch_index_details(index: str) -> dict[str, any]:
 
 
 @mcp.resource(
-    "docs://search/{query}",
+    uri="docs://search/{query}",
     name="Elasticsearch Documentation",
     description="Perform a semantic search across Elastic documentation for a given query.",
 )
@@ -46,11 +46,14 @@ def search_elastic_documentation(query: str) -> dict[str, any]:
     return es_client.search_crawler_resource("search-elastic-docs", query)
 
 
-@mcp.resource(
-    "search_labs://search/{query}",
-    name="Elasticsearch Labs Blogs",
-    description="Perform a semantic search across Elastic search labs blogs for a given query.",
-)
+# ------------------- MCP Tools (Actions Users Can Trigger) -------------------
+
+
+#  IMO the search tools (semantic search) should be actually resources
+# 
+# TODO: define actual tools
+
+@mcp.tool()
 def search_elastic_search_labs_blogs(query: str) -> dict[str, any]:
     """
     Perform a semantic search across Elastic search labs blogs for a given query. The
@@ -60,12 +63,6 @@ def search_elastic_search_labs_blogs(query: str) -> dict[str, any]:
     return es_client.search_crawler_resource("search-blog-search-labs", query)
 
 
-# ------------------- MCP Tools (Actions Users Can Trigger) -------------------
-
-
-#  IMO the search tools (semantic search) should be actually resources
-# TODO: define actual tools
-
 # ------------------- MCP Prompts (Predefined Interactions with the Assistant) -------------------
 
 
@@ -114,17 +111,36 @@ def analyze_salesforce_data(index: str) -> list[Message]:
 
 # ------------------- DEBUG: Print Registered Resources -------------------
 
-
 def debug_registered_resources():
     """Print all registered MCP resources for debugging."""
     print("\n🔍 Registered MCP Resources:")
     for resource in mcp._resource_manager.list_resources():
-        print(f" - {resource}")
+        print(f" - {resource.name}")
+    for resource in mcp._resource_manager.list_templates():
+        print(f" - {resource.name}")
+
+# ------------------- DEBUG: Print Registered Tools -------------------
+
+def debug_registered_tools():
+    """Print all registered MCP tools for debugging."""
+    print("\n🔍 Registered MCP Tools:")
+    for tool in mcp._tool_manager.list_tools():
+        print(f" - {tool.name}")
+
+# ------------------- DEBUG: Print Registered Prompts -------------------
+
+def debug_registered_prompts():
+    """Print all registered MCP prompts for debugging."""
+    print("\n🔍 Registered MCP Prompts:")
+    for prompt in mcp._prompt_manager.list_prompts():
+        print(f" - {prompt.name}")
 
 
 # ------------------- MCP Server Execution -------------------
 
 if __name__ == "__main__":
     debug_registered_resources()
-    print(f"MCP server '{mcp.name}' is running...")
+    debug_registered_prompts()
+    debug_registered_tools()
+    print(f"\n MCP server '{mcp.name}' is running...")
     mcp.run()

From 879c7b43c50cad1bb3bd443bde401b6934544acb Mon Sep 17 00:00:00 2001
From: meghanmurphy1 <meghan.murphy@elastic.co>
Date: Tue, 4 Mar 2025 17:15:37 -0500
Subject: [PATCH 2/2] add search docs

---
 server.py | 21 ++++++++-------------
 1 file changed, 8 insertions(+), 13 deletions(-)

diff --git a/server.py b/server.py
index 778f6d2..ded11f6 100644
--- a/server.py
+++ b/server.py
@@ -32,11 +32,14 @@ def fetch_index_details(index: str) -> dict[str, any]:
     return es_client.get_index_details(index)
 
 
-@mcp.resource(
-    uri="docs://search/{query}",
-    name="Elasticsearch Documentation",
-    description="Perform a semantic search across Elastic documentation for a given query.",
-)
+# ------------------- MCP Tools (Actions Users Can Trigger) -------------------
+
+
+#  IMO the search tools (semantic search) should be actually resources
+# 
+# TODO: define actual tools
+
+@mcp.tool()
 def search_elastic_documentation(query: str) -> dict[str, any]:
     """
     Perform a semantic search across Elastic documentation for a given query. The
@@ -45,14 +48,6 @@ def search_elastic_documentation(query: str) -> dict[str, any]:
     """
     return es_client.search_crawler_resource("search-elastic-docs", query)
 
-
-# ------------------- MCP Tools (Actions Users Can Trigger) -------------------
-
-
-#  IMO the search tools (semantic search) should be actually resources
-# 
-# TODO: define actual tools
-
 @mcp.tool()
 def search_elastic_search_labs_blogs(query: str) -> dict[str, any]:
     """