Documentation MCP server

integrations/mcp-memgraph/pyproject.toml

@@ -27,6 +27,7 @@ dependencies = [
   "memgraph-toolbox>=0.1.7",
   "pytest>=8.3.5",
   "fastmcp>=2.13.0.2",
+  "bs4>=0.0.2",
 ]
 
 [project.optional-dependencies]

integrations/mcp-memgraph/src/mcp_memgraph/config.py

@@ -15,6 +15,7 @@ class TransportType(str, Enum):
 
     STDIO = "stdio"
     STREAMABLE_HTTP = "streamable-http"
+    SSE = "sse"
 
     @classmethod
     def values(cls) -> list[str]:

integrations/mcp-memgraph/src/mcp_memgraph/main.py

@@ -35,16 +35,16 @@ def main():
 
         logger.warning("Failed to load server '%s', using default server", server_name)
 
-    logger.info("Server on %s with transport: %s", config.host, config.transport)
+    logger.info("Server on %s:%s with transport: %s", config.host, config.port, config.transport)
 
     # Run server with configuration
-    # Note: host parameter is only used for HTTP/SSE transports, not stdio
-    transport = cast(Literal["stdio", "streamable-http"], config.transport)
+    # Note: host and port parameters are only used for HTTP/SSE transports, not stdio
+    transport = cast(Literal["stdio", "streamable-http", "sse"], config.transport)
 
     if config.transport == "stdio":
         mcp.run(transport=transport)
     else:
-        mcp.run(host=config.host, transport=transport)
+        mcp.run(host=config.host, port=config.port, transport=transport)
 
 
 if __name__ == "__main__":

integrations/mcp-memgraph/src/mcp_memgraph/servers/__init__.py

@@ -23,6 +23,13 @@
             "support for autonomous index management"
         ),
     },
+    "memgraph-docs": {
+        "module": "mcp_memgraph.servers.docs_server",
+        "emoji": "🚀",
+        "description": (
+            "Memgraph documentation server for searching Memgraph documentation information"
+        ),
+    },
     # Future servers can be added here:
     # "hygm": {
     #     "module": "mcp_memgraph.servers.hygm",