diff --git a/src/everything/resources/session.ts b/src/everything/resources/session.ts
index f4e16d3b78..10e0db33c1 100644
--- a/src/everything/resources/session.ts
+++ b/src/everything/resources/session.ts
@@ -1,6 +1,13 @@
-import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js";
+import { McpServer, RegisteredResource } from "@modelcontextprotocol/sdk/server/mcp.js";
 import { Resource, ResourceLink } from "@modelcontextprotocol/sdk/types.js";
 
+/**
+ * Tracks registered session resources by URI to allow updating/removing on re-registration.
+ * This prevents "Resource already registered" errors when a tool creates a resource
+ * with the same URI multiple times during a session.
+ */
+const registeredResources = new Map<string, RegisteredResource>();
+
 /**
  * Generates a session-scoped resource URI string based on the provided resource name.
  *
@@ -47,17 +54,27 @@ export const registerSessionResource = (
           blob: payload,
         };
 
+  // Check if a resource with this URI is already registered and remove it
+  const existingResource = registeredResources.get(uri);
+  if (existingResource) {
+    existingResource.remove();
+    registeredResources.delete(uri);
+  }
+
   // Register file resource
-  server.registerResource(
+  const registeredResource = server.registerResource(
     name,
     uri,
     { mimeType, description, title, annotations, icons, _meta },
-    async (uri) => {
+    async () => {
       return {
         contents: [resourceContent],
       };
     }
   );
 
+  // Track the registered resource for potential future removal
+  registeredResources.set(uri, registeredResource);
+
   return { type: "resource_link", ...resource };
 };
diff --git a/src/fetch/pyproject.toml b/src/fetch/pyproject.toml
index 24b42d8e3e..e2d0d38d0c 100644
--- a/src/fetch/pyproject.toml
+++ b/src/fetch/pyproject.toml
@@ -16,7 +16,7 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
 ]
 dependencies = [
-    "httpx<0.28",
+    "httpx>=0.27",
     "markdownify>=0.13.1",
     "mcp>=1.1.3",
     "protego>=0.3.1",
diff --git a/src/fetch/src/mcp_server_fetch/server.py b/src/fetch/src/mcp_server_fetch/server.py
index 2df9d3b604..d128987351 100644
--- a/src/fetch/src/mcp_server_fetch/server.py
+++ b/src/fetch/src/mcp_server_fetch/server.py
@@ -72,7 +72,7 @@ async def check_may_autonomously_fetch_url(url: str, user_agent: str, proxy_url:
 
     robot_txt_url = get_robots_txt_url(url)
 
-    async with AsyncClient(proxies=proxy_url) as client:
+    async with AsyncClient(proxy=proxy_url) as client:
         try:
             response = await client.get(
                 robot_txt_url,
@@ -116,7 +116,7 @@ async def fetch_url(
     """
     from httpx import AsyncClient, HTTPError
 
-    async with AsyncClient(proxies=proxy_url) as client:
+    async with AsyncClient(proxy=proxy_url) as client:
         try:
             response = await client.get(
                 url,
diff --git a/src/fetch/tests/test_server.py b/src/fetch/tests/test_server.py
index 10103b87c4..96c1cb38c7 100644
--- a/src/fetch/tests/test_server.py
+++ b/src/fetch/tests/test_server.py
@@ -323,4 +323,4 @@ async def test_fetch_with_proxy(self):
             )
 
             # Verify AsyncClient was called with proxy
-            mock_client_class.assert_called_once_with(proxies="http://proxy.example.com:8080")
+            mock_client_class.assert_called_once_with(proxy="http://proxy.example.com:8080")
diff --git a/src/memory/__tests__/knowledge-graph.test.ts b/src/memory/__tests__/knowledge-graph.test.ts
index 7edab5e42c..236242413a 100644
--- a/src/memory/__tests__/knowledge-graph.test.ts
+++ b/src/memory/__tests__/knowledge-graph.test.ts
@@ -302,10 +302,20 @@ describe('KnowledgeGraphManager', () => {
       expect(result.entities[0].name).toBe('Alice');
     });
 
-    it('should include relations between matched entities', async () => {
+    it('should include relations where at least one endpoint matches', async () => {
       const result = await manager.searchNodes('Acme');
       expect(result.entities).toHaveLength(2); // Alice and Acme Corp
-      expect(result.relations).toHaveLength(1); // Only Alice -> Acme Corp relation
+      // Both relations included: Alice → Acme Corp (Alice matched) and Bob → Acme Corp (Acme Corp matched)
+      expect(result.relations).toHaveLength(2);
+    });
+
+    it('should include outgoing relations to unmatched entities', async () => {
+      const result = await manager.searchNodes('Alice');
+      expect(result.entities).toHaveLength(1);
+      // Alice → Acme Corp relation included because Alice is the source
+      expect(result.relations).toHaveLength(1);
+      expect(result.relations[0].from).toBe('Alice');
+      expect(result.relations[0].to).toBe('Acme Corp');
     });
 
     it('should return empty graph for no matches', async () => {
@@ -336,16 +346,41 @@ describe('KnowledgeGraphManager', () => {
       expect(result.entities.map(e => e.name)).toContain('Bob');
     });
 
-    it('should include relations between opened nodes', async () => {
+    it('should include all relations connected to opened nodes', async () => {
       const result = await manager.openNodes(['Alice', 'Bob']);
+      // Alice → Bob (both endpoints opened) and Bob → Charlie (Bob is opened)
+      expect(result.relations).toHaveLength(2);
+      expect(result.relations.some(r => r.from === 'Alice' && r.to === 'Bob')).toBe(true);
+      expect(result.relations.some(r => r.from === 'Bob' && r.to === 'Charlie')).toBe(true);
+    });
+
+    it('should include relations connected to opened nodes', async () => {
+      const result = await manager.openNodes(['Bob']);
+      // Bob has two relations: Alice → Bob and Bob → Charlie
+      expect(result.relations).toHaveLength(2);
+      expect(result.relations.some(r => r.from === 'Alice' && r.to === 'Bob')).toBe(true);
+      expect(result.relations.some(r => r.from === 'Bob' && r.to === 'Charlie')).toBe(true);
+    });
+
+    it('should include outgoing relations to nodes not in the open set', async () => {
+      // This is the core bug fix for #3137: open_nodes should return
+      // relations FROM the opened node, even if the target is not opened
+      const result = await manager.openNodes(['Alice']);
+      expect(result.entities).toHaveLength(1);
+      expect(result.entities[0].name).toBe('Alice');
+      // Alice → Bob relation is included because Alice is opened
       expect(result.relations).toHaveLength(1);
       expect(result.relations[0].from).toBe('Alice');
       expect(result.relations[0].to).toBe('Bob');
     });
 
-    it('should exclude relations to unopened nodes', async () => {
-      const result = await manager.openNodes(['Bob']);
-      expect(result.relations).toHaveLength(0);
+    it('should include incoming relations from nodes not in the open set', async () => {
+      const result = await manager.openNodes(['Charlie']);
+      expect(result.entities).toHaveLength(1);
+      // Bob → Charlie relation is included because Charlie is opened
+      expect(result.relations).toHaveLength(1);
+      expect(result.relations[0].from).toBe('Bob');
+      expect(result.relations[0].to).toBe('Charlie');
     });
 
     it('should handle opening non-existent nodes', async () => {
diff --git a/src/memory/index.ts b/src/memory/index.ts
index 600a7edcc8..b560bf1e53 100644
--- a/src/memory/index.ts
+++ b/src/memory/index.ts
@@ -197,9 +197,10 @@ export class KnowledgeGraphManager {
     // Create a Set of filtered entity names for quick lookup
     const filteredEntityNames = new Set(filteredEntities.map(e => e.name));
   
-    // Filter relations to only include those between filtered entities
+    // Include relations where at least one endpoint matches the search results.
+    // This lets callers discover connections to nodes outside the result set.
     const filteredRelations = graph.relations.filter(r => 
-      filteredEntityNames.has(r.from) && filteredEntityNames.has(r.to)
+      filteredEntityNames.has(r.from) || filteredEntityNames.has(r.to)
     );
   
     const filteredGraph: KnowledgeGraph = {
@@ -219,9 +220,12 @@ export class KnowledgeGraphManager {
     // Create a Set of filtered entity names for quick lookup
     const filteredEntityNames = new Set(filteredEntities.map(e => e.name));
   
-    // Filter relations to only include those between filtered entities
+    // Include relations where at least one endpoint is in the requested set.
+    // Previously this required BOTH endpoints, which meant relations from a
+    // requested node to an unrequested node were silently dropped — making it
+    // impossible to discover a node's connections without reading the full graph.
     const filteredRelations = graph.relations.filter(r => 
-      filteredEntityNames.has(r.from) && filteredEntityNames.has(r.to)
+      filteredEntityNames.has(r.from) || filteredEntityNames.has(r.to)
     );
   
     const filteredGraph: KnowledgeGraph = {