diff --git a/chat.cpp b/chat.cpp
index 935950e..1e6cac3 100644
--- a/chat.cpp
+++ b/chat.cpp
@@ -1,5 +1,6 @@
 #include "chat.h"
 
+#include "app_base.h"
 #include "imgui.h"
 #include "core/icons_tabler.h"
 #include "core/selectable_text.h"
@@ -16,6 +17,7 @@
 #include <cstring>
 #include <ctime>
 #include <deque>
+#include <filesystem>
 #include <mutex>
 #include <random>
 #include <sstream>
@@ -808,10 +810,25 @@ std::string write_mcp_config() {
     config_path_for_claude = config_path_native;
 #endif
 
-    // El "command" que claude ejecutara es gx-cli con shebang python3. En
-    // WSL esto es la ruta Linux dentro de fn_registry.
+    // gx-cli vive en <exe_dir>/assets/ tras el deploy con la
+    // convencion assets/. Fallback al app_dir del repo en modo dev.
     std::string app_dir_linux = to_linux_path(g_st->app_dir);
-    std::string gxcli_path = app_dir_linux + "/gx-cli";
+    std::string gxcli_path;
+    {
+        std::string assets_gx = fn::asset_path(
+#ifdef _WIN32
+            "gx-cli.exe"
+#else
+            "gx-cli"
+#endif
+        );
+        std::error_code _ec;
+        if (std::filesystem::exists(assets_gx, _ec)) {
+            gxcli_path = to_linux_path(assets_gx);
+        } else {
+            gxcli_path = app_dir_linux + "/gx-cli";
+        }
+    }
 
     // No metemos env: en el config para que herede del proceso padre
     // (claude, que ya tiene GX_OPS_DB/GX_APP_DB/GX_APP_DIR via WSLENV).
diff --git a/jobs.cpp b/jobs.cpp
index c531f40..184a764 100644
--- a/jobs.cpp
+++ b/jobs.cpp
@@ -119,25 +119,32 @@ bool file_exists(const std::string& p) {
 }
 
 // Cadena de fallback (logged una sola vez al primer uso):
-//   1. <exe_dir>/runtime/python/{python.exe|bin/python3}  -> kind=embedded
-//   2. $FN_PYTHON                                         -> kind=env
-//   3. <registry_root>/python/.venv/bin/python3           -> kind=registry_venv
-//   4. python3 del PATH                                   -> kind=system
+//   1. <exe_dir>/assets/runtime/python/{python.exe|bin/python3}  -> kind=embedded
+//   2. <exe_dir>/runtime/python/...   (legacy, pre-assets/)      -> kind=embedded
+//   3. $FN_PYTHON                                                -> kind=env
+//   4. <registry_root>/python/.venv/bin/python3                  -> kind=registry_venv
+//   5. python3 del PATH                                          -> kind=system
 PyRuntime resolve_python_runtime() {
     PyRuntime r;
     std::string exe = get_exe_dir();
 
 #ifdef _WIN32
-    if (!exe.empty()) {
-        std::string p = exe + "\\runtime\\python\\python.exe";
-        if (file_exists(p)) { r.path = p; r.kind = "embedded"; return r; }
-    }
+    const char* embed_rel[] = {
+        "\\assets\\runtime\\python\\python.exe",
+        "\\runtime\\python\\python.exe",   // legacy
+    };
 #else
-    if (!exe.empty()) {
-        std::string p = exe + "/runtime/python/bin/python3";
-        if (file_exists(p)) { r.path = p; r.kind = "embedded"; return r; }
-    }
+    const char* embed_rel[] = {
+        "/assets/runtime/python/bin/python3",
+        "/runtime/python/bin/python3",     // legacy
+    };
 #endif
+    if (!exe.empty()) {
+        for (const char* rel : embed_rel) {
+            std::string p = exe + rel;
+            if (file_exists(p)) { r.path = p; r.kind = "embedded"; return r; }
+        }
+    }
 
     if (const char* env = std::getenv("FN_PYTHON"); env && *env) {
         if (file_exists(env)) { r.path = env; r.kind = "env"; return r; }
diff --git a/main.cpp b/main.cpp
index 96ea875..0f44ba5 100644
--- a/main.cpp
+++ b/main.cpp
@@ -42,6 +42,7 @@
 #include <chrono>
 #include <cmath>
 #include <string>
+#include <sys/stat.h>
 #include <vector>
 
 #ifndef _WIN32
@@ -1968,7 +1969,21 @@ int main(int argc, char** argv) {
         std::string app_dir = registry_root.empty()
             ? "."
             : registry_root + "/projects/osint_graph/apps/graph_explorer";
-        std::string enrichers_dir = app_dir + "/enrichers";
+
+        // Convencion assets/: enrichers vienen empaquetados en
+        // <exe_dir>/assets/enrichers/. Fallback al app_dir del repo
+        // para modo dev local cuando se ejecuta desde build/.
+        std::string enrichers_dir;
+        {
+            std::string assets_enrichers = fn::asset_path("enrichers");
+            struct stat st{};
+            if (::stat(assets_enrichers.c_str(), &st) == 0 &&
+                S_ISDIR(st.st_mode)) {
+                enrichers_dir = assets_enrichers;
+            } else {
+                enrichers_dir = app_dir + "/enrichers";
+            }
+        }
 
         // graph_explorer.db es el mismo SQLite usado por layout_store.
         // Default a <local_files>/graph_explorer.db si no hay proyecto.