diff --git a/docker/Dockerfile b/docker/Dockerfile
index 8697507..1682b65 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -19,7 +19,7 @@
 #   - AIR_GAPPED_FRIENDLY: a production container built from this image
 #     works offline as long as it was built with network access.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause)
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause)
 
 ARG PYTHON_VERSION=3.11
 ARG DEBIAN_RELEASE=bookworm
diff --git a/docker/compose.yml b/docker/compose.yml
index f8a13d3..aeb66fd 100644
--- a/docker/compose.yml
+++ b/docker/compose.yml
@@ -6,7 +6,7 @@
 #   mcp  → pg + long-lived MCP server (stdio inside the container;
 #          operators expose it to editors/agents via their own bridge)
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause)
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause)
 
 name: hexus
 
diff --git a/docker/entrypoint.sh b/docker/entrypoint.sh
index 2a768a3..5f2aa41 100755
--- a/docker/entrypoint.sh
+++ b/docker/entrypoint.sh
@@ -9,7 +9,7 @@
 # NOTE: shebang is bash (not sh) so /dev/tcp/host/port connectivity checks work.
 #       python:3.11-slim-bookworm ships with bash at /bin/bash.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause)
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause)
 
 set -eu
 
diff --git a/hexus/__init__.py b/hexus/__init__.py
index 6aba047..739d43d 100644
--- a/hexus/__init__.py
+++ b/hexus/__init__.py
@@ -1,6 +1,6 @@
 """hexus — Postgres + hexus memory provider for hermes-agent.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause).
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 #
 # Mirrors hermes-agent's built-in `memory` tool entries (MEMORY.md / USER.md
 # in tools/memory_tool.py) into a single Postgres table, adds 384-dim
diff --git a/hexus/ccr/cache.py b/hexus/ccr/cache.py
index d808744..04218e0 100644
--- a/hexus/ccr/cache.py
+++ b/hexus/ccr/cache.py
@@ -1,4 +1,4 @@
-# Forked from andreab67/hermes-hexus (BSD-3-Clause)
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause)
 import threading
 from typing import Dict, Optional
 
diff --git a/hexus/embed.py b/hexus/embed.py
index c855231..773704e 100644
--- a/hexus/embed.py
+++ b/hexus/embed.py
@@ -1,6 +1,6 @@
 """embed.py — embedding client for the hexus memory plugin.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause).
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 #
 # Originally a module-level `embed(text, *, base_url, model)` that posted
 # to an OpenAI-compatible /v1/embeddings or Ollama /api/embed endpoint
diff --git a/hexus/embedder.py b/hexus/embedder.py
index c872f6e..e69153e 100644
--- a/hexus/embedder.py
+++ b/hexus/embedder.py
@@ -1,6 +1,6 @@
 """embedder.py — local sentence-transformers embedder for the hexus memory plugin.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause).
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 #
 # Replaces the upstream HTTP embedder with a local MiniLM-L6-v2 model
 # loaded once at first use. Produces 384-dim vectors. The whole model
diff --git a/hexus/migrations/001_schema.sql b/hexus/migrations/001_schema.sql
index 93b0b65..74b42b7 100644
--- a/hexus/migrations/001_schema.sql
+++ b/hexus/migrations/001_schema.sql
@@ -1,6 +1,6 @@
 -- 001_schema.sql — hexus memory plugin schema.
 --
--- Forked from andreab67/hermes-hexus (BSD-3-Clause).
+-- Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 --
 -- TWO tables, both in the existing hermes_memory database:
 --   memory_entries  → mirrors hermes-agent's built-in `memory` tool
diff --git a/hexus/pipeline/router.py b/hexus/pipeline/router.py
index 1c8895c..7027704 100644
--- a/hexus/pipeline/router.py
+++ b/hexus/pipeline/router.py
@@ -1,4 +1,4 @@
-# Forked from andreab67/hermes-hexus (BSD-3-Clause)
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause)
 import re
 import json
 
diff --git a/hexus/store.py b/hexus/store.py
index 8ff55c5..70a3b77 100644
--- a/hexus/store.py
+++ b/hexus/store.py
@@ -1,6 +1,6 @@
 """store.py — Postgres ops for the hexus memory plugin.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause).
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 #
 # Wraps psycopg3 + psycopg_pool. Mirrors hermes-agent's native built-in
 # memory model (`memory` tool's add/replace/remove on targets 'memory' /
diff --git a/hexus/writer.py b/hexus/writer.py
index e36e450..1bb8173 100644
--- a/hexus/writer.py
+++ b/hexus/writer.py
@@ -1,6 +1,6 @@
 """writer.py — async write queue for the hexus memory plugin.
 #
-# Forked from andreab67/hermes-hexus (BSD-3-Clause).
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 #
 # Decouples `on_memory_write` from the (potentially slow) embed + INSERT
 # path. Built-in memory tool fires the hook → we enqueue → background
diff --git a/mcp_server/__init__.py b/mcp_server/__init__.py
index 65c3acc..e2676f4 100644
--- a/mcp_server/__init__.py
+++ b/mcp_server/__init__.py
@@ -1,6 +1,6 @@
 """mcp_server — Model Context Protocol server for hexus.
 
-Forked from andreab67/hermes-hexus (BSD-3-Clause).
+Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 
 Exposes the same Postgres + hexus memory store that the Hermes plugin
 uses to any MCP client (Claude Desktop, Cursor, custom agents) as a set
diff --git a/mcp_server/cli.py b/mcp_server/cli.py
index a402e5c..d862ecb 100644
--- a/mcp_server/cli.py
+++ b/mcp_server/cli.py
@@ -1,6 +1,6 @@
 """mcp_server.cli — `hexus-mcp` console script entry point.
 
-Forked from andreab67/hermes-hexus (BSD-3-Clause).
+Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 
 Usage:
   hexus-mcp serve --transport stdio --dsn "dbname=... user=... host=..."
diff --git a/mcp_server/server.py b/mcp_server/server.py
index c5cde9e..e15088f 100644
--- a/mcp_server/server.py
+++ b/mcp_server/server.py
@@ -1,6 +1,6 @@
 """mcp_server.server — FastMCP wiring for hexus.
 
-Forked from andreab67/hermes-hexus (BSD-3-Clause).
+Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 
 Each `@server.tool()` registers one of the pure functions in `tools.py`
 as an MCP tool. The MCP transport (stdio or streamable-http) is selected
diff --git a/mcp_server/tools.py b/mcp_server/tools.py
index 62afdd8..4f139f4 100644
--- a/mcp_server/tools.py
+++ b/mcp_server/tools.py
@@ -1,6 +1,6 @@
 """mcp_server.tools — pure functions implementing the MCP tool surface.
 
-Forked from andreab67/hermes-hexus (BSD-3-Clause).
+Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 
 These functions are transport-agnostic; `server.py` wraps each one as an
 MCP tool. They're also the unit-test surface — every tool is testable
diff --git a/pyproject.toml b/pyproject.toml
index 5ab437e..0045320 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -74,7 +74,7 @@ mcp = [
 [project.urls]
 Homepage      = "https://github.com/codenamekt/hexus"
 Source        = "https://github.com/codenamekt/hexus"
-Upstream      = "https://github.com/andreab67/hermes-hexus"
+Upstream      = "https://github.com/andreab67/hermes-memory-pgvector"
 Issues        = "https://github.com/codenamekt/hexus/issues"
 Roadmap       = "https://github.com/codenamekt/hexus/blob/main/PLAN.md"
 
diff --git a/tests/test_conformance.py b/tests/test_conformance.py
index 93a22e3..ba826e2 100644
--- a/tests/test_conformance.py
+++ b/tests/test_conformance.py
@@ -1,4 +1,4 @@
-# Forked from andreab67/hermes-hexus (BSD-3-Clause)
+# Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause)
 """Conformance tests to ensure HexusMemoryProvider matches the MemoryProvider plugin interface contract."""
 
 from __future__ import annotations
diff --git a/tests/test_mcp_server.py b/tests/test_mcp_server.py
index aa81c71..c9269a2 100644
--- a/tests/test_mcp_server.py
+++ b/tests/test_mcp_server.py
@@ -1,6 +1,6 @@
 """tests/test_mcp_server.py — tests for the MCP tool surface.
 
-Forked from andreab67/hermes-hexus (BSD-3-Clause).
+Forked from andreab67/hermes-memory-pgvector (BSD-3-Clause).
 
 Two layers:
   1. **Tool-function tests** — exercise each pure function in