diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index 6969ddf..18cac80 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.3.3"
+  ".": "0.3.4"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 07e0207..b0dd1f1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,13 @@
 # Changelog
 
+## [0.3.4](https://github.com/StackOneHQ/stackone-ai-python/compare/stackone-ai-v0.3.3...stackone-ai-v0.3.4) (2025-11-12)
+
+
+### Features
+
+* Add MCP-backed dynamic tool fetching to Python SDK ([#39](https://github.com/StackOneHQ/stackone-ai-python/issues/39)) ([d72ca80](https://github.com/StackOneHQ/stackone-ai-python/commit/d72ca808233600bd32374c7e2028232eb54167de))
+* add provider/action filtering and hybrid BM25 + TF-IDF search ([#37](https://github.com/StackOneHQ/stackone-ai-python/issues/37)) ([a1c688b](https://github.com/StackOneHQ/stackone-ai-python/commit/a1c688b4efaef9257ecec9827baa7ef90529b9f7))
+
 ## [0.3.3](https://github.com/StackOneHQ/stackone-ai-python/compare/stackone-ai-v0.3.2...stackone-ai-v0.3.3) (2025-10-17)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 40346b2..af176a0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "stackone-ai"
-version = "0.3.3"
+version = "0.3.4"
 description = "agents performing actions on your SaaS"
 readme = "README.md"
 requires-python = ">=3.9"
diff --git a/stackone_ai/__init__.py b/stackone_ai/__init__.py
index 735e929..239da79 100644
--- a/stackone_ai/__init__.py
+++ b/stackone_ai/__init__.py
@@ -8,4 +8,4 @@
     "StackOneTool",
     "Tools",
 ]
-__version__ = "0.3.3"
+__version__ = "0.3.4"