diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 532e92aa..9ef07f98 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -63,7 +63,7 @@ jobs:
       - name: Get GitHub OIDC Token
         if: github.repository == 'stainless-sdks/supermemory-new-python'
         id: github-oidc
-        uses: actions/github-script@v6
+        uses: actions/github-script@v8
         with:
           script: core.setOutput('github_token', await core.getIDToken());
 
diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index d11c8fc3..ac3409ec 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "3.20.0"
+  ".": "3.20.1"
 }
\ No newline at end of file
diff --git a/.stats.yml b/.stats.yml
index 560355dd..aa21b10d 100644
--- a/.stats.yml
+++ b/.stats.yml
@@ -1,4 +1,4 @@
 configured_endpoints: 26
-openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/supermemory--inc%2Fsupermemory-new-9fef3190aa1bc09eae4b4692625cb25f47012175cca9fcf65a4cc671c71dd542.yml
-openapi_spec_hash: f45918fd16da99a6c8dd94f48547bbc5
+openapi_spec_url: https://storage.googleapis.com/stainless-sdk-openapi-specs/supermemory--inc%2Fsupermemory-new-228aa031e151ca6ab0d83088f067b165e13605944950869825bb68b940d2882f.yml
+openapi_spec_hash: db114c74a43b04b89ef63d1ec10cb8a8
 config_hash: 4bcc46df5333a2be6812a59a40afdb5e
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 05c44e02..c3b776ed 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,18 @@
 # Changelog
 
+## 3.20.1 (2026-01-29)
+
+Full Changelog: [v3.20.0...v3.20.1](https://github.com/supermemoryai/python-sdk/compare/v3.20.0...v3.20.1)
+
+### Bug Fixes
+
+* **docs:** fix mcp installation instructions for remote servers ([e695a58](https://github.com/supermemoryai/python-sdk/commit/e695a5834959e52a0d66b753ea12e33ebc828fab))
+
+
+### Chores
+
+* **ci:** upgrade `actions/github-script` ([e3c1865](https://github.com/supermemoryai/python-sdk/commit/e3c1865c4f1a767683d2fdde59ec9aa50fe5724e))
+
 ## 3.20.0 (2026-01-20)
 
 Full Changelog: [v3.19.0...v3.20.0](https://github.com/supermemoryai/python-sdk/compare/v3.19.0...v3.20.0)
diff --git a/README.md b/README.md
index a8c5adb8..d389a43f 100644
--- a/README.md
+++ b/README.md
@@ -13,8 +13,8 @@ It is generated with [Stainless](https://www.stainless.com/).
 
 Use the Supermemory MCP Server to enable AI assistants to interact with this API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.
 
-[![Add to Cursor](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en-US/install-mcp?name=supermemory-mcp&config=eyJuYW1lIjoic3VwZXJtZW1vcnktbWNwIiwidHJhbnNwb3J0Ijoic3NlIiwidXJsIjoiaHR0cHM6Ly9zdXBlcm1lbW9yeS1uZXcuc3RsbWNwLmNvbS9zc2UifQ)
-[![Install in VS Code](https://img.shields.io/badge/_-Add_to_VS_Code-blue?style=for-the-badge&logo=data:image/svg%2bxml;base64,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)](https://vscode.stainless.com/mcp/%7B%22name%22%3A%22supermemory-mcp%22%2C%22type%22%3A%22sse%22%2C%22url%22%3A%22https%3A%2F%2Fsupermemory-new.stlmcp.com%2Fsse%22%7D)
+[![Add to Cursor](https://cursor.com/deeplink/mcp-install-dark.svg)](https://cursor.com/en-US/install-mcp?name=supermemory-mcp&config=eyJuYW1lIjoic3VwZXJtZW1vcnktbWNwIiwidHJhbnNwb3J0IjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc3VwZXJtZW1vcnktbmV3LnN0bG1jcC5jb20iLCJoZWFkZXJzIjp7Ingtc3VwZXJtZW1vcnktYXBpLWtleSI6Ik15IEFQSSBLZXkifX0)
+[![Install in VS Code](https://img.shields.io/badge/_-Add_to_VS_Code-blue?style=for-the-badge&logo=data:image/svg%2bxml;base64,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)](https://vscode.stainless.com/mcp/%7B%22name%22%3A%22supermemory-mcp%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fsupermemory-new.stlmcp.com%22%2C%22headers%22%3A%7B%22x-supermemory-api-key%22%3A%22My%20API%20Key%22%7D%7D)
 
 > Note: You may need to set environment variables in your MCP client.
 
diff --git a/pyproject.toml b/pyproject.toml
index e5e3ef01..56ce53c3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "supermemory"
-version = "3.20.0"
+version = "3.20.1"
 description = "The official Python library for the supermemory API"
 dynamic = ["readme"]
 license = "Apache-2.0"
diff --git a/src/supermemory/_version.py b/src/supermemory/_version.py
index e494b2d9..cf266757 100644
--- a/src/supermemory/_version.py
+++ b/src/supermemory/_version.py
@@ -1,4 +1,4 @@
 # File generated from our OpenAPI spec by Stainless. See CONTRIBUTING.md for details.
 
 __title__ = "supermemory"
-__version__ = "3.20.0"  # x-release-please-version
+__version__ = "3.20.1"  # x-release-please-version