diff --git a/examples/sdp-audit-bridge/README.md b/examples/sdp-audit-bridge/README.md
index 94265b3..0ff6ff9 100644
--- a/examples/sdp-audit-bridge/README.md
+++ b/examples/sdp-audit-bridge/README.md
@@ -141,9 +141,9 @@ exceeds either limit fails explicitly and must be narrowed.
 The issue identifies [Providencia Onchain / VIIO](https://github.com/itrmachines/viio_poc)
 as the deployment-specific prior art that motivated this work. The linked public
 VIIO POC documents an
-[`external_transfer`](https://github.com/ITRMachines/viio_poc/tree/master/external_transfer)
+[`external_transfer`](https://github.com/ITRMachines/viio_poc/tree/main/external_transfer)
 flow that returns a blockchain transaction hash and a project-specific
-[`movements`](https://github.com/ITRMachines/viio_poc/tree/master/movements)
+[`movements`](https://github.com/ITRMachines/viio_poc/tree/main/movements)
 view. The public repository does not independently document every deployment
 detail stated in the issue, so this README does not repeat those details as
 verified facts.
diff --git a/packages/sdk-python/README.md b/packages/sdk-python/README.md
index b93f42d..fd4a53e 100644
--- a/packages/sdk-python/README.md
+++ b/packages/sdk-python/README.md
@@ -247,8 +247,8 @@ Anchor a **hash** rather than the data itself: IPFS content cannot be deleted, s
 
 - [Documentation](https://nirium.xyz/docs)
 - [Developer Sandbox](https://nirium.xyz/sandbox)
-- [API Reference](https://nirium.xyz/docs/api)
-- [MCP Server Integration](https://nirium.xyz/docs/mcp)
+- [Documentation](https://nirium.xyz/docs)
+- [MCP Server Integration](https://github.com/nirium-protocol/nirium/tree/main/packages/mcp)
 - [GitHub](https://github.com/nirium-protocol/nirium)
 
 ## License