diff --git a/examples/mcp/README.md b/examples/mcp/README.md
index cc4a8b03e..ee8439efd 100644
--- a/examples/mcp/README.md
+++ b/examples/mcp/README.md
@@ -1,5 +1,32 @@
 # MCP Server Examples
 
+## Install (SHA-256)
+
+Pin GitHub Release **v0.6.0** and verify `SHA256SUMS`. Website `install.sh` / `install.ps1` abort on mismatch.
+
+https://github.com/LinespottingOrg/GrokBuildRemote-Agents/releases/tag/v0.6.0
+https://github.com/LinespottingOrg/GrokBuildRemote-Agents/blob/main/docs/PINNED-INSTALL.md
+
+```
+96cef605d3e030ccef99d27ea6240e0d3b668dd045e6b5b9e585c9fd03c6ef23  gbr-agent-darwin-amd64
+de7e065ef2cf6877b3b2cd04679a67b627f876337f529247e236204543e4062c  gbr-agent-darwin-arm64
+a50a5c41993e6531a3b477eb409ccc845212bf541384dc803061c80657f86719  gbr-agent-linux-amd64
+5bfd22c7110234942c4c02ff8154b836d0af45a9422c178a4f52010187d40061  gbr-agent-linux-arm64
+f773b89fd31310172b756e0593e0f3b2382b0a3440af2a7d0a8b3073b0c23e27  gbr-agent-windows-amd64.exe
+8fb9efcbc7e2ac91c11964944bf0f45e31bb23f4356d9dcb4b305d7cb9b0fe8c  gbr-agent-windows-arm64.exe
+```
+
+```bash
+VER=v0.6.0
+BASE=https://github.com/LinespottingOrg/GrokBuildRemote-Agents/releases/download/$VER
+# swap darwin-arm64 for your OS/arch
+curl -fsSL -o gbr-agent-darwin-arm64 "$BASE/gbr-agent-darwin-arm64"
+curl -fsSL -o SHA256SUMS "$BASE/SHA256SUMS"
+shasum -a 256 -c SHA256SUMS --ignore-missing
+gbr-agent pair && gbr-agent run
+```
+
+
 Examples demonstrating the MCP Server v2 features per MCP Protocol Version 2025-11-25.
 
 ## Features Demonstrated
@@ -139,3 +166,10 @@ Pair a phone running [Build Remote Agent](https://grokbuildremote.com/) to a Pra
 ```bash
 python gbr_pair.py
 ```
+
+## What the phone sees
+
+**Terminal windows** on this PC (machine-wide mailbox). Not headless OpenCode / CodeNomad sidecar / Electron. `:8788` in a sidecar is Bot API JSON, not a transcript.
+
+https://github.com/LinespottingOrg/GrokBuildRemote-Agents/blob/main/docs/WHAT-THE-PHONE-SEES.md
+https://grokbuildremote.com/integrations.html
diff --git a/examples/mcp/gbr_pair.py b/examples/mcp/gbr_pair.py
index 7f8774e8b..55304f822 100644
--- a/examples/mcp/gbr_pair.py
+++ b/examples/mcp/gbr_pair.py
@@ -22,6 +22,33 @@ https://grokbuildremote.com/
 from praisonaiagents import Agent, MCP
 
 # Clone https://github.com/LinespottingOrg/GrokBuildRemote-Agents.git
+
+## Install (SHA-256)
+
+Pin GitHub Release **v0.6.0** and verify `SHA256SUMS`. Website `install.sh` / `install.ps1` abort on mismatch.
+
+https://github.com/LinespottingOrg/GrokBuildRemote-Agents/releases/tag/v0.6.0
+https://github.com/LinespottingOrg/GrokBuildRemote-Agents/blob/main/docs/PINNED-INSTALL.md
+
+```
+96cef605d3e030ccef99d27ea6240e0d3b668dd045e6b5b9e585c9fd03c6ef23  gbr-agent-darwin-amd64
+de7e065ef2cf6877b3b2cd04679a67b627f876337f529247e236204543e4062c  gbr-agent-darwin-arm64
+a50a5c41993e6531a3b477eb409ccc845212bf541384dc803061c80657f86719  gbr-agent-linux-amd64
+5bfd22c7110234942c4c02ff8154b836d0af45a9422c178a4f52010187d40061  gbr-agent-linux-arm64
+f773b89fd31310172b756e0593e0f3b2382b0a3440af2a7d0a8b3073b0c23e27  gbr-agent-windows-amd64.exe
+8fb9efcbc7e2ac91c11964944bf0f45e31bb23f4356d9dcb4b305d7cb9b0fe8c  gbr-agent-windows-arm64.exe
+```
+
+```bash
+VER=v0.6.0
+BASE=https://github.com/LinespottingOrg/GrokBuildRemote-Agents/releases/download/$VER
+# swap darwin-arm64 for your OS/arch
+curl -fsSL -o gbr-agent-darwin-arm64 "$BASE/gbr-agent-darwin-arm64"
+curl -fsSL -o SHA256SUMS "$BASE/SHA256SUMS"
+shasum -a 256 -c SHA256SUMS --ignore-missing
+gbr-agent pair && gbr-agent run
+```
+
 # then point args at mcp/gbr-mcp/bin/gbr-mcp.js (loopback stdio).
 gbr = Agent(
     instructions=(
@@ -40,3 +67,10 @@ if __name__ == "__main__":
     gbr.start(
         "Check Build Remote Agent health on 127.0.0.1:8788 and list sessions."
     )
+
+## What the phone sees
+
+**Terminal windows** on this PC (machine-wide mailbox). Not headless OpenCode / CodeNomad sidecar / Electron. `:8788` in a sidecar is Bot API JSON, not a transcript.
+
+https://github.com/LinespottingOrg/GrokBuildRemote-Agents/blob/main/docs/WHAT-THE-PHONE-SEES.md
+https://grokbuildremote.com/integrations.html