diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 8dd5568dba..dbebbcbc27 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -54,7 +54,7 @@ jobs:
       # multi-platform images and export cache
       # https://github.com/docker/setup-buildx-action
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+        uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
 
       # Login against a Docker registry except on PR
       # https://github.com/docker/login-action
diff --git a/.github/workflows/goreleaser.yml b/.github/workflows/goreleaser.yml
index f8eddc076c..2f90e26697 100644
--- a/.github/workflows/goreleaser.yml
+++ b/.github/workflows/goreleaser.yml
@@ -35,7 +35,7 @@ jobs:
         run: go mod download
 
       - name: Run GoReleaser
-        uses: goreleaser/goreleaser-action@e435ccd777264be153ace6237001ef4d979d3a7a
+        uses: goreleaser/goreleaser-action@ec59f474b9834571250b370d4735c50f8e2d1e29
         with:
           distribution: goreleaser
           # GoReleaser version
@@ -47,7 +47,7 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Generate signed build provenance attestations for workflow artifacts
-        uses: actions/attest-build-provenance@v3
+        uses: actions/attest-build-provenance@v4
         with:
           subject-path: |
             dist/*.tar.gz
diff --git a/Dockerfile b/Dockerfile
index b13ae62d17..3ea311af76 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,4 @@
+FROM golang:1.26.1-alpine AS build
 FROM node:20-alpine@sha256:09e2b3d9726018aecf269bd35325f46bf75046a643a66d28360ec71132750ec8 AS ui-build
 WORKDIR /app
 COPY ui/package*.json ./ui/
diff --git a/go.mod b/go.mod
index 2bacfe7593..cef2cebd8c 100644
--- a/go.mod
+++ b/go.mod
@@ -32,6 +32,7 @@ require (
 	github.com/inconshreveable/mousetrap v1.1.0 // indirect
 	github.com/josharian/intern v1.0.0 // indirect
 	github.com/mailru/easyjson v0.7.7 // indirect
+	github.com/modelcontextprotocol/go-sdk v1.3.0
 	github.com/pelletier/go-toml/v2 v2.2.4 // indirect
 	github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
 	github.com/sagikazarmark/locafero v0.11.0 // indirect
diff --git a/go.sum b/go.sum
index 80f153a82f..fbdb5e5ecc 100644
--- a/go.sum
+++ b/go.sum
@@ -44,6 +44,8 @@ github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0
 github.com/mailru/easyjson v0.7.7/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc=
 github.com/microcosm-cc/bluemonday v1.0.27 h1:MpEUotklkwCSLeH+Qdx1VJgNqLlpY2KXwXFM08ygZfk=
 github.com/microcosm-cc/bluemonday v1.0.27/go.mod h1:jFi9vgW+H7c3V0lb6nR74Ib/DIB5OBs92Dimizgw2cA=
+github.com/modelcontextprotocol/go-sdk v1.3.0 h1:gMfZkv3DzQF5q/DcQePo5rahEY+sguyPfXDfNBcT0Zs=
+github.com/modelcontextprotocol/go-sdk v1.3.0/go.mod h1:AnQ//Qc6+4nIyyrB4cxBU7UW9VibK4iOZBeyP/rF1IE=
 github.com/modelcontextprotocol/go-sdk v1.3.1-0.20260220105450-b17143f71798 h1:ogb5ErmcnxZgfaTeVZnKEMrwdHDpJ3yln5EhCIPcTlY=
 github.com/modelcontextprotocol/go-sdk v1.3.1-0.20260220105450-b17143f71798/go.mod h1:Nxc2n+n/GdCebUaqCOhTetptS17SXXNu9IfNTaLDi1E=
 github.com/muesli/cache2go v0.0.0-20221011235721-518229cd8021 h1:31Y+Yu373ymebRdJN1cWLLooHH8xAr0MhKTEJGV/87g=
diff --git a/third-party-licenses.darwin.md b/third-party-licenses.darwin.md
index b62febda3c..38419f1739 100644
--- a/third-party-licenses.darwin.md
+++ b/third-party-licenses.darwin.md
@@ -28,6 +28,7 @@ The following packages are included for the amd64, arm64 architectures.
  - [github.com/lithammer/fuzzysearch/fuzzy](https://pkg.go.dev/github.com/lithammer/fuzzysearch/fuzzy) ([MIT](https://github.com/lithammer/fuzzysearch/blob/v1.1.8/LICENSE))
  - [github.com/mailru/easyjson](https://pkg.go.dev/github.com/mailru/easyjson) ([MIT](https://github.com/mailru/easyjson/blob/v0.7.7/LICENSE))
  - [github.com/microcosm-cc/bluemonday](https://pkg.go.dev/github.com/microcosm-cc/bluemonday) ([BSD-3-Clause](https://github.com/microcosm-cc/bluemonday/blob/v1.0.27/LICENSE.md))
+ - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([MIT](https://github.com/modelcontextprotocol/go-sdk/blob/v1.3.0/LICENSE))
  - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([Apache-2.0](https://github.com/modelcontextprotocol/go-sdk/blob/b17143f71798/LICENSE))
  - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([MIT](https://github.com/modelcontextprotocol/go-sdk/blob/b17143f71798/LICENSE))
  - [github.com/muesli/cache2go](https://pkg.go.dev/github.com/muesli/cache2go) ([BSD-3-Clause](https://github.com/muesli/cache2go/blob/518229cd8021/LICENSE.txt))
diff --git a/third-party-licenses.linux.md b/third-party-licenses.linux.md
index 825c1ed6a3..20800d9611 100644
--- a/third-party-licenses.linux.md
+++ b/third-party-licenses.linux.md
@@ -28,6 +28,7 @@ The following packages are included for the 386, amd64, arm64 architectures.
  - [github.com/lithammer/fuzzysearch/fuzzy](https://pkg.go.dev/github.com/lithammer/fuzzysearch/fuzzy) ([MIT](https://github.com/lithammer/fuzzysearch/blob/v1.1.8/LICENSE))
  - [github.com/mailru/easyjson](https://pkg.go.dev/github.com/mailru/easyjson) ([MIT](https://github.com/mailru/easyjson/blob/v0.7.7/LICENSE))
  - [github.com/microcosm-cc/bluemonday](https://pkg.go.dev/github.com/microcosm-cc/bluemonday) ([BSD-3-Clause](https://github.com/microcosm-cc/bluemonday/blob/v1.0.27/LICENSE.md))
+ - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([MIT](https://github.com/modelcontextprotocol/go-sdk/blob/v1.3.0/LICENSE))
  - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([Apache-2.0](https://github.com/modelcontextprotocol/go-sdk/blob/b17143f71798/LICENSE))
  - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([MIT](https://github.com/modelcontextprotocol/go-sdk/blob/b17143f71798/LICENSE))
  - [github.com/muesli/cache2go](https://pkg.go.dev/github.com/muesli/cache2go) ([BSD-3-Clause](https://github.com/muesli/cache2go/blob/518229cd8021/LICENSE.txt))
diff --git a/third-party-licenses.windows.md b/third-party-licenses.windows.md
index d45aa33e07..a4a07462d6 100644
--- a/third-party-licenses.windows.md
+++ b/third-party-licenses.windows.md
@@ -29,6 +29,7 @@ The following packages are included for the 386, amd64, arm64 architectures.
  - [github.com/lithammer/fuzzysearch/fuzzy](https://pkg.go.dev/github.com/lithammer/fuzzysearch/fuzzy) ([MIT](https://github.com/lithammer/fuzzysearch/blob/v1.1.8/LICENSE))
  - [github.com/mailru/easyjson](https://pkg.go.dev/github.com/mailru/easyjson) ([MIT](https://github.com/mailru/easyjson/blob/v0.7.7/LICENSE))
  - [github.com/microcosm-cc/bluemonday](https://pkg.go.dev/github.com/microcosm-cc/bluemonday) ([BSD-3-Clause](https://github.com/microcosm-cc/bluemonday/blob/v1.0.27/LICENSE.md))
+ - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([MIT](https://github.com/modelcontextprotocol/go-sdk/blob/v1.3.0/LICENSE))
  - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([Apache-2.0](https://github.com/modelcontextprotocol/go-sdk/blob/b17143f71798/LICENSE))
  - [github.com/modelcontextprotocol/go-sdk](https://pkg.go.dev/github.com/modelcontextprotocol/go-sdk) ([MIT](https://github.com/modelcontextprotocol/go-sdk/blob/b17143f71798/LICENSE))
  - [github.com/muesli/cache2go](https://pkg.go.dev/github.com/muesli/cache2go) ([BSD-3-Clause](https://github.com/muesli/cache2go/blob/518229cd8021/LICENSE.txt))