feat(gemini-spark): add Hindsight integration for Gemini Spark via MCP (#1779)

* feat(gemini-spark): add Hindsight integration for Gemini Spark via MCP

Config-only integration with example Antigravity 2.0 manifest and MCP
config, prioritizing Hindsight Cloud. Includes 14 pytest tests validating
config structure, CI job, and release script entry.

.github/workflows/test.yml

@@ -49,6 +49,7 @@ jobs:
       integrations-agentcore: ${{ steps.filter.outputs.integrations-agentcore }}
       integrations-smolagents: ${{ steps.filter.outputs.integrations-smolagents }}
       integrations-dify: ${{ steps.filter.outputs.integrations-dify }}
+      integrations-gemini-spark: ${{ steps.filter.outputs.integrations-gemini-spark }}
       tools-agent-sdk: ${{ steps.filter.outputs.tools-agent-sdk }}
       dev: ${{ steps.filter.outputs.dev }}
       ci: ${{ steps.filter.outputs.ci }}
@@ -143,6 +144,8 @@ jobs:
             - 'hindsight-integrations/smolagents/**'
           integrations-dify:
             - 'hindsight-integrations/dify/**'
+          integrations-gemini-spark:
+            - 'hindsight-integrations/gemini-spark/**'
           tools-agent-sdk:
             - 'hindsight-tools/hindsight-agent-sdk/**'
           dev:
@@ -698,6 +701,38 @@ jobs:
       working-directory: ./hindsight-integrations/pipecat
       run: uv run pytest tests -v
 
+  test-gemini-spark-integration:
+    needs: [detect-changes]
+    if: >-
+      (github.event_name == 'workflow_dispatch' ||
+      needs.detect-changes.outputs.integrations-gemini-spark == 'true' ||
+      needs.detect-changes.outputs.ci == 'true')
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v6
+      with:
+        ref: ${{ github.event.pull_request.head.sha || '' }}
+
+    - name: Install uv
+      uses: astral-sh/setup-uv@v7
+      with:
+        enable-cache: true
+        prune-cache: false
+
+    - name: Set up Python
+      uses: actions/setup-python@v6
+      with:
+        python-version-file: ".python-version"
+
+    - name: Install dependencies
+      working-directory: ./hindsight-integrations/gemini-spark
+      run: uv sync --frozen
+
+    - name: Run tests
+      working-directory: ./hindsight-integrations/gemini-spark
+      run: uv run pytest tests -v
+
 
   build-control-plane:
     needs: [detect-changes]
@@ -3738,6 +3773,7 @@ jobs:
       - build-chat-integration
       - test-paperclip-integration
       - test-pipecat-integration
+      - test-gemini-spark-integration
       - build-control-plane
       - build-docs
       - test-rust-cli

hindsight-integrations/gemini-spark/README.md

@@ -0,0 +1,93 @@
+# Hindsight × Gemini Spark
+
+Long-term memory for [Gemini Spark](https://blog.google/products/gemini/gemini-spark/),
+Google's always-on agentic assistant, via MCP.
+
+> **Recommended:** Use [Hindsight Cloud](https://vectorize.io/hindsight/) for the
+> fastest setup — no infrastructure to manage. The setup below works with both
+> Cloud and self-hosted Hindsight.
+
+## How it works
+
+Spark runs on Google's cloud infrastructure. Unlike OpenClaw or Claude Code,
+there is **no plugin host** where Hindsight code runs alongside Spark's agent
+loop. The only third-party extension surface is MCP:
+
+| Capability | Spark support |
+|---|---|
+| Hook-based auto-recall (prepend context to prompt) | Not available — Spark's prompt assembly is private. The agent calls `recall` when its planner judges it useful. |
+| Hook-based auto-retain (save transcripts on turn end) | Not available — third parties don't see Spark's transcripts. The agent calls `retain` when it learns something worth keeping. |
+| MCP tools (`recall`, `retain`, etc.) | Yes — Spark calls Hindsight's MCP tools via its built-in MCP client. |
+
+## Architecture
+
+### With Hindsight Cloud (recommended)
+
+```
+Gemini Spark (Google Cloud)
+        |
+        | HTTPS + MCP (Streamable HTTP)
+        v
+Hindsight Cloud (api.hindsight.vectorize.io)
+```
+
+### With self-hosted Hindsight
+
+```
+Gemini Spark (Google Cloud)
+        |
+        | HTTPS + OAuth 2.1 (Spark's MCP client)
+        v
+Cloudflare Worker — hindsight-integrations/cloudflare-oauth-proxy
+   - OAuth authorization server
+   - Auth bridging to Hindsight API token
+        |
+        | HTTPS + Cloudflare Tunnel
+        v
+Self-hosted Hindsight + hindsight-embed (MCP server)
+```
+
+## Setup
+
+### Option 1: Hindsight Cloud (recommended)
+
+1. Sign up at [vectorize.io/hindsight](https://vectorize.io/hindsight/) and
+   create a memory bank
+2. Copy your API key from the dashboard
+3. Register Hindsight in Spark's MCP config (see below)
+
+### Option 2: Self-hosted
+
+1. Deploy a Hindsight instance — see the
+   [self-hosting quickstart](https://vectorize.io/hindsight/docs/quickstart/self-hosting)
+2. Run the `hindsight-embed` MCP server pointed at your instance, exposed on
+   a public HTTPS endpoint
+3. Deploy the [`cloudflare-oauth-proxy`](../cloudflare-oauth-proxy/) (Spark
+   only speaks OAuth 2.1 to MCP servers)
+
+### Register Hindsight in Spark
+
+Spark (via Antigravity 2.0) reads MCP servers from one of two places:
+
+- **Hosted agent / Spark cloud:** an `antigravity.yaml` manifest — see
+  [`manifest.example.yaml`](./manifest.example.yaml)
+- **Antigravity desktop / IDE:** `~/.gemini/antigravity/mcp_config.json` —
+  see [`mcp_config.example.json`](./mcp_config.example.json)
+
+Replace the placeholder URL with your Hindsight Cloud endpoint or OAuth proxy
+URL.
+
+### Verify it works
+
+Prompt Spark with something that should trigger memory tools:
+
+- "What were my open API decisions from last week?" → `recall`
+- "Remember that I prefer TypeScript strict mode for new projects." →
+  `retain`
+
+## Example configs
+
+- [`manifest.example.yaml`](./manifest.example.yaml) — Antigravity 2.0 agent
+  manifest snippet
+- [`mcp_config.example.json`](./mcp_config.example.json) — Desktop/IDE MCP
+  config for local development

hindsight-integrations/gemini-spark/hindsight_gemini_spark/__init__.py

@@ -0,0 +1 @@
+"""Hindsight × Gemini Spark — config examples and documentation only."""

hindsight-integrations/gemini-spark/manifest.example.yaml

@@ -0,0 +1,19 @@
+# Example Antigravity 2.0 / Gemini Spark agent manifest snippet.
+#
+# Drop the `tools.mcp_servers` block into your existing antigravity.yaml.
+# This format follows the shape shown in the I/O 2026 developer guide; once
+# Google publishes the formal schema it may need adjusting.
+#
+# For Hindsight Cloud: use https://api.hindsight.vectorize.io/mcp
+# For self-hosted:     use your cloudflare-oauth-proxy URL
+
+tools:
+  mcp_servers:
+    - name: hindsight
+      endpoint: https://api.hindsight.vectorize.io/mcp
+      auth: bearer
+      description: >
+        Long-term memory across sessions. Call recall whenever the user
+        references past work, decisions, or preferences from earlier
+        conversations. Call retain whenever the user shares a fact,
+        preference, or decision worth remembering.

hindsight-integrations/gemini-spark/mcp_config.example.json

@@ -0,0 +1,11 @@
+{
+  "_comment": "Drop this entry into ~/.gemini/antigravity/mcp_config.json. For Hindsight Cloud, use the Cloud URL with a Bearer token. For self-hosted with the OAuth proxy, use your proxy URL.",
+  "mcpServers": {
+    "hindsight": {
+      "serverUrl": "https://api.hindsight.vectorize.io/mcp",
+      "headers": {
+        "Authorization": "Bearer YOUR_HINDSIGHT_API_KEY"
+      }
+    }
+  }
+}

hindsight-integrations/gemini-spark/pyproject.toml

@@ -0,0 +1,18 @@
+[project]
+name = "hindsight-gemini-spark"
+version = "0.1.0"
+description = "Hindsight integration for Gemini Spark — config examples and documentation"
+requires-python = ">=3.11"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["hindsight_gemini_spark"]
+
+[dependency-groups]
+dev = [
+    "pytest>=8.0",
+    "pyyaml>=6.0",
+]

hindsight-integrations/gemini-spark/tests/test_config_examples.py

@@ -0,0 +1,96 @@
+"""Validate that the example config files parse correctly and have the expected structure."""
+
+from __future__ import annotations
+
+import json
+from pathlib import Path
+
+import pytest
+import yaml
+
+INTEGRATION_DIR = Path(__file__).resolve().parent.parent
+
+
+@pytest.fixture
+def manifest() -> dict:
+    path = INTEGRATION_DIR / "manifest.example.yaml"
+    return yaml.safe_load(path.read_text())
+
+
+@pytest.fixture
+def mcp_config() -> dict:
+    path = INTEGRATION_DIR / "mcp_config.example.json"
+    return json.loads(path.read_text())
+
+
+class TestManifestYAML:
+    def test_parses_without_error(self, manifest: dict) -> None:
+        assert isinstance(manifest, dict)
+
+    def test_has_tools_section(self, manifest: dict) -> None:
+        assert "tools" in manifest
+        assert "mcp_servers" in manifest["tools"]
+
+    def test_mcp_server_entry_structure(self, manifest: dict) -> None:
+        servers = manifest["tools"]["mcp_servers"]
+        assert len(servers) >= 1
+
+        hindsight = servers[0]
+        assert hindsight["name"] == "hindsight"
+        assert "endpoint" in hindsight
+        assert "description" in hindsight
+
+    def test_endpoint_is_https(self, manifest: dict) -> None:
+        endpoint = manifest["tools"]["mcp_servers"][0]["endpoint"]
+        assert endpoint.startswith("https://")
+
+    def test_description_mentions_recall_and_retain(self, manifest: dict) -> None:
+        desc = manifest["tools"]["mcp_servers"][0]["description"]
+        assert "recall" in desc
+        assert "retain" in desc
+
+    def test_endpoint_path_is_mcp(self, manifest: dict) -> None:
+        endpoint = manifest["tools"]["mcp_servers"][0]["endpoint"]
+        assert endpoint.endswith("/mcp")
+
+
+class TestMCPConfigJSON:
+    def test_parses_without_error(self, mcp_config: dict) -> None:
+        assert isinstance(mcp_config, dict)
+
+    def test_has_mcp_servers_section(self, mcp_config: dict) -> None:
+        assert "mcpServers" in mcp_config
+
+    def test_hindsight_server_entry(self, mcp_config: dict) -> None:
+        hindsight = mcp_config["mcpServers"]["hindsight"]
+        assert "serverUrl" in hindsight
+        assert "headers" in hindsight
+
+    def test_server_url_is_https(self, mcp_config: dict) -> None:
+        url = mcp_config["mcpServers"]["hindsight"]["serverUrl"]
+        assert url.startswith("https://")
+
+    def test_auth_header_present(self, mcp_config: dict) -> None:
+        headers = mcp_config["mcpServers"]["hindsight"]["headers"]
+        assert "Authorization" in headers
+        assert headers["Authorization"].startswith("Bearer ")
+
+    def test_no_real_credentials(self, mcp_config: dict) -> None:
+        token = mcp_config["mcpServers"]["hindsight"]["headers"]["Authorization"]
+        assert "YOUR_HINDSIGHT_API_KEY" in token
+
+
+class TestReadme:
+    def test_readme_exists(self) -> None:
+        readme = INTEGRATION_DIR / "README.md"
+        assert readme.exists()
+
+    def test_readme_mentions_cloud(self) -> None:
+        content = (INTEGRATION_DIR / "README.md").read_text()
+        assert "Hindsight Cloud" in content
+        assert "vectorize.io/hindsight" in content
+
+    def test_readme_mentions_both_config_files(self) -> None:
+        content = (INTEGRATION_DIR / "README.md").read_text()
+        assert "manifest.example.yaml" in content
+        assert "mcp_config.example.json" in content

hindsight-integrations/gemini-spark/uv.lock

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scripts/release-integration.sh

@@ -13,7 +13,7 @@ print_info() { echo -e "${GREEN}[INFO]${NC} $1"; }
 print_warn() { echo -e "${YELLOW}[WARN]${NC} $1"; }
 print_error() { echo -e "${RED}[ERROR]${NC} $1"; }
 
-VALID_INTEGRATIONS=("litellm" "pydantic-ai" "crewai" "ag2" "ai-sdk" "chat" "openclaw" "langgraph" "llamaindex" "nemoclaw" "strands" "claude-code" "codex" "hermes" "autogen" "paperclip" "opencode" "cloudflare-oauth-proxy" "openai-agents" "pipecat" "agentcore" "smolagents" "n8n" "dify")
+VALID_INTEGRATIONS=("litellm" "pydantic-ai" "crewai" "ag2" "ai-sdk" "chat" "openclaw" "langgraph" "llamaindex" "nemoclaw" "strands" "claude-code" "codex" "hermes" "autogen" "paperclip" "opencode" "cloudflare-oauth-proxy" "openai-agents" "pipecat" "agentcore" "smolagents" "n8n" "dify" "gemini-spark")
 
 usage() {
     print_error "Usage: $0 <integration> <version>"