Atlas / MCP servers / houtini-ai / Gemini

GeminiBLOCK

mcp/houtini-ai/gemini-17

Google Gemini MCP - Use Google's visual, video and chat capabilities in your AI Assistant. Uses MCP Apps to preview created images, landing pages, SVGs and video

Verdict
BLOCK
Grade
D
Trust score
69 /100
Exposed tools
8 8r · 0w · 0d
Transport
stdio
License
Apache-2.0
Stars
34
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

[](https://www.npmjs.com/package/@houtini/gemini-mcp) [](https://registry.modelcontextprotocol.io) [](https://snyk.io/test/github/houtini-ai/gemini-mcp) [](https://opensource.org/licenses/Apache-2.0)

I've had this Gemini MCP server running in my Claude Desktop setup for the best part of a year now. It's one of the few I leave switched on permanently. Not because Gemini replaces Claude (it doesn't), but because grounded search, image generation, SVG diagrams and video are things Gemini happens to do well, and having them as tools inside Claude beats flipping between browser tabs.

Fourteen tools, built around the models people actually come looking for: Nano Banana Pro (gemini-3-pro-image) and Nano Banana 2 for images, Veo 3.1 for video with synchronised audio, and Gemini 3.1 Pro for chat and deep research with Google Search grounding. Everything previews inline in Claude Desktop through MCP Apps rather than landing as a file path you have to go and open.

One npx command. That's it.

Quick Navigation What it makes | Get started | What it does | [Image out
Read from source at commit ca718bc131f1OBSERVED · 2026-10-08
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code (npm)
claude mcp add gemini-mcp --env GEMINI_API_KEY=${GEMINI_API_KEY} -- npx -y @houtini/[email protected]
03

Exposed tools (8)

8 read · 0 write · 0 destructive.

ToolRiskDescription
analyze_imageread
describe_imageread
gemini_chatread
gemini_deep_researchread
gemini_helpread
gemini_list_modelsread
gemini_prompt_assistantread
load_image_from_pathread
04

Trust audit

BLOCKgrade D · trust 69/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryFAIL
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (5 observation(s))
Network
declared (4 observation(s))
Shell
declared (1 observation(s))
Dependencies
not all pinned
Secrets in source
none-found

Findings (14)

HIGHInventory / provenance · inv.suspicious_name · CWE-1104
src/tools/register-viewer-payload.ts
register-viewer-payload.ts
Why it matters. member named after an attack tool
Fix. remove or justify
HIGHInventory / provenance · inv.suspicious_name · CWE-1104
src/utils/viewer-payload-store.ts
viewer-payload-store.ts
Why it matters. member named after an attack tool
Fix. remove or justify
MEDIUMInformation disclosure · disclose.log_secret · CWE-209, CWE-532
src/tools/gemini-deep-research.ts:107
logger.info(`Iteration ${i + 1} token usage`, {
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
src/services/media-server.ts:82
return `http://127.0.0.1:${this.port}/${this.token}`;
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
src/services/media-server.ts:138
const url = new URL(req.url || '/', `http://127.0.0.1:${this.port}`);
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
src/tools/register-viewers.ts:60
? `http://127.0.0.1:${mediaServerPort}`
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/config/index.ts:14
readFileSync(new URL('../../package.json', import.meta.url), 'utf8')
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/services/gemini/image-service.ts:1
import { GeminiConfig } from '../../config/types.js';
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/services/gemini/image-service.ts:2
import { GeminiError } from '../../utils/error-handler.js';
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/services/gemini/image-service.ts:4
import { fetchWithRetry } from '../../utils/fetch-retry.js';
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
src/services/gemini/index.ts:3
import { GeminiConfig } from '../../config/types.js';
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@google/genai, @modelcontextprotocol/ext-apps, @modelcontextprotocol/sdk, @panzoom/panzoom, dotenv, sharp, winston, zod
Why it matters. 22 dependency range(s) float
Fix. pin exact versions or ship a lockfile
INFOInventory / provenance · inv.oversize · CWE-1104
assets/showcase/cockpit-veo.gif
assets/showcase/cockpit-veo.gif
Why it matters. 4315694 bytes not read
INFOInventory / provenance · inv.oversize · CWE-1104
image-embed.png
image-embed.png
Why it matters. 1092606 bytes not read

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha ca718bc131f1full audit observations/trust-audit/mcp-server/houtini-ai__gemini-17.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-08ca718bc131f1BLOCKD69first audit
06

Questions

What is the Gemini MCP server?

Google Gemini MCP - Use Google's visual, video and chat capabilities in your AI Assistant. Uses MCP Apps to preview created images, landing pages, SVGs and video

What tools does Gemini expose?

8 in total: 8 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Gemini safe to connect to an agent?

No — not without reading the findings first. The audit graded it D (69/100) and found 2 critical or high issues in the source. Each one is listed on this page with the file and line it is on.

What credentials does Gemini need?

It reads GEMINI_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does Gemini run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as @houtini/gemini-mcp at 2.9.0.

How current is this page?

The grade is for one exact copy of the source (ca718bc131f1), read on 2026-10-08. The repository is watched and re-audited when it changes.

Advertisement