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Google AI Search MCP

Provides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.

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// key findings
⚠️
Known vulnerabilities in dependencies: 5 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: GEMINI_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies5 high1 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@0.6.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@0.6.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

highminimatch@10.0.1GHSA-23c5-xmqv-rm74

minimatch ReDoS: nested *() extglobs generate catastrophically backtracking regular expressions

highminimatch@10.0.1GHSA-3ppc-4f35-3m26

minimatch has a ReDoS via repeated wildcards with non-matching literal in pattern

highminimatch@10.0.1GHSA-7r86-cg39-jmmj

minimatch has ReDoS: matchOne() combinatorial backtracking via multiple non-adjacent GLOBSTAR segments

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
configAI_MAX_OUTPUT_TOKENS"": "65536", // Default from .env.example
configAI_MAX_RETRIES
configAI_PROVIDERSet to either "vertex" or "gemini".
configAI_RETRY_DELAY_MS"": "1000",
configAI_TEMPERATURE"": "0.0",
configAI_USE_STREAMING"": "true",
🔐 secretGEMINI_API_KEYIf AI_PROVIDER="gemini", is required.
configGEMINI_MODEL_ID"": "gemini-2.5-pro", // If AI_PROVIDER="gemini"
configGOOGLE_CLOUD_LOCATION"": "us-central1", // Specific to Vertex AI
configGOOGLE_CLOUD_PROJECTIf AI_PROVIDER="vertex", is required.
configVERTEX_MODEL_ID"": "gemini-2.5-pro", // If AI_PROVIDER="vertex" (Example override)
// full audit trail
The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/shariqriazz-google-ai-search-mcp-24yn5l)](https://m8ven.ai/mcp/shariqriazz-google-ai-search-mcp-24yn5l)
commit: e7ab979e81c80a4f11ab5b93da4179151a80f9b3
code hash: c2cbee91607ba93b1c2d161b312b20d1905f614d907cf6d69fe86ce77745a8a4
verified: 6/18/2026, 11:31:07 AM
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