Bring Text Generation
to Google ADK
Learn how to connect Jaicob to Google ADK and start using 6 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the Jaicob MCP Server?
Connect your Jaicob account to any AI agent and leverage AI capabilities through natural conversation.
What you can do
- Text Generation — Generate content based on prompts with customizable parameters
- Content Analysis — Analyze text for sentiment, topics, and key insights
- Translation — Translate content between languages
- Summarization — Condense documents and long text into concise summaries
- Data Extraction — Extract structured data from unstructured text
How it works
1. Subscribe to this server
2. Enter your Jaicob API Key
3. Start using AI capabilities from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Content Teams — generate and analyze content at scale
- Developers — integrate AI text processing into workflows
- Analysts — extract insights and summarize large documents
Built-in capabilities (6)
Create a new candidate profile
List job applications
List all candidates in Jaicob
List client organizations
List recruitment leads
List all job vacancies
Why Google ADK?
Google ADK natively supports Jaicob as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 6 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Jaicob
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine Jaicob tools with BigQuery, Vertex AI, and Cloud Functions
Jaicob in Google ADK
Jaicob and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Jaicob to Google ADK through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Jaicob in Google ADK
The Jaicob MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 6 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Google ADK only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Jaicob for Google ADK
Every tool call from Google ADK to the Jaicob MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I generate and analyze content through the AI agent?
Yes. Use the generation tools with prompts and parameters. Use analysis tools to extract sentiment, topics, and key insights from any text.
How does Jaicob API authentication work?
Jaicob uses a custom x-api-key header (not Bearer) for all requests to api.jaicob.ai/v1. Your API key is generated from the Jaicob dashboard.
Can I translate content between languages?
Yes. The translation tools support multiple languages. Provide source text and target language for accurate translations.
How does Google ADK connect to MCP servers?
Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
Can ADK agents use multiple MCP servers?
Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
Which Gemini models work best with MCP tools?
Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.
McpToolset not found
Update: pip install --upgrade google-adk