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The #1 agentic semantic tool search: 91.6% first-try accuracy on S1 Search Bench • Explore Tool Discovery →
Connect your AI agent to StackOne's Welcome to the Jungle MCP server and give it 35 MCP tools out of the box. Auth, tool execution, and security all managed.
Coverage
Create, read, update, and delete across Welcome to the Jungle — and extend your agent's capabilities with custom actions.
Authentication
Per-user OAuth in one call. Your Welcome to the Jungle MCP server gets session-scoped tokens with zero credentials stored on your infra.
Agent Auth →Security
Every Welcome to the Jungle tool response scanned for prompt injection in milliseconds — 88.7% accuracy, all running on CPU.
Prompt Injection Defense →Performance
Free up to 96% of your agent's context window to enhance reasoning and reduce cost, on every Welcome to the Jungle call.
Tools Discovery →A Welcome to the Jungle MCP server lets AI agents read and write Welcome to the Jungle data through the Model Context Protocol — Anthropic's open standard for connecting LLMs to external tools. StackOne's Welcome to the Jungle MCP server ships with 35 pre-built actions, fully extensible via the Connector Builder — plus managed authentication, prompt injection defense, observability, and agent execution runtime. Connect it from MCP clients like Claude Desktop, Claude Code, Cursor, Goose, and VS Code, or from agent frameworks like OpenAI Agents SDK, LangChain, and Vercel AI SDK.
Every action from Welcome to the Jungle's API, ready for your agent. Create, read, update, and delete — scoped to exactly what you need.
Create a candidate for a job
List candidates for a job
Retrieve a single candidate by reference
Update an existing candidate
Record or send an email to a candidate
List emails exchanged with a candidate
Create a department within an organization
List departments for an organization
Retrieve a single department by reference
Update an existing department
Create a new job offer for an organization
List jobs for a specific organization
Retrieve a single job by reference
Update an existing job offer
Create an office for an organization
List offices for an organization
Retrieve a single office by reference
Update an existing office
List organizations accessible to the token
Retrieve organization metadata by reference
Add a comment to a candidate
List WTTJ media articles (partnership scopes required)
List images attached to an organization
List videos attached to an organization
Retrieve data needed to build a WTTJ embed
List tools that can be associated with an organization or job
List sectors that can be assigned to an organization
List documents attached to a candidate
Retrieve the authenticated user's profile
Retrieve all jobs across the public job board (partnership scope required)
Retrieve authorized values for job fields
List languages available for job postings
List candidate stage changes for an organization
Transition a job between draft, published, and archived states
Attach remote documents to a candidate
Connect your AI agent to Welcome to the Jungle and help your team scale the marketing operations they run by hand today.
Use StackOne to connect your AI agent to your marketing automation, CRM, and email tools to automate lead nurture email sequences.
ViewUse StackOne to connect your AI agent to your marketing automation, email, and analytics platforms to automate campaign performance reporting.
ViewUse StackOne to connect your AI agent to your ATS and job boards to automate job posting distribution.
ViewOne endpoint. Any framework. Your agent is talking to Welcome to the Jungle in under 10 lines of code.
Agent Frameworks
{
"mcpServers": {
"stackone": {
"command": "npx",
"args": [
"-y",
"mcp-remote@latest",
"https://api.stackone.com/mcp?x-account-id=<account_id>",
"--header",
"Authorization: Basic <YOUR_BASE64_TOKEN>"
]
}
}
}Anthropic's code_execution processes data already in context. Custom MCP code mode keeps raw tool responses in a sandbox. 14K tokens vs 500.
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Benchmarking BM25, TF-IDF, and hybrid search for MCP tool discovery across 916 tools. The 80/20 TF-IDF/BM25 hybrid hits 21% Top-1 accuracy in under 1ms.
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MCP tools that read emails, CRM records, and tickets are indirect prompt injection vectors. Here's how we built a two-tier defense that scans tool results in ~11ms.
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MCP vs A2A: what each protocol standardizes, how they differ, their shared security risks including indirect prompt injection, and when to use one, both, or a hybrid architecture.
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MCP wraps APIs, it doesn't replace them. After building 200+ connectors that serve both, here's when each approach wins.
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origin_owner_id.All the tools you need to build and scale AI agent integrations, with best-in-class connectivity, execution, and security.