Jaicob MCP. Manage recruitment data and candidate pipelines.
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Jaicob MCP Server connects your AI agent to recruitment functions. It lets you list candidates, manage job applications, and track client organizations.
Use it to automate the data gathering and initial screening stages of hiring.
What your AI agents can do
Create candidate
Build a new candidate profile in Jaicob.
List applications
Get a list of all job applications.
List candidates
Fetch a list of all candidates in Jaicob.
Create a new candidate record using the create_candidate tool.
Retrieve a list of all job applications submitted through the system using list_applications.
Fetch a complete list of every candidate stored in Jaicob using list_candidates.
Retrieve a directory of all client companies using list_clients.
Get a list of all active job vacancies using list_vacancies.
View the current status and details of all recruitment leads using list_recruitment_leads.
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Supported MCP Clients
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Start using Jaicob on Vinkius019dd10ecreate candidate
Build a new candidate profile in Jaicob.
019dd10elist applications
Get a list of all job applications.
019dd10elist candidates
Fetch a list of all candidates in Jaicob.
019dd10elist clients
List all client organizations.
019dd10elist recruitment leads
List active recruitment leads.
019dd10elist vacancies
List all current job vacancies.
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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Jaicob. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 6 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Finding candidate records shouldn't take a dozen clicks.
Today, finding a single candidate's status means logging into the CRM, checking the 'Candidates' tab, then switching to the 'Applications' tab, and finally cross-referencing the client account in a separate tab. It's slow, and you almost always miss something.
With Jaicob MCP Server, your AI agent runs all these checks in one prompt. You ask for the status, and it aggregates the candidate data, applications, and client info instantly. You get the single source of truth in a single conversation.
Jaicob MCP Server: Manage candidate data from your chat.
Before, creating a new candidate meant gathering their name, contact info, and job details across five different forms and spreadsheets. You had to manually ensure every field was filled before submitting.
Now, your agent takes the raw data and uses `create_candidate` to build the profile correctly. It's cleaner, faster, and guarantees the data lands in the right spot.
What you can do with this MCP connector
The Jaicob MCP Server hooks up your AI agent to all your recruiting functions. It lets your agent list candidates, manage job applications, and track client organizations. You'll use it to automate data gathering and initial screening stages of hiring.
To manage candidate profiles, use create_candidate to build a new candidate record. To see every candidate you've got, list_candidates fetches a complete list. You can also grab a directory of every client company with list_clients. When you're tracking open jobs, list_vacancies gets you a list of all active vacancies. You can view the current status and details of all recruitment leads by running list_recruitment_leads.
To check all job applications submitted through the system, list_applications retrieves that list. Finally, you can get a list of all candidates and job applications by running list_candidates and list_applications.
019dd10e-22e0-70e5-9781-a3209352102d 
How Jaicob MCP Works
- 1 Subscribe to this server and enter your Jaicob API Key.
- 2 Connect your preferred AI client (Claude, Cursor, etc.) to the MCP Server.
- 3 Prompt your agent to execute a specific recruitment task, such as listing job vacancies.
The bottom line is you let your AI agent run HR functions through natural language prompts, accessing structured data in Jaicob.
Who Is Jaicob MCP For?
Recruitment Managers, Talent Acquisition Specialists, and HR Analysts need this. They spend too much time manually cross-referencing candidate databases, job boards, and client lists. This server lets your AI agent run these data checks in a single conversation, eliminating painful manual lookups.
Use list_candidates and list_applications to quickly review potential talent against open roles without switching tabs.
Use list_clients and list_vacancies to audit organizational needs and ensure internal job boards match current client requirements.
Use list_recruitment_leads and create_candidate to systematically manage the pipeline from initial contact to active candidate profile.
What Changes When You Connect
- Stop digging through spreadsheets to find who applied. Use
list_applicationsto pull a list of job submissions instantly, letting your agent do the heavy lifting. - Build a candidate profile from scratch. The
create_candidatetool lets you capture all necessary data points and put them into the system without manual data entry. - Keep track of your leads.
list_recruitment_leadsshows exactly who needs a follow-up call, ensuring nothing slips through the cracks in your pipeline. - Understand your market size. Run
list_candidatesto get a full roster of everyone in the system, giving you a clean view of your talent pool. - Match roles to needs. Use
list_vacanciesandlist_clientstogether to see which open roles align with which client organizations. - Never lose context on a client.
list_clientsprovides an immediate directory of all partner organizations, keeping your entire team aligned on who you serve.
Real-World Use Cases
Need to vet a new hire candidate quickly.
A recruiter gets a referral. Instead of emailing a manual intake form, they ask their agent to run list_candidates to see if the person is already in the system. If not, they use create_candidate right away, gathering all necessary data in one flow.
Client requests a new internal job role.
An HR analyst needs to know if the company already has a similar role open. They use list_vacancies to check the existing roles, and then use list_clients to see which client organization needs the new position.
Reviewing a batch of job submissions.
A talent manager needs to see every application submitted for a specific role. They prompt their agent to use list_applications, getting a clean list of all submissions for immediate review and follow-up.
Auditing the entire pipeline from start to finish.
A team lead wants a full picture of the business. They ask their agent to use list_recruitment_leads to see who is hot right now, then use list_clients to understand which client accounts are generating the most leads.
The Tradeoffs
Trying to manually cross-reference data.
Juggling tabs between the CRM, the job board, and the spreadsheet. You spend 30 minutes just figuring out if 'John Doe' is a candidate, a lead, or an applicant.
→
Don't copy-paste. Just ask your agent to run list_candidates and list_applications in one go. It gives you the full picture without the tab juggling.
When It Fits, When It Doesn't
Use this server if your primary bottleneck is data organization and retrieval in the hiring lifecycle. You need to check candidate status, list applications, or manage leads systematically. Use it if you're constantly asking, 'Where is that data?'
Don't use this if you need to write complex business logic (e.g., 'If candidate A is from client B, then assign them to job C'). This server gives you the data points; your agent runs the logic. If you only need to read a simple list of client names, list_clients is enough. If you need to build a custom workflow that connects this data to an external accounting system, you'll need a different type of integration tool.
Common Questions About Jaicob MCP
How do I use the `list_candidates` tool with Jaicob MCP Server? +
You ask your agent to run list_candidates. It fetches a complete list of everyone in your system. You can then ask follow-up questions about those specific profiles.
Can I use `list_applications` to see who applied for a job? +
Yes. Running list_applications pulls up all job submissions. You can then filter that list by dates or job titles within your chat agent.
What is the difference between `list_clients` and `list_recruitment_leads`? +
Clients are the organizations you work for. Leads are specific people or companies that need follow-up to become clients or candidates. list_clients is the source, list_recruitment_leads is the action.
How do I create a new candidate using the `create_candidate` tool? +
You simply instruct your agent to create a candidate and provide all the required data points (name, email, etc.) in the prompt. The agent handles the API call.
How do I use `list_vacancies` to check for open jobs? +
It lists all active job openings. This tool returns a structured list including the vacancy ID, job title, and the date the position was posted.
What happens if I run `list_recruitment_leads` and get no results? +
It means there are currently no leads saved in the system. You'll need to check your lead intake process or manually add new leads before the tool can return data.
Does `list_candidates` show details about a candidate's job history? +
Yes, the results include a summary of their past roles and educational background. This lets you quickly assess if they meet the core requirements for the role.
How does `list_clients` help manage organization data? +
It provides a roster of all client organizations linked to your account. This is useful for tracking client status and ensuring you have the correct billing or contact details on file.
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.
Use it with your favorite AI tools
Connect this server to Cursor, Claude, VS Code, and more.