ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Landed

Search AI-native jobs, inspect application forms, and fetch free interview-prep resources.

Description as published by the maintainer. Source

  • version 0.1.1
  • active
  • retrieval

active — Registry entry last updated 2026-07-25. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

3 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

get_job_form(jobId)
Get the application form for a job (by the jobId returned from search_jobs), so you can prepare answers before the user applies. Fields are grouped: "standard" (auto-fillable from a candidate profile via mapsTo), "screening" (free-text questions to draft from the résumé/experience), and "eeo" (leave to the user). Always free — a job's form is only reachable once you've already found the job via search_jobs. Required: jobId.
get_learning_content(role, topic, category)
Get Landed's free learning content to help the user prepare — curated interview-prep repos (real questions, company guides, worked system designs), portfolio-project catalogs, and role roadmaps from the landedjobs GitHub org. Filter by topic, role, and/or category. Always free, for any caller.
search_jobs(role, avoid, limit, query, remote, skills, minComp, regions, currency, locations, seniority, industries, regionCodes, countryCodes, companyStages, workAuthorizationCountryCodes)
Search Landed's live job corpus for AI-native roles and get a ranked, fit-scored shortlist. Fill the structured fields (role, skills, work mode, physical locations, remote-eligibility countries/regions, seniority, comp, industries…) from the user's request — they drive the ranking. Physical locations are resolved to stable places; use ISO country codes and canonical region codes when known. You may also pass a free-text "query"; it's parsed into the same filters and used as a semantic nudge. Free tier: up to a shared budget of jobs for anonymous callers (each returned job counts). Authenticated callers (Authorization: Bearer <API token>) get unlimited, brief-personalized results.

Last successful function declaration observed on . Source: https://mcp.landed.jobs/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://mcp.landed.jobs/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 0.1.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-25 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-25 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 3 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe mcp.landed.jobs
mcp endpoint status ok The server listed 3 functions when asked. as of probe mcp.landed.jobs

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://mcp.landed.jobs/mcp — mcp.landed.jobs, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.