# Landed (remote · mcp.landed.jobs)

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

- Trust score: 67/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-04

## Components

- remote · `mcp.landed.jobs`: 67/100 (this document), [markdown](https://verifymcp.io/servers/landedjobs-landed/mcp.md), [page](https://verifymcp.io/servers/landedjobs-landed/mcp)

## Channel facts

- Endpoint: `https://mcp.landed.jobs/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.1.1`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-04.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 3 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 74/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 1152 tokens (~384/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 30/100
  - Stability observed for 9 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http landedjobs-landed https://mcp.landed.jobs/mcp
```

### Codex

```toml
[mcp_servers.landedjobs-landed]
url = "https://mcp.landed.jobs/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "landedjobs-landed": {
      "type": "remote",
      "url": "https://mcp.landed.jobs/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add landedjobs-landed --url https://mcp.landed.jobs/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  landedjobs-landed:
    url: "https://mcp.landed.jobs/mcp"
```

### Other

```json
{
  "mcpServers": {
    "landedjobs-landed": {
      "type": "http",
      "url": "https://mcp.landed.jobs/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 65, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 65, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 64, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 63, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 63)

First indexed and scored.

## MCP tools (3)

### `search_jobs` (~526 tokens)

Search jobs

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.

Input parameters:

- `avoid` (array): Companies or sectors to avoid.
- `companyStages` (array): Preferred company stages, e.g. ["seed", "series-a", "public"].
- `countryCodes` (array): ISO 3166-1 alpha-2 countries where the job may be based or remotely eligible, e.g. ["IN"].
- `currency` (string): Currency for minComp, e.g. "USD".
- `industries` (array): Preferred company industries / sectors.
- `limit` (integer): How many jobs to return.
- `locations` (array): Preferred physical cities/countries as exact labels; include country for ambiguous cities, e.g. ["Bengaluru, India", "London, UK"]. Resolved server-side to stable place IDs.
- `minComp` (number): Minimum acceptable base compensation (numeric).
- `query` (string): Free-text description of the ideal job, in the user’s own words. Parsed server-side into structured filters; also used as a semantic nudge.
- `regionCodes` (array): Canonical remote eligibility regions.
- `regions` (array): Legacy human-readable remote eligibility regions/countries, e.g. ["APAC", "India"]. Prefer regionCodes/countryCodes when known.
- `remote` (string): Work mode preference.
- `role` (string): Target role or title family, e.g. "AI Engineer", "RAG Engineer", "Data Scientist".
- `seniority` (string): Seniority target, e.g. "junior", "mid", "senior", "staff", "lead".
- `skills` (array): Core skills / technologies the role should involve, e.g. ["RAG", "LangChain", "Python"].
- `workAuthorizationCountryCodes` (array): ISO country codes where the candidate is authorized to work.

### `get_job_form` (~118 tokens)

Get job application form

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.

Input parameters:

- `jobId` (string, required): The jobId from a search_jobs result.

### `get_learning_content` (~135 tokens)

Get learning content

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.

Input parameters:

- `category` (string): Restrict to one category of content.
- `role` (string): Target role, e.g. "AI Engineer", "AI PM", "GTM Engineer".
- `topic` (string): Free-text topic, e.g. "RAG", "system design", "evals".

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/landedjobs-landed/mcp#diagnostics

## Score history

- 2026-08-04: 67
- 2026-08-03: 67
- 2026-08-02: 66
- 2026-08-01: 66
- 2026-07-31: 65
- 2026-07-30: 65
- 2026-07-29: 65
- 2026-07-28: 64
- 2026-07-27: 63
- 2026-07-26: 63

## Links

- Remote endpoint: https://mcp.landed.jobs/mcp
- Repository: https://github.com/landedjobs/landed-mcp
- Website: https://www.landed.jobs/mcp
- Changelog RSS feed: https://verifymcp.io/servers/landedjobs-landed/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/landedjobs-landed/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/landedjobs-landed/mcp