# Kariaa (remote · agent.kariaa.com)

Find jobs worldwide, check posts for scams, see typical pay, and apply to DataHouse remote tasks.

- Trust score: 72/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `agent.kariaa.com`: 72/100 (this document), [markdown](https://verifymcp.io/servers/com-kariaa-mcp/agent.md), [page](https://verifymcp.io/servers/com-kariaa-mcp/agent)
- remote · `agent.kariaa.com`: 36/100, [markdown](https://verifymcp.io/servers/com-kariaa-mcp/mcp-auth.md), [page](https://verifymcp.io/servers/com-kariaa-mcp/mcp-auth)

## Channel facts

- Endpoint: `https://agent.kariaa.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## 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 2026-11-05.

- **Endpoint Security**: 57/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation check failed: no authorisation is required to call this server, and it exposes a tool marked destructive (remove_sample).
  - 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**: 79/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 2095 tokens (~95/item across 22 items; 21 tools + 1 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 67/100
  - Stability observed for 20 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 79/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 26% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 92/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - 2 of 3 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "estimate_pay" implies "pay" and declares readOnlyHint instead, contradicting what its own name says it does.
  - An AI judge read all 23 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Kariaa MCP server?

Kariaa is a hosted endpoint at https://agent.kariaa.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-kariaa-mcp 'https://agent.kariaa.com/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "com-kariaa-mcp": {
      "url": "https://agent.kariaa.com/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-kariaa-mcp": {
      "type": "http",
      "url": "https://agent.kariaa.com/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-kariaa-mcp]
url = "https://agent.kariaa.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-kariaa-mcp": {
      "type": "remote",
      "url": "https://agent.kariaa.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-kariaa-mcp --url 'https://agent.kariaa.com/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-kariaa-mcp:
    url: "https://agent.kariaa.com/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "com-kariaa-mcp": {
      "Transport": "http",
      "Url": "https://agent.kariaa.com/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-kariaa-mcp -t streamable-http -u 'https://agent.kariaa.com/mcp'
```

### Other

```json
{
  "mcpServers": {
    "com-kariaa-mcp": {
      "type": "http",
      "url": "https://agent.kariaa.com/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.

### 2026-11-04 (score 72, +1)

No change was recorded against any check on this day. Stability & Change Management went from 60 to 63. That category is still filling its 30-day observation window: 18 days of observed history at the previous scan, 19 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 71, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-31 (score 70, +1)

No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-29 (score 69, +1)

No change was recorded against any check on this day. Stability & Change Management went from 40 to 43. That category is still filling its 30-day observation window: 12 days of observed history at the previous scan, 13 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-28 (score 68, 0)

- [functional improvement] Tool coverage: 21% → 26%
- [functional] New tool “my_earnings”
- [functional] New tool “request_payout”

### 2026-10-27 (score 68, +1)

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-26 (score 67, 0)

- [security] The server rewrote its instructions, which are the text every model session reads

### 2026-10-25 (score 67, +1)

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (21)

### `list_tasks` (~74 tokens)

List DataHouse tasks

The open DataHouse tasks: title, kind (video, photo, voice, text), the unpaid verification sample each wants and the rate paid work earns after verification. No key needed. Filter by file kind.

Input parameters:

- `kind` (string): Only tasks that take this file kind
- `limit` (integer): Default 25

Output parameters:

- `count`: How many
- `signed_in`: Whether a key was sent
- `tasks`: Open DataHouse tasks: task_id, title, summary, sample, pay, allowed_file_kinds, url

### `get_task` (~80 tokens)

Get a DataHouse task

One task in full: description, the task's own material (instructions: the sentences to read, texts to label, answers to rate), the unpaid verification sample with how-to steps and rules, allowed file kinds, the qualification questions (with ids, for apply_to_task) and the rate paid work earns after verification.

Input parameters:

- `task_id` (string, required)

Output parameters:

- `instructions`: The task's own material: sentences to read, texts to label, answers to rate
- `next`: The next tool
- `pay`: Rate for paid work after verification
- `program_rules`: Rules for every task
- `qualification_questions`: Questions to answer in apply_to_task, with ids
- `rules`: Task rules
- `sample`: The unpaid verification sample: count, instructions, how_to, looks_like
- `task_id`: Task id
- `title`: Title

### `whoami` (~36 tokens)

Who am I

The account behind the key, whether the basics a task needs are in (legal name, phone, location, occupation), and today's usage.

Output parameters:

- `missing`: Basics still missing
- `profile`: Basics on file
- `quota`: Today's usage
- `ready_to_apply`: Whether the basics are complete
- `signed_in`: Whether a valid key was sent

### `update_profile` (~105 tokens)

Update profile basics

Save the basics a task needs: legal first and last name, phone in E.164 (+1…), location as "City, Country", occupation (one to five titles, "student" is fine), language.

Input parameters:

- `email` (string)
- `language` (string)
- `legal_first_name` (string)
- `legal_last_name` (string)
- `location` (string)
- `occupation` (array)
- `phone_number` (string)

Output parameters:

- `missing`: Still missing
- `ready_to_apply`: Basics complete
- `rejected`: Fields refused, with the reason
- `saved`: Fields saved

### `apply_to_task` (~108 tokens)

Apply to a task

Join a DataHouse task for the person. `answers` maps each question id from get_task to the answer (a string, or a list for multiselect); every required question needs one. Optional preferred rate in their words ("$2 per clip"). One application per task; a task with a sample unlocks its sample step at once.

Input parameters:

- `answers` (object)
- `note` (string)
- `preferred_rate` (string)
- `task_id` (string, required)

Output parameters:

- `already_applied`: True when it existed
- `next`: The next tool
- `sample_requirements`: What to send
- `stage`: sample_needed or pending_review
- `submission_id`: The application

### `request_upload` (~95 tokens)

Request a sample upload URL

A one-time signed URL for ONE sample file of a task the person joined. PUT the raw bytes to upload_url with the returned headers, then call confirm_upload with the path. Kind must match the task; up to 100 MB; up to 10 files per task.

Input parameters:

- `filename` (string, required)
- `mime_type` (string, required)
- `size_bytes` (integer, required)
- `submission_id` (string, required)

Output parameters:

- `expires_in_seconds`: URL lifetime
- `headers`: Headers for the PUT
- `path`: Pass to confirm_upload
- `upload_url`: Signed URL to PUT the bytes to

### `confirm_upload` (~54 tokens)

Confirm an uploaded sample

After the PUT: register the object at `path` as a sample of the task. Returns how many samples are in and how many the task wants.

Input parameters:

- `path` (string, required)
- `submission_id` (string, required)

Output parameters:

- `file`: The registered sample
- `ready_to_submit`: All samples in
- `received`: Samples in
- `wanted`: Samples the task needs

### `remove_sample` (~64 tokens)

Remove a sample before submitting

Take back one staged sample (a wrong or bad file) so another can be uploaded in its place. Only before submit_samples. file_id comes from confirm_upload, get_submission or my_submissions.

Input parameters:

- `file_id` (string, required)
- `submission_id` (string, required)

Output parameters:

- `received`: Samples in
- `removed`: The sample taken back
- `wanted`: Samples the task needs

### `get_upload_link` (~87 tokens)

Get a link to upload samples from a phone

A one-tap link to this task's upload page on kariaa.com, already signed in, where the person picks their photos, voice notes or videos from their phone or computer. Use it whenever you cannot send the file bytes yourself (chat apps). The link works once, for 15 minutes; give it to the person as is.

Input parameters:

- `submission_id` (string, required)

Output parameters:

- `expires_in_minutes`: Link lifetime
- `signed_in`: Whether the link signs the person in
- `url`: One-tap upload page link

### `add_text_sample` (~56 tokens)

Add a written answer

For a text task: the person's written answer (20 to 20,000 characters), stored as a .txt sample.

Input parameters:

- `filename` (string)
- `submission_id` (string, required)
- `text` (string, required)

Output parameters:

- `file`: The stored answer
- `ready_to_submit`: All samples in
- `received`: Samples in
- `wanted`: Samples the task needs

### `submit_samples` (~48 tokens)

Submit the samples

Send the staged samples of a task for review. Needs every sample the task asks for. Optional text_response for notes.

Input parameters:

- `submission_id` (string, required)
- `text_response` (string)

Output parameters:

- `files_count`: Files sent
- `submitted`: True when sent for review
- `submitted_at`: When

### `my_submissions` (~44 tokens)

My submissions

Every DataHouse task the person joined, newest first, with its stage (pending_review, sample_needed, in_review, approved, rejected).

Input parameters:

- `limit` (integer)

Output parameters:

- `submissions`: Each task joined, with stage and samples

### `get_submission` (~34 tokens)

Get a submission

One task the person joined: stage, staged files, review outcome and the next step.

Input parameters:

- `submission_id` (string, required)

Output parameters:

- `next`: What to do next
- `stage`: Where it stands
- `submission_id`: The application

### `my_earnings` (~32 tokens)

My earnings

The signed-in person's Kariaa balance, earnings, and payout requests. Platform earnings stay on those platforms.

Output parameters:

- `balance`: Current payable balance: amount and currency
- `entries`: Recent ledger credits
- `methods`: Supported payout methods: paypal, venmo, giftcard, crypto
- `min_payout`: Minimum balance required to request a payout
- `payouts`: Recent payout requests
- `pending`: Amount currently in an open payout request
- `total_earned`: Lifetime earned: amount and currency

### `request_payout` (~102 tokens)

Request a payout

Ask Kariaa to pay the whole balance. Methods: paypal, venmo, giftcard, crypto. An admin sends the money. One open request at a time, minimum 10.

Input parameters:

- `amount` (number): Omit, or pass the whole balance.
- `destination` (string): Must match the destination saved on the profile.
- `method` (string, required): paypal, venmo, giftcard, or crypto
- `note` (string)

Output parameters:

- `amount`: Amount requested
- `currency`: Currency
- `destination`: Where the payout will be sent
- `method`: paypal, venmo, giftcard, or crypto
- `note`: Optional note
- `payout_id`: The created payout request id
- `requested_at`: When requested
- `status`: requested

### `search_jobs` (~146 tokens)

Search jobs

Live job openings for a role, near a place or remote, from job boards (LinkedIn, Indeed, Glassdoor, ZipRecruiter, national boards) and remote-job sites, newest relevant first, with links to apply on the employer's page. Works without a key. Pass the role as people say it ("electrician", "nurse", "data analyst") and the place as "City, Country".

Input parameters:

- `limit` (integer): Default 10
- `location` (string): "City, Country" or a country; leave out for anywhere
- `remote` (boolean): Only remote jobs
- `role` (string, required): The job title or kind of work

Output parameters:

- `count`: How many
- `jobs`: Openings: job_id, title, company, location, work_type, pay, posted, url, source, match
- `location`: Place searched
- `more_pending`: True while more boards are still being searched; the same search shortly after adds them
- `role`: Role searched

### `get_job` (~53 tokens)

Open a job

One job from search_jobs in full: description, requirements, pay when stated, posted date and the link to apply. Use it to tailor a resume or cover letter to the posting.

Input parameters:

- `job_id` (string, required)

Output parameters:

- `company`: Employer
- `description`: The posting
- `how_to_apply`: How to apply
- `job_id`: Job id
- `pay`: Pay when stated
- `requirements`: Requirements
- `title`: Title
- `url`: Where to apply

### `check_job_post` (~93 tokens)

Check a job post or offer for scam signs

Warning signs in a job post, recruiter message or offer (fees, upfront payments, personal email domains, link shorteners, pressure, requests for ID or bank details), each with the exact quoted line. Rule-based. Pass the text in English; translate it first if needed, keeping amounts, links, phone numbers and emails exactly as written.

Input parameters:

- `text` (string, required): The full post or message, in English

Output parameters:

- `risk`: low, elevated or high
- `signals`: Warning signs, each with the quoted evidence
- `translate_first`: True when the post must be translated to English first

### `estimate_pay` (~78 tokens)

Pay for a role in a place

What employers state for a role in a city or country, from recent postings that list pay: the typical range, how many postings it comes from, and examples with links. When there are too few, say so and research further yourself.

Input parameters:

- `location` (string, required): "City, Country" or a country
- `role` (string, required)

Output parameters:

- `currency`: Currency
- `examples`: Postings with stated pay and links
- `period`: hour, month or year
- `postings`: Postings the range comes from
- `typical_high`: 75th percentile of the high ends
- `typical_low`: 25th percentile of the low ends

### `save_job` (~42 tokens)

Save a job

Keep a job from search_jobs on the person's Kariaa list to come back to. Needs a Kariaa API key.

Input parameters:

- `job_id` (string, required)

Output parameters:

- `job_id`: Job id
- `saved`: True when on the list
- `saved_count`: Saved jobs

### `my_saved_jobs` (~33 tokens)

My saved jobs

The jobs the person saved, newest first, with whether each is still open. Needs a Kariaa API key.

Output parameters:

- `count`: How many
- `jobs`: Saved jobs, newest first, with whether each is still open

## Diagnostics

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

## Score history

- 2026-11-05: 72
- 2026-11-04: 72
- 2026-11-03: 71
- 2026-11-02: 71
- 2026-11-01: 70
- 2026-10-31: 70
- 2026-10-30: 69
- 2026-10-29: 69
- 2026-10-28: 68
- 2026-10-27: 68
- 2026-10-26: 67
- 2026-10-25: 67
- 2026-10-24: 66
- 2026-10-23: 66
- 2026-10-22: 66
- 2026-10-21: 65
- 2026-10-20: 65
- 2026-10-19: 64
- 2026-10-18: 64
- 2026-10-17: 63
- 2026-10-16: 63

## Common questions

### What is the Kariaa MCP server?

Kariaa is an MCP server listed in the public MCP registry as com.kariaa/mcp. Find jobs worldwide, check posts for scams, see typical pay, and apply to DataHouse remote tasks. This page covers its hosted endpoint (https://agent.kariaa.com/mcp).

### Is the Kariaa MCP server safe to use?

Kariaa scores 72 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Kariaa MCP server expose?

Kariaa exposes 21 tools: list_tasks, get_task, whoami, update_profile, apply_to_task, and 16 more. Their descriptions and schemas cost roughly 1,464 tokens of context every time the server is loaded.

### Does the Kariaa MCP server require authentication?

No. We connected to Kariaa without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Kariaa MCP server still maintained?

Kariaa is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://agent.kariaa.com/mcp
- Website: https://www.kariaa.com/datahouse/mcp
- Changelog RSS feed: https://verifymcp.io/servers/com-kariaa-mcp/agent.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-kariaa-mcp/agent.json
- HTML version of this page: https://verifymcp.io/servers/com-kariaa-mcp/agent