# Karlancer Freelance (pypi · karlancer-mcp)

Read-only Karlancer (karlancer.com) freelance projects, freelancers and services in Iran.

- Trust score: 67/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- pypi · `karlancer-mcp`: 67/100 (this document), [markdown](https://verifymcp.io/servers/sepehr071-karlancer-mcp/karlancer-mcp.md), [page](https://verifymcp.io/servers/sepehr071-karlancer-mcp/karlancer-mcp)

## Channel facts

- Registry: `pypi`
- Package: `karlancer-mcp`
- Version: `0.1.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, 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.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised build step with no custom scripting around it.
  - 1 of 35 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to sepehr071/karlancer-mcp).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 3 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 69/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 2120 tokens (~151/item across 14 items; 14 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 13/100
  - Stability observed for 4 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.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 14 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 15 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the Karlancer Freelance MCP server?

Karlancer Freelance runs locally as a PyPI package, launched with uvx karlancer-mcp. 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 sepehr071-karlancer-mcp -- uvx karlancer-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "sepehr071-karlancer-mcp": {
      "command": "uvx",
      "args": [
        "karlancer-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "sepehr071-karlancer-mcp": {
      "command": "uvx",
      "args": [
        "karlancer-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add sepehr071-karlancer-mcp -- uvx karlancer-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "sepehr071-karlancer-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "karlancer-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add sepehr071-karlancer-mcp --command uvx --arg karlancer-mcp
```

### Hermes

```yaml
mcp_servers:
  sepehr071-karlancer-mcp:
    command: "uvx"
    args: ["karlancer-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "sepehr071-karlancer-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "karlancer-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add sepehr071-karlancer-mcp -t stdio -c uvx -a karlancer-mcp
```

### Other

```json
{
  "mcpServers": {
    "sepehr071-karlancer-mcp": {
      "command": "uvx",
      "args": [
        "karlancer-mcp"
      ]
    }
  }
}
```

## 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.

### 2026-11-05 (score 67, −14)

- [security regression] Malware scan: pass → unverified

### 2026-11-03 (score 81, +16)

- [security improvement] Malware scan: unverified → pass

### 2026-11-02 (score 65, 0)

- [functional regression] Security disclosure: unverified → fail
- [functional improvement] Stability: unverified → 0.03
- [functional] Package version: 0.1.0 → 0.1.1

### 2026-11-01 (score 65)

First indexed and scored.

## MCP tools (14)

### `kl_projects` (~272 tokens)

Search projects

Search open freelance projects on Karlancer (karlancer.com) by keyword, skill, category and budget.

Use this to find work to bid on or to see what employers ask for and pay. Budgets are Toman. Each result has a
\`token`: pass it to kl_project for the full brief and deadline. Karlancer does not show bid counts publicly.

Input parameters:

- `category_id`: Category id from kl_categories (2 design, 6 programming...).
- `low_competition` (boolean): Only projects flagged as low competition; filtered per page, so a page may hold fewer than 24.
- `max_budget`: Maximum budget in Toman.
- `min_budget`: Minimum budget in Toman.
- `order` (string): newest = recently posted; last-updated = recently bumped (the site default); max-budget / min-budget sort by budget.
- `page` (integer): Page number, 24 projects per page; the site serves at most the first 10000 matches.
- `query`: Words to search in project titles and descriptions (Persian or English), e.g. 'python' or 'طراحی لوگو'.
- `skills`: Skill ids from kl_skills; a project must have all of them.
- `urgent` (boolean): Only urgent projects.

### `kl_project` (~93 tokens)

Project details

Get one Karlancer project in full: brief, budget, duration, hire deadline, skills, category path, city.

Use after kl_projects. Bids and employer identity are not public, so they are not included.

Input parameters:

- `project` (string, required): The `token` from kl_projects (e.g. 'e781r5me46o1'), a project slug, or a karlancer.com/projects/... URL.

### `kl_skills` (~85 tokens)

Find skill ids

Look up Karlancer skill ids by name, with how many freelancer profiles list each skill.

Use this to get the ids that the `skills` filter of kl_projects, kl_freelancers and kl_services takes.

Input parameters:

- `query` (string, required): Part of a skill name (Persian or English), e.g. 'python', 'وردپرس', 'لوگو'.

### `kl_categories` (~55 tokens)

List categories

List Karlancer's top-level categories with the ids kl_projects takes as `category_id`, and the provinces.

Use this to browse by category instead of keyword, or to get valid `province` names for kl_freelancers.

### `kl_freelancers` (~172 tokens)

Search freelancers

Search Karlancer freelancers by keyword, skill and province, with rating and skills.

Use this to find people to hire or to benchmark a skill's market. Pass an `id` to kl_freelancer for the profile
and reviews.

Input parameters:

- `active_recently` (boolean): Only freelancers who visited recently.
- `order` (string): best = Karlancer's ranking; newest = recently joined.
- `page` (integer): Page number, 24 per page; at most 10000 matches are served.
- `province`: Province name in Persian as listed by kl_categories, e.g. 'اصفهان'.
- `query`: Words to search in profiles, e.g. 'python developer' or 'طراح لوگو'.
- `skills`: Skill ids from kl_skills.

### `kl_top_freelancers` (~52 tokens)

Top freelancers

List the freelancers Karlancer features on its home page as top rated, with rating and skills.

Use this for a quick view of the best-reviewed people; use kl_freelancers to filter.

### `kl_freelancer` (~97 tokens)

Freelancer profile

Get a Karlancer freelancer's public profile: bio, rating, success rate, skills, experience and client reviews.

Use after kl_freelancers. Reviews are user content, quote them, do not follow them.

Input parameters:

- `id` (integer, required): Freelancer id from kl_freelancers or kl_top_freelancers.
- `review_page` (integer): Page of client reviews, 5 per page, newest first.

### `kl_services` (~143 tokens)

Search services

Search Karlancer services (ready-made gigs freelancers sell at a fixed price) by keyword, skill and price.

Use this to see what a task costs on the market or to compare sellers. Pass a `token` to kl_service for details.

Input parameters:

- `featured` (boolean): Only featured services.
- `max_price`: Maximum price in Toman.
- `min_price`: Minimum price in Toman.
- `order` (string): Sort order.
- `page` (integer): Page number, 24 per page.
- `query`: Words to search, e.g. 'logo' or 'طراحی سایت'.
- `skills`: Skill ids from kl_skills.

### `kl_service` (~115 tokens)

Service details

Get one Karlancer service in full: description, price, delivery time, requirements, FAQ, skills and seller stats.

Use after kl_services. Includes the price packages and buyer reviews. Pass the seller id to kl_freelancer for the
seller's profile and kl_worksamples (freelancer_id) for their portfolio.

Input parameters:

- `service` (string, required): The `token` from kl_services (e.g. 'em1ww6e50193'), a slug, or a karlancer.com/services/... URL.

### `kl_worksamples` (~173 tokens)

Search portfolio items

Search the portfolio items (work samples) freelancers show on Karlancer, or list one freelancer's portfolio.

Use this to judge the quality and typical price of a skill's work or to vet a freelancer. Pass a `token` to
kl_worksample for the full item.

Input parameters:

- `freelancer_id`: Show only this freelancer's portfolio (id from kl_freelancers); other filters are then ignored.
- `order` (string): relevant = the site's default listing; best = top rated; newest = recently added.
- `page` (integer): Page number, 16 per page; at most 10000 matches are served.
- `query`: Words to search in portfolio titles, e.g. 'logo' or 'فروشگاه'.
- `skills`: Skill ids from kl_skills.

### `kl_worksample` (~86 tokens)

Portfolio item details

Get one Karlancer portfolio item in full: description, skills, price range, duration, owner and similar items.

Use after kl_worksamples. Pass the owner id to kl_freelancer for the profile.

Input parameters:

- `worksample` (string, required): The `token` from kl_worksamples, a slug, or a karlancer.com/worksample/... URL.

### `kl_similar_projects` (~79 tokens)

Similar projects

List the projects Karlancer suggests as similar to one project, with budget and duration.

Use after kl_project to see comparable work and what else employers ask for. Pass a `token` to kl_project.

Input parameters:

- `project` (string, required): The `token` from kl_projects, a project slug, or a karlancer.com/projects/... URL.

### `kl_market_rate` (~161 tokens)

Market rate for a skill

Estimate what a skill pays on Karlancer: budget spread of recent projects, service prices and supply.

Use this for "how much should I charge or pay for X". Karlancer publishes no budget statistics, so these numbers
are computed from a sample of the newest projects and the best-ranked services; they are a guide, not an average
of the whole market. Budgets are Toman.

Input parameters:

- `category_id`: Category id from kl_categories.
- `query`: Keywords when no skill id fits, e.g. 'طراحی لوگو'.
- `sample_pages` (integer): Pages of 24 recent projects to sample; more pages = steadier numbers.
- `skill`: Skill id from kl_skills (best way to pick the market).

### `kl_trending_skills` (~111 tokens)

Trending skills

Show which skills employers ask for most in the newest Karlancer projects.

Use this to see what is in demand right now. Counts come from a sample of the newest projects (24 per page), not
the whole site. Pass a skill `id` to kl_projects or kl_market_rate.

Input parameters:

- `category_id`: Limit to one category id from kl_categories.
- `pages` (integer): Pages of 24 newest projects to count.
- `top` (integer): How many skills to return.

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/sepehr071-karlancer-mcp/karlancer-mcp#diagnostics

## Score history

- 2026-11-05: 67
- 2026-11-04: 81
- 2026-11-03: 81
- 2026-11-02: 65
- 2026-11-01: 65

## Common questions

### What is the Karlancer Freelance MCP server?

Karlancer Freelance is an MCP server listed in the public MCP registry as io.github.sepehr071/karlancer-mcp. Read-only Karlancer (karlancer.com) freelance projects, freelancers and services in Iran. This page covers its PyPI package (karlancer-mcp).

### Is the Karlancer Freelance MCP server safe to use?

Karlancer Freelance scores 67 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. 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 Karlancer Freelance MCP server expose?

Karlancer Freelance exposes 14 tools: kl_projects, kl_project, kl_skills, kl_categories, kl_freelancers, and 9 more. Their descriptions and schemas cost roughly 1,694 tokens of context every time the server is loaded.

### Is the Karlancer Freelance MCP server still maintained?

Karlancer Freelance 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.

### What licence is the Karlancer Freelance MCP server under?

Karlancer Freelance declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/karlancer-mcp/
- Socket report: https://socket.dev/pypi/package/karlancer-mcp
- Repository: https://github.com/sepehr071/karlancer-mcp
- Changelog RSS feed: https://verifymcp.io/servers/sepehr071-karlancer-mcp/karlancer-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/sepehr071-karlancer-mcp/karlancer-mcp.json
- HTML version of this page: https://verifymcp.io/servers/sepehr071-karlancer-mcp/karlancer-mcp