# io.github.tacps126/webdata-tools-mcp (npm · webdata-tools-mcp)

Ten web-data tools for AI agents: jobs, hiring signals, news, reviews, Reddit, contacts, property.

- Trust score: 67/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-10-18

## Components

- npm · `webdata-tools-mcp`: 67/100 (this document), [markdown](https://verifymcp.io/servers/tacps126-webdata-tools-mcp/webdata-tools-mcp.md), [page](https://verifymcp.io/servers/tacps126-webdata-tools-mcp/webdata-tools-mcp)

## Channel facts

- Registry: `npm`
- Package: `webdata-tools-mcp`
- Version: `0.2.0`
- 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 2026-10-18.

- **Supply Chain Security**: 98/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - 31 of 92 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 0 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 61/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 2280 tokens (~228/item across 10 items; 10 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **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.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 10 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.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the io.github.tacps126/webdata-tools-mcp server?

io.github.tacps126/webdata-tools-mcp runs locally as an npm package, launched with npx -y webdata-tools-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 tacps126-webdata-tools-mcp -- npx -y webdata-tools-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "tacps126-webdata-tools-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "webdata-tools-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "tacps126-webdata-tools-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "webdata-tools-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add tacps126-webdata-tools-mcp -- npx -y webdata-tools-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "tacps126-webdata-tools-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "webdata-tools-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add tacps126-webdata-tools-mcp --command npx --arg -y --arg webdata-tools-mcp
```

### Hermes

```yaml
mcp_servers:
  tacps126-webdata-tools-mcp:
    command: "npx"
    args: ["-y", "webdata-tools-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "tacps126-webdata-tools-mcp": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "webdata-tools-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add tacps126-webdata-tools-mcp -t stdio -c npx -a -y webdata-tools-mcp
```

### Other

```json
{
  "mcpServers": {
    "tacps126-webdata-tools-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "webdata-tools-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.

### 2026-10-18 (score 67, +10)

- [security improvement] Known CVEs: unverified → pass
- [functional improvement] Dependency health: unverified → 0.85

### 2026-10-17 (score 57)

First indexed and scored.

## MCP tools (10)

### `search_google_news` (~230 tokens)

Search Google News

Search Google News (any language and country) and return articles with the publisher's real article URL, publisher, date and related coverage. Supports Google operators ("exact phrase", -exclude, OR, intitle:) and site filters. Runs the Apify Actor tacps126/google-news on your Apify account (about $0.002 per article; spend per call is capped at $0.5).

Input parameters:

- `country` (string): Two-letter edition country, e.g. US, GB, DE.
- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `language` (string): Language code, e.g. en, de, fr.
- `max_items` (integer): Maximum results to return (default 20, max 200). Cost scales with this.
- `query` (string, required): Search query, e.g. "generative AI" or "tesla -musk".
- `sites` (array): Limit to these publisher domains, e.g. ["reuters.com"].
- `timeframe` (string): Only articles newer than this.

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `find_hiring_companies` (~291 tokens)

Find companies hiring for given roles

Buying-intent signal: which companies are hiring for the roles you care about, how many roles, how fresh, and seniority/locations. Give target accounts (their jobs-page URLs on Greenhouse, Lever, Ashby, Workday, SmartRecruiters, Recruitee, Personio, Teamtailor) and/or job-search phrases to discover companies. Runs the Apify Actor tacps126/hiring-signals on your Apify account (about $0.01 per company with a matching signal; companies without one are free; spend per call is capped at $0.5).

Input parameters:

- `companies` (array): Target accounts' jobs-page URLs, e.g. "https://boards.greenhouse.io/stripe".
- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `locations` (array): Keep roles in these locations.
- `max_items` (integer): Maximum results to return (default 50, max 500). Cost scales with this.
- `posted_within_days` (integer): Only roles posted in the last N days.
- `role_keywords` (array): A role counts when its title contains any of these words, e.g. ["data engineer","security"]. Empty = every role.
- `searches` (array): Job-search phrases to discover companies you do not know yet, e.g. "head of security".

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `get_company_jobs` (~250 tokens)

Get all open jobs from company career pages

All open jobs from company career pages in one normalized format (title, company, location, remote/hybrid, seniority, salary, apply URL, posted date). Paste career-page URLs from Greenhouse, Lever, Ashby, Workable, SmartRecruiters, Recruitee, Workday, Personio or Teamtailor; the board type is detected automatically. Runs the Apify Actor tacps126/jobs-harvester on your Apify account (about $0.001 per job; spend per call is capped at $0.5).

Input parameters:

- `career_page_urls` (array, required): Career page URLs, e.g. "https://jobs.lever.co/spotify".
- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `location_includes` (array): Keep jobs in these locations.
- `max_items` (integer): Maximum results to return (default 50, max 500). Cost scales with this.
- `posted_within_days` (integer): Only jobs posted in the last N days.
- `remote_only` (boolean): Only remote jobs.
- `title_includes` (array): Keep jobs whose title contains any of these.

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `search_indeed_jobs` (~222 tokens)

Search Indeed jobs

Search Indeed job listings by keyword and location in 9 countries (us, uk, ca, au, ie, de, fr, nl, sg): title, company, location, salary, job type, benefits, skills and apply link. Runs the Apify Actor tacps126/indeed-jobs on your Apify account (about $0.003 per job; spend per call is capped at $0.5).

Input parameters:

- `country` (string): Indeed country site.
- `date_posted_days` (string): Only jobs posted in the last N days.
- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `job_type` (string): Only this employment type.
- `location` (string): City, state, postcode or "Remote". Empty = whole country.
- `max_items` (integer): Maximum results to return (default 30, max 500). Cost scales with this.
- `query` (string, required): Job title, skill or company, e.g. "react developer".

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `get_trustpilot_reviews` (~230 tokens)

Get Trustpilot reviews and company rating

Trustpilot reviews for one or more companies (rating, title, text, reviewer, country, date, company reply) plus the company's TrustScore and review counts. Filter by stars, language, verified and date period. Runs the Apify Actor tacps126/trustpilot-reviews on your Apify account (about $0.0005 per review; company profile free; spend per call is capped at $0.5).

Input parameters:

- `companies` (array, required): Company domains or Trustpilot URLs, e.g. "apify.com".
- `date_period` (string): Only reviews from this period.
- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `max_reviews` (integer): Maximum results to return (default 50, max 500). Cost scales with this.
- `search` (string): Only reviews containing this text.
- `sort` (string): Newest reviews first (recency) or most relevant first.
- `star_ratings` (array): Only these ratings, e.g. ["1","2"] for complaints.

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `get_app_reviews` (~199 tokens)

Get App Store and Google Play reviews

Reviews from the Apple App Store and Google Play in one dataset: rating, text, author, date, app version, developer reply, sentiment. Mix both stores and several countries. Runs the Apify Actor tacps126/app-reviews on your Apify account (about $0.0002 per review; spend per call is capped at $0.5).

Input parameters:

- `apps` (array, required): App Store / Google Play links, App Store ids ("id324684580") or Android package names ("com.spotify.music").
- `countries` (array): Two-letter store countries, e.g. ["us","gb"].
- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `max_items` (integer): Maximum results to return (default 100, max 2000). Cost scales with this.
- `star_ratings` (array): Only these ratings, e.g. ["1","2"].

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `search_reddit` (~206 tokens)

Search Reddit posts and comments

Reddit posts (and optionally comments) by keyword, subreddit or user: title, text, author, subreddit, score, links and dates. Good for brand and topic monitoring. Runs the Apify Actor tacps126/reddit-monitor on your Apify account (about $0.001 per post or comment; spend per call is capped at $0.5).

Input parameters:

- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `include_comments` (boolean): Also return comments of the matched posts (more results, higher cost).
- `keywords` (array): Search all of Reddit; "exact phrase" works.
- `max_items` (integer): Maximum results to return (default 50, max 500). Cost scales with this.
- `sort` (string): Result order.
- `subreddits` (array): Subreddit names, e.g. ["webscraping"].
- `time` (string): Time window for keyword searches.

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `find_website_contacts` (~210 tokens)

Find emails, phones and social profiles on websites

Finds business emails, phone numbers, addresses and social profiles (LinkedIn, X, Facebook, Instagram, YouTube) on any list of websites; it visits the contact and about pages itself. Use only for lawful business outreach (GDPR / CAN-SPAM). Runs the Apify Actor tacps126/contact-details on your Apify account (about $0.002 per website with contacts found; nothing found, no charge; spend per call is capped at $0.5).

Input parameters:

- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `max_items` (integer): Maximum results to return (default 50, max 1000). Cost scales with this.
- `max_pages_per_site` (integer): Pages read per website; contact, imprint and about pages are picked first.
- `require_email` (boolean): Drop sites where no email was found.
- `websites` (array, required): Website addresses or domains, e.g. "apify.com".

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `search_german_property_listings` (~246 tokens)

Search German property listings (ImmoScout24)

Apartments and houses for rent or sale in Germany: price, rent, area, rooms, address with coordinates, energy class, features, agent, photos and dates. Germany only. Runs the Apify Actor tacps126/immobilienscout24-scraper on your Apify account (about $0.001 per listing; spend per call is capped at $0.5).

Input parameters:

- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `locations` (array, required): Cities, districts or regions in plain words, e.g. ["Berlin","München Schwabing"].
- `max_items` (integer): Maximum results to return (default 50, max 500). Cost scales with this.
- `max_price` (number): Maximum price in EUR (monthly rent or purchase price).
- `min_area` (number): Minimum area in m2.
- `min_price` (number): Minimum price in EUR (monthly rent or purchase price).
- `min_rooms` (number): Minimum number of rooms.
- `offer_type` (string): Rent or buy listings.
- `property_type` (string): Apartments or houses.

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

### `get_shopify_products` (~196 tokens)

Get products from Shopify stores

Products from any Shopify store: prices, sale prices, discounts, stock, variants, SKUs, images and descriptions. Whole stores, collections or single products. Useful for price and stock monitoring. Runs the Apify Actor tacps126/shopify-products on your Apify account (about $0.001 per product; spend per call is capped at $0.5).

Input parameters:

- `extra_input` (object): Advanced: extra Actor input fields, merged over the defaults.
- `keywords` (array): Only products matching any of these words.
- `max_items` (integer): Maximum results to return (default 100, max 1000). Cost scales with this.
- `only_available` (boolean): Only products that are in stock.
- `only_on_sale` (boolean): Only products with a sale price.
- `stores` (array, required): Store domains, collection links or product links, e.g. "allbirds.com".

Output parameters:

- `count` (integer): Number of records the Actor returned.
- `items` (array): The records. Long text fields are shortened to 600 characters.
- `shown` (integer): Number of records included in `items` (can be lower than count when the result is long).
- `tool` (string): Name of the tool that produced the result.
- `truncated` (boolean): True when records were left out to keep the result short; ask for fewer items.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/tacps126-webdata-tools-mcp/webdata-tools-mcp#diagnostics

## Score history

- 2026-10-18: 67
- 2026-10-17: 57

## Common questions

### What is the io.github.tacps126/webdata-tools-mcp server?

io.github.tacps126/webdata-tools-mcp is listed in the public MCP registry as io.github.tacps126/webdata-tools-mcp. Ten web-data tools for AI agents: jobs, hiring signals, news, reviews, Reddit, contacts, property. This page covers its npm package (webdata-tools-mcp).

### Is the io.github.tacps126/webdata-tools-mcp server safe to use?

io.github.tacps126/webdata-tools-mcp scores 67 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 18 October 2026. It declares no install or post-install scripts. 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 io.github.tacps126/webdata-tools-mcp server expose?

io.github.tacps126/webdata-tools-mcp exposes 10 tools: search_google_news, find_hiring_companies, get_company_jobs, search_indeed_jobs, get_trustpilot_reviews, and 5 more. Their descriptions and schemas cost roughly 2,280 tokens of context every time the server is loaded.

### Is the io.github.tacps126/webdata-tools-mcp server still maintained?

io.github.tacps126/webdata-tools-mcp is still listed as active in the MCP registry. We last reached this channel on 18 October 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 io.github.tacps126/webdata-tools-mcp server under?

io.github.tacps126/webdata-tools-mcp 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

- npm package: https://www.npmjs.com/package/webdata-tools-mcp
- Socket report: https://socket.dev/npm/package/webdata-tools-mcp
- Repository: https://github.com/tacps126/webdata-tools-mcp
- Changelog RSS feed: https://verifymcp.io/servers/tacps126-webdata-tools-mcp/webdata-tools-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/tacps126-webdata-tools-mcp/webdata-tools-mcp.json
- HTML version of this page: https://verifymcp.io/servers/tacps126-webdata-tools-mcp/webdata-tools-mcp