# ProWebLook

> 19 tools for phone, WhatsApp, email, caller ID, IP geo, blacklist, scraping & SERP

- name: io.github.dubeychandan996/proweblook
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 96/100
- quality: 81/100 (new)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.dubeychandan996%2Fproweblook
- tools: https://api.protogrid.dev/v1/servers/io.github.dubeychandan996%2Fproweblook/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "proweblook": {
      "type": "http",
      "url": "https://mcp.proweblook.com/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 98
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-96% +updated-6d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 81/100 (new)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 19 of 19 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: check_whatsapp (destructiveHint, idempotentHint); whatsapp_batch_submit (destructiveHint, idempotentHint); get_social_post (destructiveHint, idempotentHint); …
- pass `tools.token_cost`: about 3,606 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history recorded for 5 of the 7 days needed

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 19, about 3,606 tokens to load them all
- tool set hash: 148cba481af53e0e94832352b7407c66
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.dubeychandan996/proweblook.svg)](https://protogrid.dev/servers/io.github.dubeychandan996/proweblook)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://mcp.proweblook.com/mcp (streamable-http, auth none, reachable true, uptime30d 0.95652175)

## Packages

_none_

## Tools (19)

- `caller_id_lookup`: Reverse phone lookup: retrieve the registered caller name (CNAM) associated with a phone number. Costs 1 caller-ID credit per call. Use to identify who owns a number.
- `check_blacklist`: Check an IP address, domain, or URL against major global blacklists and spam databases (DNSBL/RBL sources). Returns per-source listed/clean results and an overall summary. Costs 1 blacklist credit per successful check. Use for deliverability debugging, reputation checks, and abuse triage.
- `check_spam_score`: Analyze email subject and/or body text for spam trigger words and get a 0-100 spam score, a risk level (Low/Medium/High Risk), and a per-trigger breakdown. Costs 1 spam-checker credit per successful request. Use before sending marketing/transactional email to predict deliverability. At least one of subject or content must be provided.
- `check_whatsapp`: Check whether a phone number has an active WhatsApp account (without sending any message or OTP), including whether it is a WhatsApp Business account. Also returns phone enrichment (carrier, line type, country). Costs 1 WA credit per successful call. Response fields: numberstatus (true = on WhatsApp), businessnumber (true = business account).
- `geo_ip`: Look up geolocation, ISP, and organization details for an IPv4 or IPv6 address (country, region, city, coordinates, timezone, ASN). Deducts from your Geo-IP quota. Use for traffic analysis, fraud checks, or localizing users.
- `get_balance`: Check remaining ProWebLook API credits for a service. Free (consumes no credits). Only these services are supported here: phonevalidation, wavalidation, calleridvalidation, blacklistchecker. Most other tools (scraping, spam, SERP, social, audits) return your remaining balance inside their own responses.
- `get_brand_audit`: Get the status/results of an AI Visibility Audit by audit_id. Free to call. Use detail "summary" (default) while polling — it returns progress and job_status; once job_status is "completed", call again with detail "full" for the complete report (visibility score, per-LLM coverage, competitive benchmarking, query results, recommendations).
- `get_brand_trend`: Get the historical AI-visibility score trend (up to 90 data points) for a brand + domain that has been audited before. Free to call. Use to show visibility change over time.
- `get_social_post`: Fetch the full content of a single public Reddit, X (Twitter), or LinkedIn post by its URL, including replies/comments where available. Costs 1 scraper credit per successful call.
- `get_x_comments`: Fetch comments/replies for a single X (Twitter) post URL. Costs 1 scraper credit per successful call. Use after finding a post with search_social (platform "x") to read its discussion thread.
- `google_serp`: Run a Google search and get structured organic results (title, URL, snippet, position) as JSON. Costs 1 SERP credit per successful search. Use for rank tracking, competitor research, or finding sources on a topic. Pagination: start must be a multiple of 10 (0 = first page).
- `list_brand_audits`: List this account's past AI Visibility Audits (paginated, newest first). Free to call. Useful for finding an earlier audit_id instead of re-running (and re-paying for) an audit.
- `run_brand_audit`: Start an AI Visibility Audit: measures how visible a brand is in AI assistant answers (ChatGPT, Claude, Gemini, Perplexity) across a set of queries, with competitor benchmarking and recommendations. Costs 1 audit credit. Asynchronous — returns an audit_id immediately; audits take several minutes. Poll with get_brand_audit (detail "summary") until job_status is "completed", then fetch detail "full". Identical requests within 24h may return a cached audit.
- `scrape_url`: Scrape any web page: get clean Markdown, rendered/raw HTML, all links, SEO metadata, and/or a full-page screenshot in a single call. Costs 1 scraping credit per successful request regardless of how many formats you ask for. Screenshots use a full Chromium render (~5-15s); other formats are faster (~1-5s). Screenshots are returned as an image attachment. Use for reading article content, extracting page metadata, link discovery, or visual captures.
- `search_social`: Search public posts on Reddit, X (Twitter), or LinkedIn by keyword. Returns post items (title/text, author, URL, engagement) plus meta. Costs 1 scraper credit per successful search. Use for social listening, market research, or finding discussions about a topic or brand.
- `validate_phone`: Validate a phone number and enrich it with carrier, line type (mobile/landline/voip), country, location, timezone, and national/international formatting. Costs 1 phone-validation credit per successful call. Use when you need to know whether a number is real, who operates it, or where it is registered.
- `verify_email`: Verify an email address: syntax, MX records, SMTP deliverability, and disposable-address detection. Costs 1 email credit per successful check. Use to validate signup emails or clean mailing lists one address at a time.
- `whatsapp_batch_status`: Poll the status and results of a WhatsApp batch validation job created with whatsapp_batch_submit. Free to call. Poll every 5-10 seconds for small batches, 30-60 seconds for large ones, until status is "completed"; results are included once done.
- `whatsapp_batch_submit`: Submit up to 1,000 phone numbers for asynchronous WhatsApp validation. Deducts 1 WA credit PER NUMBER upfront (the whole batch is rejected if the balance is insufficient), so confirm quantities before submitting large batches. Returns a batch_id immediately with status "processing" — retrieve results with whatsapp_batch_status.