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Vera

REMOTE · VERA.WAGGLE.AE

Scrape, search and extract the public web. 3,000 free credits at https://vera.waggle.ae/signup

Available components

72 Trust /100

Last scanned (8 hours ago)

Scores higher than 62% of remote servers

Reachable. Last reached 23 Oct 2026.

Category Web Scraping

Trust breakdown (7 categories)

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. How we score → Why this is hard to score →

Endpoint Security89
Transport & Reachability100
Schema Quality & AI Usability54
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 3751 tokens (~234/item across 16 items; 16 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management10
  • Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage84
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 52% of tool parameters carry a description.Partial
Tool Safety75
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "google_serp" implies "execute" and declares readOnlyHint instead, contradicting what its own name says it does. See how to fix → Fail
  • An AI judge read all 17 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 22 Oct 26 +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.

  • 21 Oct 26 −4
    • The server rewrote its instructions, which are the text every model session reads security
    • Tool “extract_products” rewrote its description, which is the text the model reads security
    • Tool coverage: 100% → 52% ▼ functional
    • Schema quality: 1887 → 3751 ▼ functional
    • Stability: unverified → 0.03 ▲ functional
    • Destructive annotations: pass → 0 functional
    • Server version: 0.1.0 → 0.2.0 functional
    • New tool “ai_answers” functional
    • New tool “company_serp_footprint” functional
    • New tool “extract_local_places” functional
    • New tool “extract_shopping_results” functional
    • New tool “find_discussion_candidates” functional
    • New tool “geo_citation_radar” functional
    • New tool “google_serp” functional
    • New tool “keyword_ideas” functional
  • 20 Oct 26 75

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 23 Oct 2026 · Probed https://vera.waggle.ae/v1/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=vera.waggle.ae CN=YE1,O=Let's Encrypt,C=US 12 Oct 2026 10 Jan 2027 ECDSA 256 ECDSA-SHA384 69579c24ffb940841316cc4440699bf27dc
SANs: vera.waggle.ae
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of vera.waggle.ae. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ae. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication Challenged, unverified

The endpoint asked for a token, but we could not retrieve and validate the RFC 9728 metadata that tells a client how to obtain one.

Result Challenged, unverified
Enforced On tool calls
HTTP status 200

WWW-Authenticate challenge Bearer realm="vera"

Bearer realm="vera"
Header Value
strict-transport-security max-age=63072000; includeSubDomains; preload
x-content-type-options nosniff
x-frame-options DENY
referrer-policy strict-origin-when-cross-origin
permissions-policy camera=(), microphone=(), geolocation=()

Protected resource metadata

Retrieved No
Problem no_resource_metadata

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://vera.waggle.ae/v1/mcp Verified 400
http (plaintext) http://vera.waggle.ae/v1/mcp HTTPS enforced 308 https://vera.waggle.ae/v1/mcp
MCP tools · 16 exposed · ~3,609 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
ai_answers ~378

Put a buyer's question to an AI assistant that searches the live web, and see whether a brand and its competitors are named in the answer, in what rank, with the citations and cited domains behind it. The assistant is ChatGPT unless `engine` names claude, perplexity or gemini; an assistant the server has no key for answers not_configured and costs nothing. `samples` (1 to 5, default 1) asks the same question more than once, for a mention rate. Returns metrics per assistant, not the raw answers. Charged per call to the assistant at the price list in credits (see llms.txt), the same as POST /v1/ai/answers: the worst case is held first, only the calls made are charged, and a call where the assistant failed is charged nothing. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
brandstringyesBrand name to look for in the answer
brand_domain––The brand's domain, for example roasters.ae
competitors––Competitor names or domains to track
countrystring–Two-letter ISO country code of the market
enginestring–The assistant to ask
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
languagestring–Language tag of the market, for example en or ar
promptstringyesThe question to put to the assistant, as a buyer would ask it
samplesinteger–Times the question is asked of the assistant

No output schema declared.

No examples provided.

company_profile ~165

Given a company's domain, read its homepage and up to 3 standard pages (about, contact, team) and return a profile: name, description, logo, address, founding date, emails, phones and social links, as the company publishes them. Costs 1 credit for each page read, at most 5 credits (that many are held while it runs and the unused ones are given back); a failed call costs nothing.

NameTypeReqDescription
domainstringyesThe company's domain or website address, for example example.com.
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.

No output schema declared.

No examples provided.

company_serp_footprint ~190

Audit a company's SERP digital footprint, brand reputation, owned domains, and entity profiles. Separates owned web properties, social/entity profiles (Wikipedia, LinkedIn, Instagram, Crunchbase), Google Maps locations, third-party mentions, and customer brand questions (PAA). The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
companystringyes–
depthinteger––
domain–––
freshboolean––
glstring––
hlstring––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
locationstring––

No output schema declared.

No examples provided.

extract_contacts ~142

Read one public page and return the contact details it publishes: email addresses, phone numbers, social profile links and links to contact pages, each with where it was found. Published details are not verified, and linked pages are not followed (call this tool again for one). Costs 1 credit; a failed call costs nothing.

NameTypeReqDescription
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
urlstringyesThe full public http(s) address of the page.

No output schema declared.

No examples provided.

extract_local_places ~161

Extract Google Local Pack (3-pack) and Google Places listings for local queries. Returns place_id/cid, title, rating, review count, address, latitude/longitude, category, phone, and website. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
freshboolean––
glstring––
hlstring––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
location–––
querystringyes–

No output schema declared.

No examples provided.

extract_products ~193

Read one public product page and return the product data it publishes in its structured markup: name, brand, SKU or GTIN, and offers with price, currency and availability. Prices are what the page states, never guessed. Set marketplace to amazon, walmart or shopee for those product pages; these parsers are best-effort and large marketplaces often block automated requests. Costs 1 credit; a failed call costs nothing.

NameTypeReqDescription
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
marketplacestring–Set to "amazon", "walmart" or "shopee" for a product page on that marketplace.
urlstringyesThe full public http(s) address of the product page.

No output schema declared.

No examples provided.

extract_shopping_results ~155

Extract Google Shopping carousel listings for e-commerce and product queries. Returns product title, price, currency, merchant, rating, reviews, image URL, link, and product ID. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
freshboolean––
glstring––
hlstring––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
location–––
querystringyes–

No output schema declared.

No examples provided.

find_discussion_candidates ~176

Search Google and filter organic results (positions 1-100) specifically for community discussions and forum threads (Reddit, Quora, HackerNews, StackExchange, niche forums). Ideal for sentiment analysis, user discussions, and customer problem discovery. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
depthinteger––
freshboolean––
glstring––
hlstring––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
location–––
querystringyes–

No output schema declared.

No examples provided.

geo_citation_radar ~212

Run GEO Citation & Injection Radar for a topic query and brand. Calculates citation probability score (0-100), identifies high-impact Reddit/Quora threads with injection playbooks, extracts listicle PR outreach targets with Vera contacts payload, discovers AEO question gaps from PAA, and produces an LLM-ready markdown injection brief. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
brand–––
depthinteger––
domain–––
enginestring––
freshboolean––
glstring––
hlstring––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
locationstring––
querystringyes–

No output schema declared.

No examples provided.

google_serp ~240

Execute a full Google SERP search query with strict Google provenance (depth 10 to 100). Returns verified Google organic results with classification tagging (forums, video, ecommerce) and the results page's features (AI Overview, PAA, Knowledge Graph). The local pack and shopping are add-ons: set local_pack and/or shopping to true to include them. A result searched in the last 24 hours is served from the cache at a lower price; set fresh to true to search live. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
depthinteger––
freshboolean––
glstring––
hlstring––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
local_packboolean––
location–––
querystringyes–
shoppingboolean––

No output schema declared.

No examples provided.

keyword_ideas ~299

Keyword ideas for a seed keyword from Google autocomplete (the seed plus question words or the alphabet), People Also Ask and related searches, cleaned and de-duplicated. Each idea carries its sources and an intent label (question, comparison, commercial, local, informational). Works in Arabic. Ideas only: no search volumes. Charged for the results page (3 credits live, 1 from your cache) plus 3 credits for each autocomplete call that returns suggestions, so at most 6 credits for expand 'none', 30 for 'questions' (the default), 84 for 'alphabet' (90 for an Arabic seed) and 93 for 'all'; it stops early once `limit` ideas are found, which is 6. Set fresh to true to search the results page live; autocomplete is always live. The most the call can cost is held first and you are charged for what it returns; a call that fails costs nothing.

NameTypeReqDescription
expand–––
freshboolean––
gl–––
hl–––
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
limitinteger––
location–––
location_code–––
seedstringyes–

No output schema declared.

No examples provided.

scrape ~543

Read one public web page and return its content: the main text (as Markdown with response_format="markdown"), links, metadata and a quality score, plus the raw HTML if you ask (return_html). Set render=true for pages that build their content with JavaScript, or mode="auto" to render only when a plain fetch comes back empty. extract pulls named fields out with CSS selectors. Costs 1 credit for a plain fetch and 5 credits when the page is rendered; a failed call costs nothing. Pages that disallow automated access or need a login cannot be read.

NameTypeReqDescription
countrystring–Two-letter country code for the language headers of the request, for example ae or gb. It does not route the request through that country.
extractobject–Named fields to pull out with a CSS selector, for example {"heading":{"selector":"h1"},"links":{"selector":"a","attribute":"href", "multiple":true}}. One tag, class, ID or attribute selector each. St…
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
max_costinteger–With mode=auto, the most to spend: 1 never renders, 5 may render.
min_quality_scoreinteger–Refuse the page, at no charge, when its quality score is below this.
modestring–"manual" (the default) does what render says. "auto" fetches the page plainly and renders it only when it looks empty; it holds up to max_cost credits and charges what it used.
renderboolean–Run the page's JavaScript in a browser first, for pages that build their content in the browser. Costs more.
response_formatstring–Use "markdown" to get the page's main content as Markdown in data.markdown, the best form for reading or summarising. "all" (the default) and "text" return the standard fields: text, links, metadata…
return_htmlboolean–Also return the page's raw HTML in data.html (up to 2 MB). Not with extract.
urlstringyesThe full public http(s) address of the page.
wait_forstring–A CSS selector to wait for before reading. Needs render=true.
wait_msinteger–Milliseconds to wait after the page loads. Needs render=true.

No output schema declared.

No examples provided.

search ~265

Search Google and return the results: titles, URLs and snippets, plus Google's own answer boxes, People Also Ask and related searches when it shows them. vertical picks web (the default), news or videos. Returns up to 100 results per call (10 by default), with country and language. Costs 3 credits per call whatever the vertical or limit; a failed search costs nothing. Results are links and snippets: use scrape to read a page.

NameTypeReqDescription
countrystring–Two lowercase letters for the search market, for example us, gb or ae (default "us").
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
languagestring–Two lowercase letters for the result language, for example en or ar (default "en").
limitinteger–How many results to return (10 by default). The price is the same whatever the number.
querystringyesWhat to search for. Quoted phrases and site: operators are kept.
verticalstring–"web" (the default), "news" or "videos".

No output schema declared.

No examples provided.

seo_audit ~197

Audit one public page's technical SEO and how ready it is for AI search: title, description, canonical, robots and indexing directives, headings, links, images, structured data and a score. Costs 1 credit, or 5 credits with render=true (audited after its JavaScript runs); a failed call costs nothing.

NameTypeReqDescription
countrystring–Two-letter country code for the language headers of the request, for example ae or gb. It does not route the request through that country.
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
renderboolean–Audit the page after its JavaScript has run. Costs more.
urlstringyesThe full public http(s) address of the page.

No output schema declared.

No examples provided.

sitemap ~155

Read a site's sitemap.xml (or a sitemap index) and return the page addresses it lists, up to limit (100 by default), optionally only those containing some text. Costs 1 credit; a failed call costs nothing.

NameTypeReqDescription
filter_patternstring–Keep only addresses that contain this text.
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
limitinteger–How many page addresses to return (100 by default).
urlstringyesThe address of the sitemap.xml, or of a sitemap index.

No output schema declared.

No examples provided.

youtube_transcript ~138

Return the transcript of one public YouTube video as text. Costs 6 credits per started minute of video (a 10-minute video costs 60), up to 45 minutes. A video that cannot be transcribed, or any failure, costs nothing.

NameTypeReqDescription
idempotency_keystring–Optional. Send the same key (16 to 128 letters, digits, _ . : -) to retry this exact call safely: a retry within 24 hours returns the first result and is not charged again.
urlstringyesThe link of a public YouTube video, like https://www.youtube.com/watch?v=...

No output schema declared.

No examples provided.

Install

How do I install the Vera MCP server?

Vera is a hosted endpoint at https://vera.waggle.ae/v1/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.

remote · vera.waggle.ae

# add to Claude Code
claude mcp add --transport http ae-waggle-vera 'https://vera.waggle.ae/v1/mcp'
Common questions

What is the Vera MCP server?

Vera is an MCP server listed in the public MCP registry as ae.waggle/vera. Scrape, search and extract the public web. 3,000 free credits at https://vera.waggle.ae/signup. This page covers its hosted endpoint (https://vera.waggle.ae/v1/mcp).

Is the Vera MCP server safe to use?

Vera 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 Vera MCP server expose?

Vera exposes 16 tools: scrape, search, extract_contacts, extract_products, youtube_transcript, and 11 more. Their descriptions and schemas cost roughly 3,609 tokens of context every time the server is loaded.

Does the Vera MCP server require authentication?

Yes. Vera asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.

Is the Vera MCP server still maintained?

Vera is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.