# Adaga solutions — Data APIs Toolbox

> 12 pay-per-event data APIs: Maps, TikTok, Instagram, YouTube, LinkedIn, RAG, reviews, fuel, AEO.

- name: io.github.jeffreyturov-dev/adaga-solutions-toolbox
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 80/100 flags: no-repository
- quality: 60/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.jeffreyturov-dev%2Fadaga-solutions-toolbox
- tools: https://api.protogrid.dev/v1/servers/io.github.jeffreyturov-dev%2Fadaga-solutions-toolbox/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "adaga-solutions-toolbox": {
      "type": "http",
      "url": "https://adagasolutions.lu/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 45
- drivers: +website +reachable +uptime-100% +updated-8d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 60/100 (needs work)

### 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: 64 (weight 30)

- pass `tools.descriptions`: every tool has a description
- warn `tools.description_length`: 1 tools have descriptions over 1,024 characters, which crowds the context
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: aeo_ai_visibility_checker (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); hotel_rate_monitoring (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); local_presence_audit (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 5,513 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 25 (weight 15)

- warn `stability.changes`: 6 tool changes in 30 days
- fail `stability.rug_pull`: 4 tools kept their name but changed most of their description in 30 days; review before trusting them

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

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

- tools: 13, about 5,513 tokens to load them all
- tool set hash: 27b2eea13844fbc47271d676c17af7ac
- tools last changed: 2026-10-18T03:59:09.007Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.jeffreyturov-dev/adaga-solutions-toolbox.svg)](https://protogrid.dev/servers/io.github.jeffreyturov-dev/adaga-solutions-toolbox)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-18 `aeo_ai_visibility_checker` changed (description) **meaning changed**
  - before: Check any website's AI visibility with a 7-criteria AEO audit: JSON-LD, llms.txt, AI bots in robots.txt and more. Use when you need to know if a site can be cited by ChatGPT, Perplexity or Claude — this checker returns a 0-7 score with exact fixes plus a generated llms.txt draft. FREE.
  - after: Check any WEBSITE's AI visibility with a 7-criteria technical AEO audit: JSON-LD, llms.txt, AI bots in robots.txt and more. Use when you need to know if a site can be cited by ChatGPT, Perplexity or Claude — returns a 0-7 score with exact fixes plus a generated llms.txt draft. This audits ONLY the website (no Google Business Profile data, no reviews): use local_presence_audit instead when you need the full local-business picture (GBP + reviews + website) with a /100 score and sales deliverables. FREE — no per-run charge. Auth: Apify API token required (Authorization: Bearer) even though the actor itself is free. Rate limit: 60 calls/min/IP on this facade; full report returned in one response, no pagination.
- 2026-10-18 `review_pitch_generator` changed (description) **meaning changed**
  - before: Generate pre-sales reports from a business's worst Google Maps reviews: HTML report plus ready pitch. Use when doing agency outbound and you want to show prospects their visible bad reviews. Returns pitch text and a shareable report URL per business. Pricing: $0.25 per run + $0.10 per pitch generated.
  - after: Generate pre-sales reports from a business's worst Google Maps reviews: HTML report plus ready-to-send pitch. Use when doing agency outbound and you want to show prospects their visible bad reviews. Use review_radar instead to monitor for NEW reviews over time; use local_presence_audit instead for a full presence audit with score and marketing deliverables; use google_maps_scraper instead for raw bulk business lists. Returns pitch text and a shareable report URL per business. SIDE EFFECT: can email the pitch directly to prospects via your own SMTP account, but ONLY when you explicitly set sendApproval: true AND provide smtpUser/smtpPassword — with default settings it sends nothing and only generates reports. Outbound sends are rate-limited: max 5 emails per run (configurable), 20 s between sends, 20 emails/day global cap. Auth: Apify API token required (Authorization: Bearer). Facade rate limit: 60 calls/min/IP. Pricing: $0.25 per run + $0.10 per pitch generated.
- 2026-10-18 `review_radar` changed (description) **meaning changed**
  - before: Monitor Google Maps reviews and detect only NEW ones, with Bayesian urgency classification and optional Slack alerts — your reputation radar. Use when tracking review activity for local businesses. Returns review objects flagged isNew with urgency scores. Pricing: $0.25 per run + $0.01 per new review.
  - after: Monitor Google Maps reviews and detect only NEW ones since previous runs (stateful tracking per business), with Bayesian urgency classification and optional Slack alerts — your reputation radar. Use when tracking review activity OVER TIME for businesses you already know. Use google_maps_scraper instead for one-shot bulk extraction of business data; use review_pitch_generator instead to turn existing bad reviews into a sales pitch and shareable report; use local_presence_audit instead for a one-time full presence audit. Returns review objects flagged isNew with urgency scores. Side effects: sends a Slack notification ONLY if you provide your own Slack webhook URL in the input — no messages are sent otherwise. Auth: Apify API token required (Authorization: Bearer). Rate limit: 60 calls/min/IP on this facade. Pricing: $0.25 per run + $0.01 per new review.
- 2026-10-18 `google_maps_scraper` changed (description) **meaning changed**
  - before: Extract local business data from Google Maps with this scraper: names, addresses, phones, ratings, review counts, websites, GPS coordinates. Use when you need lead lists, competitor analysis or market research for any city or search query. Returns an array of business objects. Pricing: $1.00 per run + $0.03 per business scraped.
  - after: Extract local business data from Google Maps IN BULK: names, addresses, phones, ratings, review counts, websites, GPS coordinates — up to 100 businesses per call (refine the query for narrower results). Use when you need lead lists, competitor maps or market research across a city or search query — i.e. MANY businesses as raw data, with no scoring or audit. Use local_presence_audit instead when you need a deep scored audit of ONE business (GBP + reviews + website AI-readiness + deliverables); use review_radar instead to detect only NEW reviews on businesses you already track. Returns an array of business objects, everything in one response (no pagination; truncated beyond 100 items). Auth: Apify API token required (Authorization: Bearer). Rate limit: 60 calls/min/IP on this facade. Pricing: $1.00 per run + $0.03 per business scraped.
- 2026-10-18 `local_presence_audit` changed (description)
  - before: Audit any local business's online presence in one run: Google Business Profile data (rating, review count, category, contact), recent reviews with urgency classification and owner-response detection, website AI-readiness scan (llms.txt, JSON-LD, robots.txt AI-crawler rules), a transparent presence score /100, and ready-to-use deliverables (publishable llms.txt, LocalBusiness JSON-LD, AI-drafted review responses, prioritized action plan). Use when you need to audit a local business before selling it marketing services, or to check whether ChatGPT, Perplexity and Gemini can 'see' a business. Pricing: $1.00 per run + $0.50 per business audited.
  - after: Deep audit of ONE local business's online presence in a single run: Google Business Profile data (rating, review count, category, contact), recent reviews with urgency classification and owner-response detection, website AI-readiness scan (llms.txt, JSON-LD, robots.txt AI-crawler rules), a transparent presence score /100, and ready-to-use deliverables (publishable llms.txt, LocalBusiness JSON-LD, AI-drafted review responses, prioritized action plan). Use when you need the FULL picture on one specific business — e.g. before selling it marketing services, or to check whether ChatGPT, Perplexity and Gemini can 'see' it. Use google_maps_scraper instead when you need a raw LIST of many businesses (no audit); use aeo_ai_visibility_checker instead when you only need the free website-only technical check (no Google Business data, no reviews); use review_radar instead for ongoing monitoring that flags only NEW reviews over time. Auth: Apify API token required (Authorization: Bearer). Rate limits: 60 calls/min/IP on this facade; results capped at 100 items per call, no pagination. Pricing: $1.00 per run + $0.50 per business audited.
- 2026-10-12 `local_presence_audit` added
  - Audit any local business's online presence in one run: Google Business Profile data (rating, review count, category, contact), recent reviews with urgency classification and owner-response detection, website AI-readiness scan (llms.txt, JSON-LD, robots.txt AI-crawler rules), a transparent presence score /100, and ready-to-use deliverables (publishable llms.txt, LocalBusiness JSON-LD, AI-drafted review responses, prioritized action plan). Use when you need to audit a local business before selling it marketing services, or to check whether ChatGPT, Perplexity and Gemini can 'see' a business. Pricing: $1.00 per run + $0.50 per business audited.

Full history: https://api.protogrid.dev/v1/servers/io.github.jeffreyturov-dev%2Fadaga-solutions-toolbox/changes

## Remotes

- https://adagasolutions.lu/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (13)

- `aeo_ai_visibility_checker`: Check any WEBSITE's AI visibility with a 7-criteria technical AEO audit: JSON-LD, llms.txt, AI bots in robots.txt and more. Use when you need to know if a site can be cited by ChatGPT, Perplexity or Claude — returns a 0-7 score with exact fixes plus a generated llms.txt draft. This audits ONLY the website (no Google Business Profile data, no reviews): use local_presence_audit instead when you need the full local-business picture (GBP + reviews + website) with a /100 score and sales deliverables. FREE — no per-run charge. Auth: Apify API token required (Authorization: Bearer) even though the actor itself is free. Rate limit: 60 calls/min/IP on this facade; full report returned in one response, no pagination.
- `api_breaking_change_radar`: Monitor public APIs and detect breaking changes by diffing OpenAPI specs and classifying changelogs — a radar for the APIs you depend on. Use when you need early warning before an API change breaks your integration. Returns change events classified by severity. Pricing: $0.50 per run + $0.005 per API checked.
- `france_fuel_prices`: Get live fuel prices for about 10,000 gas stations across France (official open data, Hermès Revenu API). Use when comparing fuel prices, estimating route costs or building price datasets for France. Returns station objects with prices per fuel type. Pricing: $0.20 per run + $0.01 per 1k stations.
- `google_maps_scraper`: Extract local business data from Google Maps IN BULK: names, addresses, phones, ratings, review counts, websites, GPS coordinates — up to 100 businesses per call (refine the query for narrower results). Use when you need lead lists, competitor maps or market research across a city or search query — i.e. MANY businesses as raw data, with no scoring or audit. Use local_presence_audit instead when you need a deep scored audit of ONE business (GBP + reviews + website AI-readiness + deliverables); use review_radar instead to detect only NEW reviews on businesses you already track. Returns an array of business objects, everything in one response (no pagination; truncated beyond 100 items). Auth: Apify API token required (Authorization: Bearer). Rate limit: 60 calls/min/IP on this facade. Pricing: $1.00 per run + $0.03 per business scraped.
- `hotel_rate_monitoring`: Monitor hotel rates across booking sources for revenue management. Use when tracking competitor hotel pricing or building rate intelligence. Returns rate observations per hotel and date. Micro-pricing per event.
- `instagram_scraper`: Scrape Instagram profiles and hashtag posts: followers, posts, engagement metrics. Use when vetting influencers, monitoring brands or tracking competitors on Instagram. Returns profile objects with recent posts. Pricing: $0.01 per profile scraped.
- `linkedin_profile_scraper`: Extract public LinkedIn profile data with this scraper: name, headline, experience, company. Use when enriching B2B leads or doing recruiting research on LinkedIn. Returns structured profile objects. Pricing: $0.02 per profile scraped.
- `local_presence_audit`: Deep audit of ONE local business's online presence in a single run: Google Business Profile data (rating, review count, category, contact), recent reviews with urgency classification and owner-response detection, website AI-readiness scan (llms.txt, JSON-LD, robots.txt AI-crawler rules), a transparent presence score /100, and ready-to-use deliverables (publishable llms.txt, LocalBusiness JSON-LD, AI-drafted review responses, prioritized action plan). Use when you need the FULL picture on one specific business — e.g. before selling it marketing services, or to check whether ChatGPT, Perplexity and Gemini can 'see' it. Use google_maps_scraper instead when you need a raw LIST of many businesses (no audit); use aeo_ai_visibility_checker instead when you only need the free website-only technical check (no Google Business data, no reviews); use review_radar instead for ongoing monitoring that flags only NEW reviews over time. Auth: Apify API token required (Authorization: Bearer). Rate limits: 60 calls/min/IP on this facade; results capped at 100 items per call, no pagination. Pricing: $1.00 per run + $0.50 per business audited.
- `rag_web_browser`: Fetch web pages and convert them into clean LLM-ready text for RAG pipelines. Use when an agent needs readable page content from the web without HTML noise — a lightweight browser alternative for retrieval. Returns per-page cleaned text with metadata. Pricing: $0.003 per page crawled.
- `review_pitch_generator`: Generate pre-sales reports from a business's worst Google Maps reviews: HTML report plus ready-to-send pitch. Use when doing agency outbound and you want to show prospects their visible bad reviews. Use review_radar instead to monitor for NEW reviews over time; use local_presence_audit instead for a full presence audit with score and marketing deliverables; use google_maps_scraper instead for raw bulk business lists. Returns pitch text and a shareable report URL per business. SIDE EFFECT: can email the pitch directly to prospects via your own SMTP account, but ONLY when you explicitly set sendApproval: true AND provide smtpUser/smtpPassword — with default settings it sends nothing and only generates reports. Outbound sends are rate-limited: max 5 emails per run (configurable), 20 s between sends, 20 emails/day global cap. Auth: Apify API token required (Authorization: Bearer). Facade rate limit: 60 calls/min/IP. Pricing: $0.25 per run + $0.10 per pitch generated.
- `review_radar`: Monitor Google Maps reviews and detect only NEW ones since previous runs (stateful tracking per business), with Bayesian urgency classification and optional Slack alerts — your reputation radar. Use when tracking review activity OVER TIME for businesses you already know. Use google_maps_scraper instead for one-shot bulk extraction of business data; use review_pitch_generator instead to turn existing bad reviews into a sales pitch and shareable report; use local_presence_audit instead for a one-time full presence audit. Returns review objects flagged isNew with urgency scores. Side effects: sends a Slack notification ONLY if you provide your own Slack webhook URL in the input — no messages are sent otherwise. Auth: Apify API token required (Authorization: Bearer). Rate limit: 60 calls/min/IP on this facade. Pricing: $0.25 per run + $0.01 per new review.
- `tiktok_scraper`: Scrape TikTok profiles and videos: follower counts, likes, video metadata and stats. Use when researching influencers, tracking social engagement or analyzing TikTok content. Returns profile and video objects. Pricing: $0.01 per profile + $0.002 per video.
- `youtube_scraper`: Scrape YouTube videos and channels: views, subscribers, metadata, descriptions. Use when researching content trends, analyzing creators or building YouTube datasets. Returns video and channel objects. Pricing: $0.002 per video scraped.