MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Adaga solutions — Data APIs Toolbox

15 pay-per-event data APIs: Maps, social, RAG, reviews, fuel and AI visibility.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
63 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
15

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 63 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name adaga-solutions-toolbox.

  • Pass
    Lists tools

    tools/list returned 15 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 63 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 63 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    76 of 76 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    15 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Fail
    Repo owner matches

    The GitHub repository owner does not match the namespace login.

  • Pass
    Recently updated

    Updated 2026-11-02T11:28:29.416416Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Adaga solutions — Data APIs Toolbox

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http adaga-solutions-data-apis-toolbox https://adagasolutions.lu/mcp

Capabilities

Tools 15

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.

Discovered
ai_brand_visibility_tracker

Measure whether a selected AI model mentions a brand and cites its official domain in real answers. Use when you need repeatable, answer-level evidence with persistent history and deltas for the same brand, domain, queries and model. Returns mentioned, cited, citationCount, model-provided URLs, the complete answer and an accuracy warning. Use aeo_ai_visibility_checker instead for technical website readiness, or local_presence_monitor for Google reviews and local-business signals. Results are specific to the selected model, prompts and run date; they are not a ranking guarantee or verified commercial truth. Auth: Apify API token required in Authorization: Bearer; a separate OpenRouter apiKey is required for real measurements. Rate limits: 60 calls/min/IP on this facade; no pagination. Pricing: $0.05 per run + $0.05 per measured answer + $0.10 per official-domain citation, plus any OpenRouter provider costs. dryRun returns a technical sample without provider calls or event charges.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
local_presence_monitor

Monitor ONE local business over time: create a persistent baseline, then detect only new public Google reviews, rating changes, website AI-readiness regressions and meaningful score changes. Use when you need historical change detection and optional JSON webhook alerts for one known business. Use local_presence_audit instead for a one-off full audit; use review_radar instead when you only need new-review alerts without website monitoring. Auth: Apify API token required in Authorization: Bearer. Rate limits: 60 calls/min/IP on this facade; results capped at 100 items per call, no pagination. Side effect: when webhookUrl is set and dryRun is false, high-severity changes trigger an HTTPS JSON POST; dryRun never calls the webhook and skips Actor event charges, while Apify platform and proxy usage can still apply. Pricing: $0.25 per run + $0.25 per business monitored + $0.10 per delivered alert.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected63 ms15