MCP servers › io.github.fredxhansson-cmyk › fuze

MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23

io.github.fredxhansson-cmyk/fuze

No-code web scraping & data-extraction Apify actors: scrape and enrich web data at scale. — the publisher's description

1 of 2 record checks metRead-only · tools listed 2026-10-23Topic: search-and-web-data · AI-classifiedPricing: usage-based · AI-classifiedversion 1.0.0streamable HTTP80 tools

Summary

io.github.fredxhansson-cmyk/fuze is a remote MCP server listed in the official MCP registry at version 1.0.0. On 2026-10-23 ProtocolProbe connected to it in read-only mode and read its inventory: 80 tools, 0 resources and 0 prompts.

Record checks

1 of 2 record checks met · 7 do not apply

met: Registry entry is active and says how to run it
not met: Source repository link opens
not applicable: Repository is not archived
not applicable: Code pushed to the repository in the 90 days before our check
not applicable: Repository publishes a security policy (SECURITY.md)
not applicable: Package names its licence with a standard (SPDX) identifier
not applicable: The version the registry lists can be installed and is not withdrawn
not applicable: npm package carries build provenance (attestation)
not applicable: No known critical or high advisory in the package or its dependencies

Not ranked by downloads: a remote server publishes no download figure
Not ranked by stars: no public GitHub repository

From public records, not a safety rating. Each check with its reason · Is it safe to install?

Key facts

Runs: remote (hosted by the publisher)
Transport: streamable HTTP
Sign-in: none needed to open a session
Repository: link does not open publicly
Tools: 80
Described as changing data: 9 of 80 toolsAI-classified
Mainly works on: accounts and data in outside web servicesAI-classified
Topic: search-and-web-dataAI-classified
Pricing: usage-basedAI-classified
Last tested: 2026-10-23

Add to your client

Worth knowing before you connect it

9 tools are described as changing something (ai_prospecting_pipeline, b2b_account_brief, b2b_cold_outreach_sequencer, …): our AI model's reading of the descriptions, not something we tested, and the server opened a session without any credential. We did not call them.
The linked repository does not open publicly, so the code cannot be reviewed through it.

Each line comes from a section below, with its source and date.

How fresh this is

Live-tested: yes, a real session (not a text-only review)
Last tested: 2026-10-23
Mode: read-only (no tool calls)
Latest version: 1.0.0, published 2026-10-12 (registry, as of the 2026-10-23 snapshot)
First listed version: 2026-10-12 (earliest version still in the registry; older removed versions would be earlier)
Registry data: snapshot 2026-10-23
Package and repository: checked 2026-10-23
Engine: mcp-runtime-engine@0.1.0 · sdk@1.32.0

Changes since the last refresh

New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 1.0.0 (published 2026-10-12).

Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.

What it is

What does this server offer?

Observed inventory

80tools

0resources

0prompts

What it mainly works on, as our AI model read its tool descriptions: accounts and data in outside web services.

9 of 80 tools are described as changing something (creating, editing, deleting, sending or running). For 4 the reading was uncertain, so no mark is shown.

ad_radaron 1 other serverreads or searches
“Turn Facebook Ad Library scraper results into AI creative intel: hooks….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Ad Radar — AI Ad & Creative Intelligence.”
ai_brand_accuracyon 1 other serverreads or searches
“Catch wrong, outdated and hallucinated facts that ChatGPT, Perplexity, Gemini &….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Brand Accuracy — Fact-Check ChatGPT, Perplexity, Gemini.”
ai_search_visibility_platformon 1 other serverreads or searches
“See if ChatGPT, Perplexity, Gemini & Google AI Overviews recommend your brand….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Brand Visibility & Citations — ChatGPT, Perplexity, Gemini.”
ai_citation_mineron 1 other serverreads or searches
“Find which sites ChatGPT, Perplexity, Gemini & Google AI Overviews cite for….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Citation Miner — Who ChatGPT & Perplexity Cite (GEO).”
ai_cold_email_personalizeron 1 other servergenerates content
“Turn a list of prospects into personalized first lines and icebreakers with AI….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Cold Email Personalizer.”
ai_company_enrichmenton 1 other serverreads or searches
“Turn domains into firmographics, contacts, socials and an ICP-fit score with AI.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Company Enrichment.”
ai_price_intelligenceon 1 other serverreads or searches
“Turn Amazon, Shopify or ecommerce scraper results into AI repricing, MAP flags….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Price & Shelf Intelligence — Repricing, MAP & Assortment.”
ai_share_of_voiceon 1 other serverreads or searches
“Measure your brand share of voice across ChatGPT, Perplexity, Gemini & Google….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Share of Voice — ChatGPT, Perplexity, Gemini (GEO).”
ai_social_listeningon 1 other serverreads or searches
“Turn Instagram, TikTok or Twitter scraper results into sentiment, themes &….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Social Listening & Sentiment.”
ai_web_extractoron 1 other serverreads or searches
“A no-code AI web scraper: give a URL and a plain-English instruction, get clean….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Web Extractor.”
ai_website_auditon 1 other serverreads or searches
“Audit any website for SEO, performance, accessibility and conversion issues….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Website & Landing Page Audit.”
amazon_product_opportunityon 1 other serverreads or searches
“Turn any Amazon product scraper's results into a niche opportunity score:….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Amazon Product Opportunity Finder — AI Niche Analysis.”

Show 68 more tools

analyst_agenton 1 other serverreads or searches
“Pair with a Google News or finance scraper: ask about what you scraped, get a….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Analyst Agent — Autonomous Research & Monitoring.”
app_review_intelligenceon 1 other serverreads or searches
“Turn App Store and Google Play reviews into AI insights — praises, complaints….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for App Review Intelligence (App Store + Google Play).”
ai_brand_visibilityon 1 other serverreads or searches
“LLM visibility tracker: see if ChatGPT, Perplexity, Gemini and Google AI….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Are You Recommended by ChatGPT, Perplexity & Gemini?.”
arguson 1 other serverreads or searches
“Describe a monitoring mission in plain English.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Argus — Autonomous Intelligence Agent.”
aso_insightson 1 other serverreads or searches
“Turn any App Store or Google Play scraper's results into AI ASO advice: keyword….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for ASO Insights — AI App Store Optimization from Any Scraper.”
b2b_competitor_monitoron 1 other serverreads or searches
“Turn a Maps or LinkedIn company scraper list into an AI 'what changed' website….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Competitor Monitor — Website Change Tracking (AI).”
b2b_pricing_extractoron 1 other serverreads or searches
“Turn a Maps or LinkedIn company scraper list into structured competitor pricing….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Pricing Extractor — SaaS Plans & Tiers (AI).”
company_due_diligenceon 3 other serversreads or searches
“One due-diligence file per company: official registry data (where available)….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Company Due Diligence — Registry, Sanctions & Adverse Media.”
competitor_pulseon 1 other serverreads or searches
“Turn a Maps or company scraper list into an always-on 'what changed' feed:….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Competitor Pulse — AI Competitor Intelligence Monitor.”
crypto_market_intelligenceon 1 other serverreads or searches
“Pull live market data for any coin or token from CoinGecko — price, market cap….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Crypto Market Intelligence — Prices, Trends & AI.”
equity_analyston 1 other serverreads or searches
“Turn a Yahoo Finance or SEC scraper's tickers into cited, filings-grounded….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Equity Analyst — AI Investment Research Agent.”
eu_grant_finderon 1 other serverreads or searches
“Find relevant EU and national grants for your company with AI — matched to your….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for EU & Nordic Grant Finder (AI-matched).”
fda_intelligenceon 1 other serverreads or searches
“Search FDA data via openFDA: drug approvals, recalls/enforcement and….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for FDA Intelligence — Approvals, Recalls & Adverse Events (AI).”
github_candidate_scoreron 1 other serverreads or searches
“Score and rank GitHub developers for a role with AI — skills, activity and fit….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for GitHub Candidate Scorer.”
google_reviews_insightson 1 other serverreads or searches
“Turn Google reviews into AI insights: top praises, complaints, trend and an….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Google Reviews Insights (AI).”
nordic_tender_matcheron 1 other serverreads or searches
“Match Nordic public tenders to your company with AI — get the most relevant….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Nordic Tender Matcher (AI).”
reddit_insightson 1 other serverreads or searches
“Point it at any Reddit scraper's dataset (posts or comments) and get AI….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Reddit Insights — AI Themes, Pain Points & Ideas.”
research_paper_intelligenceon 1 other serverreads or searches
“Search the world's scholarly literature via OpenAlex: top papers, citation….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Research Paper Intelligence — OpenAlex Search & AI.”
sec_filings_extractoron 1 other serverreads or searches
“Pull a public company's SEC filings and key financials from EDGAR, then get an….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for SEC Filings Extractor — 10-K/10-Q Financials & AI (EDGAR).”
serp_intelligenceon 1 other serverreads or searches
“Point it at any Google Search scraper's dataset and get AI SERP intelligence:….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for SERP Intelligence — AI Analysis of Google Search Results.”
signal_radaron 1 other serverreads or searches
“Turn Google Maps or LinkedIn scraper results into ICP-scored, signal-tagged….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Signal Radar — AI Account Intelligence & ICP Scoring.”
universal_review_insightson 1 other serverreads or searches
“Point it at any review scraper's dataset (TripAdvisor, Yelp, Booking….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Universal Review Insights — AI Analysis of Any Reviews.”
us_gov_contractson 1 other serverreads or searches
“Search US federal contract and grant awards from the official USAspending.gov….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for US Government Contracts — Federal Awards Search (AI).”
website_to_markdownon 1 other server
“Crawl any website or docs site into clean, LLM- and RAG-ready Markdown with….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Website to Markdown — Clean Markdown for LLMs & RAG.”
wikipedia_entity_intelligenceon 1 other serverreads or searches
“Look up any company, person, product or topic across Wikipedia and Wikidata: a….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Wikipedia Entity Intelligence — Facts & Trends (AI).”
greenliton 1 other serverreads or searches
“Screen companies against EU, OFAC and UK sanctions lists + adverse media.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Greenlit — Company Sanctions Screening (EU/OFAC/UK).”
trade_flowson 1 other serverreads or searches
“Official UN Comtrade trade data: value and quantity by reporter country….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Import & Export Trade Data — UN Comtrade (by Product & Country).”
itunes_searchon 1 other serverreads or searches
“Search or look up Apple's iTunes catalogue — music, podcasts, audiobooks….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for iTunes & Apple Music Search — Songs, Podcasts & More.”
nordic_public_tenderson 1 other serverreads or searches
“Search Norwegian, Finnish and Swedish public tenders in one normalized English….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Nordic Public Tenders (Norway, Finland, Sweden).”
synthetic_audience_simulatoron 1 other serverreads or searches
“Ask any question to a representative synthetic audience and get a simulated….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Synthetic Audience Simulator — AI Survey on Real Census Data.”
us_funding_roundson 1 other serverreads or searches
“Find recently funded US companies from official SEC EDGAR Form D filings:….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for US Funding Rounds — SEC Form D (Crunchbase Alternative).”
app_store_intelligenceon 1 other serverreads or searches
“Look up any iOS app or developer via Apple's public iTunes API: ratings, rating….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for App Store Intelligence — iOS App Metadata & AI (iTunes).”
crates_package_intelligenceon 1 other serverreads or searches
“Analyze any Rust crate on crates.io: download totals and recent trend….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Crates.io Package Intelligence — Rust Crate Health (AI).”
cve_vulnerability_lookupon 1 other serverreads or searches
“Search known vulnerabilities (CVEs) for any product, library or keyword from….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for CVE Vulnerability Lookup — NVD Search & AI Triage.”
dockerhub_image_intelligenceon 1 other serverreads or searches
“Analyze any Docker Hub image: total pulls, stars, tag count, latest tag….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Docker Hub Image Intelligence — Pulls, Stars & Health (AI).”
domain_whois_intelligenceon 1 other serverreads or searches
“Look up any domain's registration data via modern RDAP: registrar….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Domain WHOIS Intelligence — RDAP, Age & Risk (AI).”
github_repo_analyzeron 1 other serverreads or searches
“Analyze any GitHub repository's health: stars, activity, release cadence….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for GitHub Repo Analyzer — Health, Activity & Risk (AI).”
go_modules_intelligenceon 1 other serverreads or searches
“Analyze any Go module: licenses, release recency, known OSV security….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Go Modules Intelligence — Package Health & Risk (AI).”
hn_community_intelligenceon 1 other serverreads or searches
“Track what Hacker News is saying about any product, company or topic: top….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Hacker News Intelligence — Mentions, Trends & AI.”
npm_package_intelligenceon 1 other serverreads or searches
“Analyze any npm package: download trend, dependencies, maintenance recency….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for npm Package Intelligence — Downloads, Risk & Health (AI).”
nuget_package_intelligenceon 1 other serverreads or searches
“Analyze any NuGet (.NET) package: total downloads, version history, maintenance….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for NuGet Package Intelligence — .NET Package Health (AI).”
pypi_package_intelligenceon 1 other serverreads or searches
“Analyze any PyPI (Python) package: download trend, dependencies, maintenance….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for PyPI Package Intelligence — Downloads, Risk & Health (AI).”
rubygems_package_intelligenceon 1 other serverreads or searches
“Analyze any Ruby gem (RubyGems): downloads, dependencies, maintenance recency….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for RubyGems Package Intelligence — Gem Health & Downloads (AI).”
amazon_reviews_scraperon 1 other serverreads or searches
“Scrape Amazon product reviews in bulk to CSV/JSON — rating, body, author, date….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Amazon Reviews Scraper.”
etsy_scraperon 1 other serverreads or searches
“Scrape Etsy search results to JSON: title, price, currency, shop, URL and image.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Etsy Scraper.”
ai_prospecting_pipelineon 1 other servergenerates contentdescribed as changing data
“Find ICP-fit companies, verified business emails, and AI-written personalized….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI Prospecting Pipeline — Leads, Emails & Personalized Drafts.”
b2b_account_briefon 1 other servergenerates contentdescribed as changing data
“Turn Google Maps or LinkedIn scraper results into one-page pre-call sales briefs.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Account Brief — AI Pre-Call Research for Sales Reps.”
b2b_cold_outreach_sequenceron 1 other servergenerates contentdescribed as changing data
“Turn Google Maps or LinkedIn scraper results into personalized multi-touch….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Cold Email Sequence Writer — AI Multi-Touch Cadence.”
b2b_crm_enricheron 1 other servercreates or changes datadescribed as changing data
“Hand it a messy company list; get back clean, deduplicated records enriched….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B CRM Enricher — Clean, Dedupe & Enrich Lists (AI).”
b2b_email_verifieron 1 other serverreads or searches
“Verify emails for deliverability: syntax, MX, provider detection….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Email Verifier — MX, SMTP, Catch-all & Risk Scoring.”
b2b_intent_radaron 1 other serverreads or searches
“Turn Google Maps or LinkedIn scraper results into 0-100 intent scores + ready….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Intent Radar — AI Buying-Signal & Intent Scoring.”
b2b_lead_list_builderon 1 other server
“Describe your ideal customer and get a ranked lead list of matching companies….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Lead List Builder — ICP to Company List (AI).”
b2b_outbound_engineon 1 other servergenerates contentdescribed as changing data
“The whole outbound motion in one run: describe your ideal customer, get a….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Outbound Engine — ICP to Ready-to-Send Sequences (AI).”
b2b_stakeholder_mapperon 1 other servergenerates contentdescribed as changing data
“For each target company, map the buying committee for what YOU sell: which….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Stakeholder Mapper — Buying Committee & Contacts.”
b2b_tech_stack_detectoron 1 other server
“Turn Google Maps or LinkedIn scraper results into tech stacks + fit scores.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Tech Stack Detector — Technographics by Domain (AI).”
email_finder_scraperon 1 other serverreads or searches
“Find company email addresses by domain — crawls contact/about/team pages….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Email Finder.”
google_maps_lead_enricheron 1 other servercreates or changes datadescribed as changing data
“Turn any Google Maps scraper output into sales leads: role-based emails….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Google Maps Lead Enricher (AI).”
osm_local_business_finderon 1 other serverreads or searches
“Find local businesses by area and category straight from OpenStreetMap: name….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Local Business Finder — OpenStreetMap POIs, No Key.”
nordic_company_registryon 1 other serverreads or searches
“Look up official Norwegian and Finnish company registry data in one English….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Nordic Company Registry (Norway, Finland).”
qualified_leadson 1 other serverreads or searches
“Turn domains and your ICP into verified decision-maker leads with emails.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Qualified B2B Leads on Demand — Pay Per Verified Lead.”
google_news_scraperon 1 other serverreads or searches
“Search Google News for any topic and export to JSON/CSV — title, source, date….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Google News Scraper.”
ai_seo_site_auditoron 1 other serverdescribed as changing data
“Crawl your site for technical, on-page and AEO/GEO SEO issues and get….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for AI SEO + AEO/GEO Site Auditor — Crawl & Auto-Fix.”
influencer_vettingon 1 other serverreads or searches
“Vet a list of creators before you pay them: real engagement rate, fake-follower….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Influencer Vetting — Engagement, Fake Followers & Brand Safety.”
youtube_transcript_scraperon 1 other serverreads or searches
“Scrape YouTube transcripts in bulk — text, timestamps, any language.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for YouTube Transcript Scraper.”
b2b_hiring_signal_trackeron 1 other serverreads or searches
“Track which companies are hiring, for what, and what it means.”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Hiring Signal Tracker — Who's Hiring & Why (AI).”
b2b_talent_sourcing_briefon 1 other servergenerates contentdescribed as changing data
“For each target company, a recruiter-ready brief: what they do, their tech….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for B2B Talent Sourcing Brief — Recruiter Account Intel.”
career_site_jobs_apion 1 other serverreads or searches
“Scrape every open job from company career sites across Greenhouse, Lever….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Career Site Jobs API — Greenhouse, Lever, Ashby, Workday.”
b2b_job_post_parseron 1 other servercalculates or converts
“Turn any job posting URL or pasted text into clean structured data: title….”
Publisher declares: read-only yes · open-world yes
1 input
- inputobject“Input for Job Post Parser — Structured Jobs & Skills (AI).”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

How well are its tools described?

Features #4 and #5

How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.

Descriptions

AI reading of each description

Says what the tool does: 100% of 80 tools
Says what it returns: 100% of 80 tools
States limits, defaults or errors: 7% of 75 tools
Says when to use it: 100% of 80 tools
Items covered per tool: 3.1 of 4 on average

Counted from the listing

Parameters with a description: 100% of 80
Tools with a description: 100% of 80
Typical description length: 234 characters

The tool set

Counted from the listing

Tools: 80
Size of the list: about 13,157 tokens for an agent to load (characters ÷ 4)
Naming: 78 of 80 names use snake_case

AI reading: easy to mix up

No pair found.

The AI items cover 80 of 80 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none, comparing tools within groups of 40. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.

How do I add it to my client?

Config from the registry entry

From the remote endpoint (Streamable HTTP)

We connected to this URL on 2026-10-23 (a read-only session: no tool was called).

Add to CursorAn install link in the format Cursor documents, holding the Cursor config below.

Claude Desktop or claude.ai

Settings → Connectors → Add custom connector, then paste:
https://datatools-hub.vercel.app/api/mcp

Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "fuze": {
      "url": "https://datatools-hub.vercel.app/api/mcp"
    }
  }
}

VS Code · .vscode/mcp.json

{
  "servers": {
    "fuze": {
      "type": "http",
      "url": "https://datatools-hub.vercel.app/api/mcp"
    }
  }
}

VS Code (command line) · Bash or zsh terminal (macOS, Linux)

code --add-mcp '{"name":"fuze","type":"http","url":"https://datatools-hub.vercel.app/api/mcp"}'

Claude Code

claude mcp add --transport http fuze https://datatools-hub.vercel.app/api/mcp

Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+

npx @modelcontextprotocol/inspector@2.11.0 --server-url https://datatools-hub.vercel.app/api/mcp --transport http

The server runs on the operator's infrastructure; it may ask you to sign in when you first connect.
The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.

Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.

Does the registry listing match what we found?

Feature #6

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.

Registry says	We found	Result	Source · date
Remote endpoint datatools-hub.vercel.app/api/mcp	Session opened	matches	our test · 2026-10-23
No credential declared as required	Opened a session without any credential	matches	our test · 2026-10-23
Repository github.com/fredxhansson-cmyk/fuze	Does not open (not found or private)	differs	api.github.com · 2026-10-23

Who made it?

Feature #7 · lineage

Facts about the publisher. We do not turn them into a trust score.

Namespace: io.github.fredxhansson-cmyk · 3 servers

Repository: github.com/fredxhansson-cmyk/fuze — does not open publicly

Source: the registry entry and api.github.com · 2026-10-23.

Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.

Same tools as other registry entries

Tool lists read · names compared

Its 80 tools have exactly the same names as the tools of 1 other registry entry (all published under the same registry namespace). Their tool descriptions are also word for word the same.

This can be one publisher's family of servers or one template reused under many names. It is a fact about the published tool lists, not a judgement of the publisher and not a safety finding; we compared tool names, not code.

Shared tool names (12 of 80 shown):

ad_radarai_brand_accuracyai_brand_visibilityai_citation_minerai_cold_email_personalizerai_company_enrichmentai_price_intelligenceai_prospecting_pipelineai_search_visibility_platformai_seo_site_auditorai_share_of_voiceai_social_listening

The other entries

io.github.fredxhansson-cmyk/noniner compare

All groups of servers with identical tool lists

Source: our read-only reads of each server's tool list · 2026-10-23. No tool was called.

Choosing

Record checks

Public records · not a safety rating

1 of 2 record checks met · 7 do not apply

Not ranked by downloads: a remote server publishes no download figure
Not ranked by stars: no public GitHub repository

MetRegistry entry is active and says how to run itActive, with a package or a remote address.
Not metSource repository link opensThe linked repository returned HTTP 404: it does not exist or is private.
Does not applyRepository is not archivedNo public GitHub repository to read.
Does not applyCode pushed to the repository in the 90 days before our checkNo public GitHub repository to read.
Does not applyRepository publishes a security policy (SECURITY.md)No public GitHub repository to read.
Does not applyPackage names its licence with a standard (SPDX) identifierRemote server: it ships no package.
Does not applyThe version the registry lists can be installed and is not withdrawnRemote server: it ships no package.
Does not applynpm package carries build provenance (attestation)Remote server: it ships no package.
Does not applyNo known critical or high advisory in the package or its dependenciesRemote server: it ships no package.

Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-23. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards

Common questions about io.github.fredxhansson-cmyk/fuze

Answered from the data above

Is io.github.fredxhansson-cmyk/fuze safe to install?

We do not rate servers as safe or unsafe. 1 of its 2 applicable record checks are met (facts from public records, each listed on this page). What the records show: The repository it links to does not open publicly, so its code cannot be inspected through that link. 9 of its tools describe changing data (our AI model's reading of the descriptions). These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.

Is io.github.fredxhansson-cmyk/fuze free to use?

Its website (datatools-hub.vercel.app/) describes a usage-based pricing model. This is an AI-classified reading of the page on 2026-10-23, so check the page itself before relying on it.

Does io.github.fredxhansson-cmyk/fuze need an API key or sign-in?

It opened a session without any credential on 2026-10-23. The registry entry declares no required credential; no declaration is not a guarantee.

Has io.github.fredxhansson-cmyk/fuze been security tested?

Partly. 2 of the 14 checks that apply to it were exercised. We connected and read what the server declares, but did not call its tools: ProtocolProbe calls no server's tools for anything it publishes. This is our choice, not a block by the server. No security verdict is published before verification.

What can io.github.fredxhansson-cmyk/fuze do?

It lists 80 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, create or change data, generate content and calculate or convert. We did not call any tool, so this describes the text, not the behaviour.

Can io.github.fredxhansson-cmyk/fuze change or delete data?

9 of its tools say in their description that they create, edit, delete, send or run something (our AI model's reading). We did not call any tool, so we cannot say what actually happens.

Where is the source code of io.github.fredxhansson-cmyk/fuze?

The registry links to github.com/fredxhansson-cmyk/fuze, but that link does not open publicly, so the code cannot be inspected through it.

Found this page useful?

Anonymous · no sign-in

A quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.

Similar servers

Same topic · AI-read

io.github.Eclipse-Cj/paper-distill-mcpPaper Distill MCPalso has tools that calculates or converts, creates or changes data, generates content, reads or searchescompare with this one
io.github.ilyautov/consilium-principisConsilium Principisalso has tools that calculates or converts, creates or changes data, generates content, reads or searchescompare with this one
io.github.mbeato/apimeshalso has tools that calculates or converts, creates or changes data, generates content, reads or searchescompare with this one
io.github.KazKozDev/footnote-mcpfootnote-mcpalso has tools that calculates or converts, creates or changes data, generates content, reads or searchescompare with this one
ai.betterpost/serverBetterPostalso has tools that calculates or converts, creates or changes data, generates content, reads or searchescompare with this one
io.github.GoodTurnStudio/jobspotterJob Spotteralso has tools that calculates or converts, creates or changes data, generates content, reads or searchescompare with this one

Active servers whose topic is also “search-and-web-data” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.

Compare with another server

Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.

Security testing

What did we test, and what did we leave out?

18 checks · features #1, #2

Not probed (we call no server's tools)

We connected and read what the server declares, but did not call its tools: ProtocolProbe calls no server's tools for anything it publishes. This is our choice, not a block by the server. No security score is given; a check we did not run is never counted as passed.

The 18 checks at a glanceour test · 2026-10-23

Inventory: exercised
Hidden instructions: exercised
Real execution: not run · our policy
Secret leak: not run · nothing to check it against
Internal addresses: not run · our policy
Unconfirmed changes: not run · our policy
Bad input: not run · our policy
Model requests: not run · nothing to check it against
Sensitive questions: not run · nothing to check it against
Folder boundary: not run · our policy
Log leaks: not run · nothing to check it against
Hidden content: not run · nothing to check it against
Fake assistant turns: not applicable
Token passthrough: not applicable
Token audience: not applicable
Sign-in redirect: not run · our policy
Consent handling: not testable from outside
Sign-in metadata: not applicable

2 exercised12 not run (reason given)4 not applicable

Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 14 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.

Exercised · 2

1Inventory
tool-listReads the declared tools, resources and prompts.exercised
2Hidden instructions
description-poisoningLooks for hidden instructions in tool descriptions.exercised

Not run, with the reason · 12

3Real execution
real-executionCalls a tool and checks what really happens.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
4Secret leak
canary-leakPlants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
5Internal addresses
ssrfChecks whether a tool can be steered to internal addresses.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
6Unconfirmed changes
write-without-confirmationChecks whether tools that change data act without asking.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
7Bad input
error-handlingSends bad input and watches how the server answers.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
8Model requests
samplingChecks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
9Sensitive questions
elicitation-sensitive-dataChecks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
10Folder boundary
root-boundaryChecks whether the server reaches outside the folders it was given.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
11Log leaks
logging-side-channelChecks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
12Hidden content
audience-hidingChecks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against
16Sign-in redirect
open-redirectChecks the sign-in redirect for abuse.Testing the sign-in redirect means sending probes to the operator's sign-in service, which we do not do.not run · our policy
17Consent handling
confused-deputyChecks consent handling when one service acts for another.Depends on the operator's own consent screen, which differs per server and cannot be tested from outside.not testable from outside

Does not apply to this server · 4

13Fake assistant turns
fake-assistant-turnChecks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable
14Token passthrough
token-passthroughChecks whether the server forwards a user's token to other services.The server opened a session without sign-in, so there is no token flow to check.not applicable
15Token audience
token-audience-validationChecks whether tokens meant for another service are accepted.The server opened a session without sign-in, so there is no token flow to check.not applicable
18Sign-in metadata
oauth-url-schemeChecks the published sign-in metadata for unsafe URLs.No sign-in (OAuth) metadata is published, so there are no sign-in addresses to check.not applicable

Source: our own test, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.

What happened during the test?

Feature #8

The steps in order, as the test record holds them.

0 msStarted a read-only session with the server's remote endpoint
2,476 msConnected after 1 redirect. No credential was sent or needed.
Read the inventory: 80 tools, 0 resources, 0 prompts.
5,225 msFinished: 2 checks exercised.

Reference

How is it classified?

18 fields

One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.

TopicAI-classified

search-and-web-data

AI-classified · 2026-10-23

Pricing modelAI-classified

usage-based

read from datatools-hub.vercel.app/ · 2026-10-23

“The tools are self-serve and pay-per-use.”

Programming language

does not apply

no existing GitHub repository

Hosting type

remote (hosted by the publisher)

registry · 2026-10-23

MCP capability

prompts, resources, tools

our test · 2026-10-23

Transport

streamable HTTP

registry · 2026-10-23

Required credentials

none declared

registry · no declaration is not a guarantee

Package registry

does not apply

remote-only server: no package is shipped, so there is no package registry

Freshness

0–30 days

registry updatedAt · 2026-10-23

Lifecycle status

active

registry · 2026-10-23

License class

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Integrity hash

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Signature / provenance

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Dependency advisories

does not apply

ships no package, so there are no dependencies to audit

Popularity

does not apply

remote-only server: ships no package, so there is nothing to look up in a package registry

Publisher signals

not stated

no readable GitHub owner to describe

Maintenance

not stated

repository link is dead (HTTP 404), so activity cannot be read

Environment

the publisher's infrastructure

where it runs, from the hosting type

“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.

Cite or correct this page

Sources and corrections

Suggested citation

ProtocolProbe. “io.github.fredxhansson-cmyk/fuze: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/io.github.fredxhansson-cmyk/fuze

Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.

As JSON: this record in the API · API documentation.

Badge for your README

[![ProtocolProbe](https://protocolprobe.com/api/v1/badge/io.github.fredxhansson-cmyk/fuze)](https://protocolprobe.com/mcp/servers/io.github.fredxhansson-cmyk/fuze)

It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.

Something wrong, or is this yours?

If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.

Write to hello@protocolprobe.com · corrections log · methodology