PluginBench
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MIT

sh.clearfront/clearfront MCP Server

sh.clearfront/clearfront

AI-powered OSINT agent: scan digital footprints across 3,400+ public data sources in one sweep.

What is the sh.clearfront/clearfront MCP server?

Clearfront is an open-source OSINT agent that investigates digital footprints by scanning 3,400+ public data sources for breaches, accounts, data brokers, domains, and IPs. It exposes 30 modular tools via an interactive REPL, CLI, web console, MCP server, or agent skill, powered by Claude, Ollama, or any OpenAI-compatible endpoint.

Clearfront automates open-source intelligence gathering on emails, usernames, domains, IPs, and names. It chains multiple reconnaissance tools—breach databases, username enumeration, subdomain discovery, WHOIS, Shodan, VirusTotal, GitHub, DNS, and more—into a single AI-driven investigation. Run it locally with your own API keys; nothing is sent to external servers. Ideal for security researchers, penetration testers, and anyone auditing their own digital exposure.

How to install sh.clearfront/clearfront

Copy-paste configuration for popular MCP clients.

transport: stdio
Config generated by PluginBench — verify against the source before use.
Environment / auth
  • HIBP_API_KEY
    secret

    Have I Been Pwned API key, enables breach and paste lookups

  • IPINFO_TOKEN
    secret

    ipinfo.io token, enables IP geolocation and exposure reports

  • SHODAN_API_KEY
    secret

    Shodan API key, enables internet-exposed device lookups

  • VIRUSTOTAL_API_KEY
    secret

    VirusTotal API key, enables reputation checks on IPs, domains, URLs and file hashes

  • ANTHROPIC_API_KEY
    secret

    Anthropic API key, only needed for the AI-assisted multi-target sweep tool

~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "clearfront": {
      "command": "uvx",
      "args": [
        "clearfront",
        "--from",
        "clearfront",
        "clearfront-mcp"
      ],
      "env": {
        "HIBP_API_KEY": "<YOUR_HIBP_API_KEY>",
        "IPINFO_TOKEN": "<YOUR_IPINFO_TOKEN>",
        "SHODAN_API_KEY": "<YOUR_SHODAN_API_KEY>",
        "VIRUSTOTAL_API_KEY": "<YOUR_VIRUSTOTAL_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>"
      }
    }
  }
}

Tools & capabilities

Tools this server exposes to the agent.

  • search_email — Enumerate social accounts linked to an email address via holehe
  • search_username — Check username presence across 300+ platforms via sherlock
  • search_breach — Query data breach exposure via HaveIBeenPwned v3 API
  • search_whois — Retrieve domain registrant and DNS info via python-whois
  • search_ip — Geolocate and profile an IP (ASN, hostname) via ipinfo.io
  • search_domain — Enumerate subdomains via sublist3r
  • search_crt — Discover subdomains from certificate transparency logs (crt.sh)
  • search_wayback — Recover historical/deleted URLs from Internet Archive
  • search_greynoise — Check if an IP is mass-scanner noise vs. targeted actor (GreyNoise Community)
  • generate_dorks — Generate 12 targeted Google dork URLs for reconnaissance
  • search_paste — Search pastebin dump mentions via psbdmp.ws
  • search_phone — Retrieve phone carrier, country, and line type via phoneinfoga
  • search_shodan — Query open ports, banners, and CVEs via Shodan API
  • search_virustotal — Check file/URL verdicts from 70+ antivirus engines via VirusTotal API
  • search_ip2location — Enhanced IP intelligence (VPN/Proxy/Tor/datacenter flags) via IP2Location.io
  • search_censys — Discover internet-facing infrastructure and certificates via Censys Search API
  • search_abuseipdb — Check IP abuse reputation and reports via AbuseIPDB v2
  • search_github — Profile GitHub users, repos, and discover exposed emails/secrets
  • search_dns — Query DNS records (A/AAAA/MX/NS/TXT/CNAME/SOA) and analyze SPF/DMARC/DKIM
  • search_dorks_live — Execute live Google search for dork queries via Bright Data SERP API

Use cases

  • Audit your own digital footprint: find which accounts, breaches, and data brokers expose your email or username.
  • Investigate a domain or IP during a penetration test: discover subdomains, open ports, historical URLs, and associated infrastructure.
  • Perform rapid OSINT on a target during authorized security research: correlate findings across breach databases, social platforms, and public records.
  • Identify infostealer exposure and compromised credentials for an email or username without accessing plaintext dumps.
  • Generate and execute Google dorks to surface unintended public exposure of a domain or organization.

sh.clearfront/clearfront MCP server FAQ

What is Clearfront?

Clearfront is an open-source OSINT agent that scans 3,400+ public data sources to investigate digital footprints. It automates reconnaissance across breaches, accounts, domains, IPs, and names, then compiles findings into a calibrated report with an interactive evidence graph.

Is Clearfront free?

Yes. Clearfront is MIT-licensed and open-source. It runs locally with your own API keys (Anthropic, Shodan, VirusTotal, etc.). Many tools work without paid keys; optional keys unlock enhanced rate limits and additional data sources.

How do I install Clearfront in Claude or Cursor?

For Claude Desktop, add it to `~/Library/Application Support/Claude/claude_desktop_config.json` as an MCP server pointing to the `mcp_server.py` script. For Claude Code, run `claude mcp add clearfront python /path/to/mcp_server.py`. For Cursor, use the Agent Skills standard: `npx skills add scottmartinanderson/clearfront` (also install `pip install clearfront`).

Does Clearfront require authentication?

Clearfront requires an AI backend: either an Anthropic API key (default), a local Ollama model (free, offline), or an OpenAI-compatible endpoint. Optional API keys for Shodan, VirusTotal, HaveIBeenPwned, and other data sources unlock additional tools; many tools work without them.

What are the legal requirements for using Clearfront?

Clearfront is for legal and authorized use only. Users are solely responsible for ensuring compliance with all applicable laws and regulations. Investigate only targets you own or have explicit permission to investigate. See DISCLAIMER.md in the repository.

Can Clearfront run offline?

Yes. Use a local Ollama model as the AI backend (`--provider ollama`) and skip optional API keys. Many tools (DNS, WHOIS, local EXIF extraction) work without network calls. Tools requiring external APIs (Shodan, VirusTotal, breach databases) will return errors if keys are absent.

README (reference)

Source of truth, from the repository.

<!-- mcp-name: sh.clearfront/clearfront --> <div align="center"> <h1>Clearfront</h1> <p><strong>Open-source AI intelligence on your digital footprint.</strong></p> <p>Clearfront, also known as Clearfront OSINT, is a free and open-source OSINT agent. Give it an email, username, domain, IP, or name, and its AI security analyst scans 3,400+ public data sources in one sweep, then returns a calibrated report and an interactive evidence graph. Check your own exposure, or investigate an authorized target. It runs locally with your own API keys and sends nothing to us.</p> <p>Interactive REPL · CLI · local web console · MCP server · agent skill. Powered by Anthropic Claude, a local Ollama model, or any OpenAI-compatible endpoint.</p> </div> <div align="center">

Python License MIT MCP Version

clearfront.sh · Disclaimer

</div>
  • 30 modular tools, email, username (sherlock + WhatsMyName), broad username discovery across 3,400+ sites (maigret), search-based footprint discovery, IP, IP self-exposure report, domain, WHOIS, breach, Gravatar profile, EmailRep reputation, phone, paste, EXIF/GPS metadata, Shodan, VirusTotal, Censys, IP2Location, AbuseIPDB, GitHub (profile + public code/secret exposure), DNS, subdomain discovery via certificate transparency (crt.sh), historical URL recovery via the Wayback Machine (Internet Archive), mass-scan visibility (GreyNoise Community), infostealer-exposure check (Hudson Rock, free tier, no plaintext credentials), dork generation, live dork search, URL scraping, BTC/ETH address lookup, and passive domain recon (theHarvester)
  • MCP server built in, expose all 30 tools natively to Claude Code, Claude Desktop, and any MCP-compatible client
  • Three AI backends, Anthropic Claude (default), local Ollama, or any OpenAI-compatible endpoint; tool results come from real subprocess calls, never hallucinated
  • Fully async, parallel tool execution via asyncio.gather() with hard subprocess timeouts
  • MIT licensed, no embedded LLM; bring your own API key or run fully offline

Legal Disclaimer: Clearfront is intended for legal and authorized use only. Users are solely responsible for ensuring their use complies with all applicable laws and regulations. The authors accept no liability for misuse. See DISCLAIMER.md.

What is Clearfront?

Clearfront is an AI agent for Open Source Intelligence with five interfaces: an interactive terminal REPL, a direct CLI, a browser-based web console, an MCP server exposable to Claude Code, Claude Desktop or any MCP-compatible client, and an agent skill for any client following the Agent Skills standard. The AI layer uses Anthropic's native tool use API (or a local Ollama model, or any OpenAI-compatible endpoint): the model issues hard stops when it needs a tool, your code executes the real binary, the actual output goes back, hallucination in tool results is structurally impossible.

Installation

pip install clearfront

Or from source, if you want to modify it:

git clone https://github.com/scottmartinanderson/clearfront
cd clearfront
pip install -e .

External binaries (must be in PATH):

BinaryPurposeInstall
holeheEmail account enumerationpip install holehe
sherlockUsername enumeration (300+ platforms)pip install sherlock-project
sublist3rSubdomain enumerationpip install sublist3r
phoneinfogaPhone number intelligenceDownload binary
theHarvesterPassive domain recon (emails/subdomains)pip install git+https://github.com/laramies/theHarvester.git

If a binary is absent, the corresponding tool returns a descriptive error string. All other tools remain operational.

Quick Start

# Interactive AI REPL (default)
clearfront

# Web interface
clearfront web

# Direct tool (no AI)
clearfront email target@example.com

Configuration

Store all keys in a .env file at the project root (copy .env.example). python-dotenv loads it automatically at startup.

VariableToolRequiredPurpose
ANTHROPIC_API_KEYAI agentYes (or use Ollama / OpenAI)Anthropic API key
OPENAI_BASE_URLAI agentOptionalBase URL of an OpenAI-compatible endpoint (e.g. http://localhost:4000/v1). When set and ANTHROPIC_API_KEY is absent, it is used as the AI backend (takes precedence over Ollama). The model must support tool/function calling.
OPENAI_API_KEYAI agentOptionalAPI key for the OpenAI-compatible endpoint (local servers may ignore it)
OPENAI_MODELAI agentOptionalModel name to request from the endpoint (default: gpt-4o-mini)
HIBP_API_KEYsearch_breachOptionalHaveIBeenPwned v3, get one
IPINFO_TOKENsearch_ipOptionalipinfo.io higher rate limits
SHODAN_API_KEYsearch_shodanOptionalShodan API, get one
VIRUSTOTAL_API_KEYsearch_virustotalOptionalVirusTotal API v3, get one
IP2LOCATION_API_KEYsearch_ip2locationOptionalIP2Location.io enhanced IP intelligence, get one
CENSYS_PAT + CENSYS_ORG_IDsearch_censysOptionalCensys Platform API: Personal Access Token + Organization ID, get one
ABUSEIPDB_API_KEYsearch_abuseipdbOptionalAbuseIPDB v2, get one
GITHUB_TOKENsearch_githubOptionalGitHub API, raises rate limit from 60 to 5000 req/h, get one
SERPER_API_KEYsearch_dorks_live, search_footprintOptionalSerper.dev Google SERP API, the preferred SERP backend (~$1/1k, 2,500 free), get one.
BRIGHTDATA_API_KEYsearch_dorks_live, scrape_urlOptionalBright Data API key, get one (free tier: 5,000 req/month).
BRIGHTDATA_SERP_ZONEsearch_dorks_liveOptionalYour Bright Data SERP API zone name (e.g. serp_api1).
BRIGHTDATA_UNLOCKER_ZONEscrape_urlOptionalYour Bright Data Web Unlocker zone name (e.g. web_unlocker1).

The Bright Data link above is a referral link; signing up through it supports Clearfront at no extra cost to you.

Optional Python packages:

PackagePurposeInstall
ollamaLocal LLM backend (no API key)pip install ollama (also install the Ollama runtime)
openaiOpenAI-compatible backend for the REPL/CLI (--provider openai)pip install "clearfront[openai]"
shodanShodan API clientpip install shodan
reportlabPDF report exportpip install reportlab
censysCensys API clientpip install censys

Tools

ToolPowered byWhat it investigates
search_emailholeheSocial accounts linked to an email address
search_usernamesherlockUsername presence across 300+ platforms
search_breachHaveIBeenPwned v3 APIData breach exposure
search_whoispython-whoisDomain registrant and DNS info
search_ipipinfo.ioGeolocation, ASN, hostname
search_domainsublist3rSubdomain enumeration
search_crtcrt.shSubdomains from certificate transparency (keyless, passive)
search_waybackInternet ArchiveHistorical/deleted URLs archived under a domain (keyless, passive)
search_greynoiseGreyNoise CommunityMass-scanner noise vs. targeted actor for an IP (free, 50/week)
generate_dorksbuilt-in12 targeted Google dork URLs (no network calls)
search_pastepsbdmp.wsPastebin dump mentions
search_phonephoneinfogaCarrier, country, line type
search_shodanShodan APIOpen ports, banners, CVEs
search_virustotalVirusTotal API v3Verdict from 70+ antivirus engines
search_ip2locationIP2Location.io APIEnhanced IP intel: VPN/Proxy/Tor/datacenter flags
search_censysCensys Search APIInternet-facing infrastructure, certificates
search_abuseipdbAbuseIPDB v2 APIIP abuse reputation: confidence score, reports, country, ISP
search_githubGitHub REST APIProfile, repos, commit-discovered emails, username/keyword search
search_dnsdnspython (built-in)A/AAAA/MX/NS/TXT/CNAME/SOA records; SPF, DMARC, DKIM analysis
search_dorks_liveBright Data SERP APILive Google search results for dork queries (title, URL, snippet)
scrape_urlBright Data Web UnlockerFetch any URL bypassing Cloudflare/CAPTCHA, returns clean Markdown
search_maigretmaigretUsername presence across 3,400+ sites
search_footprintSERP (Serper / Bright Data / DuckDuckGo)Search-based footprint discovery for a name or handle
search_gravatarGravatar APIPublic Gravatar profile for an email: avatar, display name, linked accounts
search_emailrepEmailRep.ioEmail reputation and footprint summary
search_hudsonrockHudson Rock Cavalier (free)Infostealer-exposure check for an email or username (no plaintext credentials)
search_exifexiftoolEXIF / IPTC / XMP metadata and embedded GPS from a local file
search_cryptopublic chain APIsBitcoin / Ethereum address summary: balance, transaction count
search_harvestertheHarvesterPassive domain recon: emails, subdomains, hosts
search_exposurebuilt-in (composite)Self-exposure report for an IP across the infrastructure tools

Interfaces

Interactive REPL

Run clearfront with no arguments to start the AI-powered REPL. Type a target (email, username, domain, IP, name) or a question; the agent decides which tools to run, chains them on findings, and compiles a report.

REPL commands: <target>, clear, save, tools, config, history, help, exit / Ctrl-D.

All sessions are auto-saved to ~/.clearfront/history/. Browse with clearfront history.

Web UI

pip install "clearfront[web]"
clearfront web
# Opens http://localhost:8080 automatically

Browser-based AI chat with streaming tool output, inline result cards, and a light/dark theme toggle. Supports fully local inference via Ollama or any OpenAI-compatible endpoint (no Anthropic API key required when using a local backend).

The console runs entirely locally and binds to 127.0.0.1 by default. Choose your backend and paste your own key in Settings; your keys and the targets you investigate never touch our servers. Screenshots are in media/.

MCP Server

Expose all 30 tools to any MCP-compatible AI client.

Claude Code:

claude mcp add clearfront python /absolute/path/to/clearfront/mcp_server.py
claude mcp list

Claude Desktop, add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "clearfront": {
      "command": "python",
      "args": ["/absolute/path/to/clearfront/mcp_server.py"]
    }
  }
}

Agent Skill

skills/clearfront-osint teaches an agent how to drive Clearfront: which approach fits a given request, the direct subcommands, how to read the confidence ratings, and the authorized-use rules. It follows the Agent Skills open standard, so it works in Claude Code, Cursor, Codex, Copilot, VS Code, Gemini, Windsurf, Zed and the other skills-compatible clients.

npx skills add scottmartinanderson/clearfront

Install Clearfront itself as well (pip install clearfront); the skill is the instructions, not the tool. Use the skill when you want the agent to decide how to run a sweep, and the MCP server above when you want it calling the 30 tools directly.

Docker

docker compose up --build
docker compose run --rm clearfront email target@example.com --json

Set ANTHROPIC_API_KEY (and optionally HIBP_API_KEY, IPINFO_TOKEN) in a .env file or export them before running. Reports persist to ./reports/ via a volume mount.

CLI Reference

Flag / SubcommandDescription
clearfrontInteractive AI REPL (default)
clearfront web [--port N] [--no-browser]Launch browser UI
clearfront email ADDRESS [-t N]Direct email scan
clearfront username HANDLE [-t N]Direct username scan
clearfront shodan QUERY [-t N]Shodan lookup
clearfront virustotal TARGET [-t N]VirusTotal lookup
clearfront censys TARGET [-t N]Censys lookup
clearfront ip2location IP [-t N]IP2Location lookup
clearfront abuseipdb IP [-t N]AbuseIPDB reputation check
clearfront github QUERY [-t N]GitHub profile/repo/email discovery
clearfront dns DOMAIN [-t N]DNS records + email security analysis
clearfront multi TARGETSParallel multi-target investigation (max 10)
clearfront graph TARGET [-o PATH] [--format graphml|json|mermaid|all]Auto-pivot and export the entity correlation graph (GraphML/JSON/Mermaid)
clearfront history [--all] [open N] [clear]View/manage REPL session history
-v, --verboseEnable debug logging to stderr
-t, --timeout NOverride subprocess timeout (seconds)
--api-key KEYAnthropic API key (overrides env var)
--parallelRun complementary tools concurrently
--jsonOutput results as structured JSON
-o, --output FILEWrite results to FILE instead of stdout (raw; combine with --json for a JSON file)
--provider {anthropic,ollama,openai}AI provider (default: anthropic)
--ollama-model MODELOllama model name (default: llama3.2)
--ollama-host URLOllama server URL (default: http://localhost:11434)
--openai-base-url URLOpenAI-compatible endpoint base URL (env: OPENAI_BASE_URL)
--openai-model MODELModel to request from the endpoint (env: OPENAI_MODEL)
--openai-api-key KEYAPI key for the endpoint (env: OPENAI_API_KEY)
--no-pdfDisable automatic PDF generation

Contributing

Issues and pull requests are welcome. See CONTRIBUTING.md for the development workflow and coding conventions. Please read DISCLAIMER.md before contributing.

License

Clearfront is open source under the MIT License.

The bundled username dataset clearfront/tools/data/wmn-data-unique.json is a filtered adaptation of the WhatsMyName project by Micah Hoffman, used under the CC BY-SA 4.0 license; that file (and adaptations of it) remains under CC BY-SA 4.0. See clearfront/tools/data/NOTICE.


For authorized security research only. See DISCLAIMER.md.

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