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Scam-call pattern recognition — common tactics, a verification method, and a red-flags risk score
Unify Dynamics LLC
Real questions, and the tools your agent calls to answer them.
list_scam_patternsget_scam_patternverification_methodologyscore_call_riskrisk_flag_referenceScamCallID is a robocall/scam-call pattern-recognition educational reference — it does not look up, identify, or trace real phone numbers. list_scam_patterns gives the full catalog. get_scam_pattern returns full detail on one pattern (government/IRS impersonation, tech-support scam, grandparent/family-emergency scam, prize/lottery scam, extended-car-warranty robocall, one-ring/Wangiri callback scam): how it works, tell-tale signs, what the scammer wants, and a reality-check fact. verification_methodology explains the single most reliable way to check whether a call claiming to be from an organization is real: hang up and call back on a number you found yourself, never one the caller gave you. score_call_risk takes described call characteristics and computes a real weighted red-flags score out of 100 with a risk tier and explanation. risk_flag_reference lists every flag it accepts. Hand-curated from FTC, FCC, and AARP Fraud Watch Network guidance. Keyless; fully local; zero upstream calls; nothing stored.
Sources: Hand-curated from widely published public consumer-fraud guidance (FTC, FCC, AARP Fraud Watch Network); fully local, zero upstream calls. Does not perform real phone-number lookups.
The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.
5 tools, grouped by job. Every one is read-only or compute-only.
https://scamcallid.connectorbay.com/mcpLook up indicators (IPs, domains, URLs), threats and feeds in Pulsedive threat intelligence and search its dataset with BYOK
Brand-neutral VPN and privacy-tool concept reference: what a VPN does and doesn't do, plus a category comparison and glossary
Digital-asset and password-inheritance planning: a checklist, access framework, and glossary
The 5-stage anatomy of a tech-support scam, red flags, and a recovery checklist
Password-reuse risk score, credential-stuffing explainer, and a password-manager migration guide
Phishing red-flags checklist, URL-inspection guide, and a real lookalike-domain detector
https://scamcallid.connectorbay.com/mcpPOST https://scamcallid.connectorbay.com/v1/tools/{tool_name}, described by the OpenAPI 3.1 spec at https://scamcallid.connectorbay.com/openapi.jsonAuthorization: Bearer <key> raises rate limits.https://scamcallid.connectorbay.com/health · Tool schemas: https://scamcallid.connectorbay.com/tools.jsonA call comes in claiming to be the IRS, your bank, or a grandchild in trouble, and you need to know — right now — whether the tactics being used match a known scam pattern, and how to actually verify who's calling. ScamCallID answers that from one hand-curated reference of common scam-call patterns.
ScamCallID does not look up, identify, or trace real phone numbers. It is a companion to a phone-lookup app's EDUCATIONAL side — teaching the tactics scam calls use — not a replacement for a number-lookup service, and it can never tell you who actually called you.
list_scam_patterns gives the full catalog of common scam-call patterns. get_scam_pattern returns full
detail on one pattern by name or natural-language description — government/IRS impersonation, tech-support
scam, grandparent/family-emergency scam, prize/lottery scam, extended-car-warranty robocall, or one-ring/
Wangiri callback scam — including how it works, its tell-tale signs, what the scammer is actually after, and a
reality-check fact about how the real organization operates. verification_methodology explains the single
most reliable way to check whether a call claiming to be from an organization is real: hang up, then contact
the organization yourself using a number or channel you already trust, never one the caller gave you, since
caller ID can be spoofed. score_call_risk takes a set of described call characteristics (unsolicited call,
claimed government/bank/tech identity, manufactured urgency, threats, a request for gift cards/wire/crypto,
a request to stay on the line or keep it secret, a request for remote computer access, a request to "verify"
personal or account info) and computes a real weighted red-flags score out of 100, a risk tier, and which
flags matched and why each one matters. risk_flag_reference lists every flag score_call_risk accepts.
Every pattern in ScamCallID's dataset was checked against widely published public consumer-fraud guidance from the Federal Trade Commission (FTC), the Federal Communications Commission (FCC), and the AARP Fraud Watch Network before being written into the reference data.
ScamCallID is not a phone-number lookup or caller-ID service — it never receives, stores, or attempts to
identify an actual phone number, and it cannot tell you who called you. It is not a fraud-investigation or
law-enforcement tool — score_call_risk describes how closely a described call matches known scam
tactics, which is a pattern match, not a verdict, and a low score never proves a call is legitimate any more
than a high score proves it's a scam. And it is never a substitute for independent verification — for any
call asking for money, payment codes, remote computer access, or personal information, verify independently
using verification_methodology before doing anything the caller asked.
list_scam_patterns — The full catalog of common scam-call patterns this reference covers, each with a one-line summary of how it works. Use for "what kinds of phone scams are there".
get_scam_pattern — Full detail on one scam-call pattern: how it works, its tell-tale signs, what the scammer is actually after, and a reality-check fact about how the real organization operates. Use for "someone called claiming to be the IRS", "what's a grandparent scam". Args: pattern.
verification_methodology — The single most reliable method for checking whether a call claiming to be from an organization is real: hang up, then contact the organization yourself using a number or channel you already trust — never one the caller gave you, since caller ID can be spoofed. Use for "how do I know if this call from my bank is real".
score_call_risk — A computed red-flags risk score (0-100) from user-described call characteristics, with a risk tier and an explanation of which flags matched and why. Scores a described call, never a real phone number. Use for "score this call: they asked for gift cards and threatened arrest". Args: 8 boolean flags (see risk_flag_reference).
risk_flag_reference — Every flag score_call_risk accepts, with its scoring weight and why it matters.
ok: true with data, or ok: false with a structured error (bad_input). Every response carries the no-real-lookup attribution.Retry-After. initialize and tools/list are never counted.agent@connectorbay.com · connectorbay.com/scamcallid/support
Effective 28 September 2026. Unify Dynamics LLC ("we", "us"), Menlo Park, California.
What ScamCallID is. ScamCallID is a connector (an MCP server and REST API) that AI assistants and personal agents call on your behalf for scam-call pattern-recognition education: a catalog of common scam-call patterns, an independent-verification methodology, and a computed red-flags risk score from a described call. You interact with your assistant; the assistant sends us only the arguments needed for that one lookup or calculation.
ScamCallID never performs a real phone-number lookup. It does not accept, process, retain, or attempt to
identify an actual telephone number, caller ID value, or call record. score_call_risk takes only boolean
descriptions of a call's characteristics (for example, "asked for gift cards: yes/no") — never a phone number,
recording, or transcript of the actual call.
What we receive. The arguments of each tool call — for example, a pattern name like "irs scam" or a set of boolean call characteristics — the technical headers needed to serve the request (an IP address or a client identifier supplied by the assistant, and a Pro API key if you have one), and standard server logs.
Everything is answered from a bundled reference file or computed from your arguments, and nothing is stored. No request is forwarded to any third party — there is no upstream call at all — and no query is logged in request bodies, recorded, or used to train anything. Each request is answered independently and nothing carries over between requests; ScamCallID does not build a profile of who has called you or what scams you've encountered.
What we do not receive or store. We do not receive your conversation with the assistant, your name, an actual phone number, or a recording or transcript of any call. Rate-limit counters (a client identifier and timestamps) are held in memory for at most 24 hours. Hosting-provider access logs, which contain IP addresses and request paths but not request bodies, are retained for up to 30 days for security and abuse prevention.
Sub-processors. None — the entire dataset is bundled with the server and every response is computed locally. Hosting: Vercel (United States regions).
Legal bases and your rights. Our processing is necessary to provide the service you request through your assistant. Because we store no personal data beyond short-lived logs, requests to access, correct, or delete personal data are usually satisfied automatically; you can still contact agent@connectorbay.com and we will respond within 30 days. We do not sell or share personal information and do not use your data to train models.
Not a fraud-reporting or law-enforcement channel. If you have been the victim of a scam call, report it to the Federal Trade Commission at reportfraud.ftc.gov and, for unwanted or illegal robocalls, to the FCC at fcc.gov/complaints — ScamCallID does not file reports on your behalf and is not a substitute for doing so.
Changes. We will post changes here with a new effective date.
Effective 28 September 2026. These terms govern use of the ScamCallID connector ("the Service") operated by Unify Dynamics LLC ("we", "us").
score_call_risk scores how closely a
described call matches widely reported scam tactics. This is a pattern match against general education,
not a verdict, an accusation, or evidence of any individual's or organization's conduct. A low score never
proves a call is legitimate, and a high score is not proof of a crime.Email agent@connectorbay.com. We answer within two business days.
https://scamcallid.connectorbay.com/mcphttps://scamcallid.connectorbay.com/openapi.jsonWhen you report a problem, include the question you asked your agent, roughly when, and which agent you used (for example Claude, ChatGPT or Gemini). Never send us passwords, account numbers or ID numbers. ScamCallID never asks for them.