mcp-registry/com.incrediblefi/loan-marketplace · v1.0.0
As of 2026-10-17 19:52 UTC, the Incrediblefi Loan Marketplace MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
AI-powered loan marketplace. Match users with 100+ lenders — any credit score or employment status.
Claude Code
claude mcp add --transport http incrediblefi-loan-marketplace-mcp-server https://www.incrediblefi.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"incrediblefi-loan-marketplace-mcp-server": {
"type": "http",
"url": "https://www.incrediblefi.com/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
1 tool definition(s) exceed ~1,200 tokens each (largest: submit_loan_application, ~1,633).
Move long reference material out of descriptions (link a doc or expose a resource), drop repeated examples, and collapse large enums. Trimming these to ~600 tokens saves ~1,033 tokens every session.
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones.
1 tool(s) look like they change state (create/send/delete/pay…) but declare no destructiveHint.
Set annotations {"readOnlyHint": false, "destructiveHint": true|false, "idempotentHint": …}. Clients use these to ask the user before a side effect and to auto-approve safe reads.
Handshake + tools/list takes ~2,797 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fcom.incrediblefi%2Floan-marketplace/fixes
{
"name": "get_loan_application_fields",
"description": "Get the loan application form fields, their types, allowed values, and validation rules. Call this first to understand what information is needed to submit a loan application.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "submit_additional_information",
"description": "Submit additional information for a loan application that previously returned \"additional_information_needed\". Requires the application_reference token from that response.",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"application_reference",
"employerName",
"employerPhone",
"nextPayDate",
"routingNumber",
"accountNumber",
"ownsVehicle",
"hasDriverLicense"
],
"properties": {
"nextPayDate": {
"type": "string",
"description": "Your next pay date Format: YYYY-MM-DD. The date your next paycheck will be deposited. Must be today or within the next 31 days."
},
"ownsVehicle": {
"type": "string",
"description": "Whether you own a car, truck, or other vehicle — and whether it is paid off or financed. Natural language and synonyms are accepted. Options: Yes - paid off, Yes - making payments, No"
},
"employerName": {
"type": "string",
"description": "Employer name Name of your current employer or business. For verification only — your employer will not be contacted."
},
"licenseState": {
"type": "string",
"description": "State that issued your driver's license Two-letter state abbreviation (e.g. CA, TX). Required if you have a driver's license."
},
"accountNumber": {
"type": "string",
"description": "Bank account number Your checking account number — found on a check or in your banking app. 4-25 digits. Used to deposit funds if matched."
},
"employerPhone": {
"type": "string",
"description": "Employer phone number 10-digit phone number for your employer. For verification only — your employer will not be contacted."
},
"licenseNumber": {
"type": "string",
"description": "Driver's license number 4-25 alphanumeric characters as printed on your license. Required if you have a driver's license."
},
"routingNumber": {
"type": "string",
"description": "Bank routing number 9-digit ABA routing number for your checking account — found at the bottom left of a check or in your banking app. Used to deposit funds if matched."
},
"hasDriverLicense": {
"type": "string",
"description": "Final identity check — one last step to see your offers. Natural language and synonyms are accepted. Options: Yes, No"
},
"application_reference": {
"type": "string",
"description": "Reference token from the previous submit_loan_application response"
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}{
"name": "submit_loan_application",
"description": "CONSENT REQUIRED BEFORE CALLING THIS TOOL. Before submitting a loan application, you MUST display the following disclosure to the user verbatim and obtain their explicit agreement (e.g. they say \"I agree\", \"I consent\", or \"Yes\"). Do NOT call this tool until the user has explicitly agreed.\n\nDISCLOSURE:\n\"By submitting this application, you: (1) consent to and agree with IncredibleFi's Terms of Service, Privacy Policy, Credit Authorization Agreement, E-Consent, Arbitration Notice, Advertiser Disclo",
"inputSchema": {
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"loanAmount",
"loanPurpose",
"monthlyIncome",
"totalDebt",
"creditScore",
"employmentStatus",
"paymentFrequency",
"streetAddress",
"city",
"state",
"zipCode",
"homeOwnership",
"hasCheckingAccount",
"directDeposit",
"firstName",
"lastName",
"dateOfBirth",
"email",
"phone",
"socialSecurityNumber",
"tcpaConsent"
],
"properties": {
"city": {
"type": "string",
"description": "City City of your current mailing address."
},
"email": {
"type": "string",
"description": "Email address Your email address. Kept private and secure — used to send your loan match results."
},
"phone": {
"type": "string",
"description": "Phone number 10-digit US mobile or home phone number. Cannot start with 0 or 1."
},
"state": {
"type": "string",
"description": "State Two-letter US state abbreviation (e.g. CA, TX, NY, FL)."
},
"zipCode": {
"type": "string",
"description": "ZIP code 5-digit US ZIP code for your mailing address."
},
"lastName": {
"type": "string",
"description": "Last name Legal last name — required to verify your identity. 2-30 letters only."
},
"firstName": {
"type": "string",
"description": "First name Legal first name — required to verify your identity. 2-30 letters only."
},
"totalDebt": {
"type": "string",
"description": "Total outstanding unsecured debt (credit cards, personal loans, medical bills, etc.) — not including mortgage or auto loans. An estimate is fine. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: $20,000 or More, $15,000 - $20,000, $10,000 - $15,000, $5,000 - $10,000, $3,000 - $5,000, $2,000 - $3,000, $1,000 - $2,000, None"
},
"loanAmount": {
"type": "number",
"maximum": 40000,
"minimum": 100,
"description": "Amount in US dollars between $100 and $40,000. We'll find the best options for you based on this amount. Minimum: $100 Maximum: $40000"
},
"creditScore": {
"type": "string",
"description": "All credit scores are welcome — including no credit history. This helps us match you with the right lenders. Checking does not impact your score. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Excellent (720+), Good (660-719), Fair (600-659), Poor (Under 600), No credit or not sure"
},
"dateOfBirth": {
"type": "string",
"description": "Date of birth Format: YYYY-MM-DD. Must be 18 or older. Required to verify your identity."
},
"loanPurpose": {
"type": "string",
"description": "Choose the option that best describes the primary reason for the loan. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Bills, Purchases, Loan Repayment, Rent or Mortgage, Emergency Expenses, Debt Consolidation, Other, Home Improvement, Education, Travel, Medical Expense, Car Purchase, Business"
},
"tcpaConsent": {
"type": "boolean",
"description": "Set to true ONLY after you have displayed the full TCPA/consent disclosure to the user verbatim and the user has explicitly agreed (e.g. said \"I agree\" or \"I consent\"). Never set this to true without explicit user agreement."
},
"directDeposit": {
"type": "string",
"description": "Whether your income is automatically deposited into your bank account by your employer or benefits provider. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Yes, No"
},
"homeOwnership": {
"type": "string",
"description": "Your current housing situation. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Own, Rent"
},
"monthlyIncome": {
"type": "string",
"description": "Your take-home pay after taxes, per month. An estimate is fine — this helps match you with lenders who fit your income level. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: $10,000 or More, $9,000 - $10,000, $8,000 - $9,000, $7,000 - $8,000, $6,000 - $7,000, $5,000 - $6,000, $4,000 - $5,000, $3,000 - $4,000, $2,500 - $3,000, $2,000 - $2,500, $1,500 - $2,000, Below $1,500"
},
"streetAddress": {
"type": "string",
"description": "Street address Your current US mailing address — for verification only. Example: 123 Main St"
},
"employmentStatus": {
"type": "string",
"description": "Choose what best applies. All employment types are accepted including benefits recipients and military. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Employed, Self-employed, Unemployed, Active-duty military"
},
"paymentFrequency": {
"type": "string",
"description": "Your pay schedule — how often income is deposited into your account. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Monthly, Twice a month, Bi-weekly, Weekly"
},
"hasCheckingAccount": {
"type": "string",
"description": "A checking account is typically required for loan deposit. Savings accounts do not qualify. Natural language and synonyms are accepted (e.g. \"fair\", \"consolidate debt\", \"biweekly\", \"4500\"). Options: Yes, No"
},
"socialSecurityNumber": {
"type": "string",
"description": "Social Security Number 9-digit SSN with no dashes (e.g. 123456789). For identity verification only — does not impact your credit score. Transmitted with bank-level encryption."
}
}
},
"annotations": {
"readOnlyHint": false,
"destructiveHint": false,
"idempotentHint": false
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/com.incrediblefi/loan-marketplace"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/com.incrediblefi/loan-marketplace"}) over MCP.
submit_loan_application ~1,633 tokenssubmit_additional_information ~633 tokensget_loan_application_fields ~92 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fcom.incrediblefi%2Floan-marketplace?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fcom.incrediblefi%2Floan-marketplace?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.incrediblefi%2Floan-marketplace.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fcom.incrediblefi%2Floan-marketplace.svg :target: https://glimind.com/server/mcp-registry%2Fcom.incrediblefi%2Floan-marketplace?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:4d756e20c6a61806…, first seen 2026-10-17, included at leaf 4871 of 18,330. Version history · verify what your client received.
Compare: most reliable data servers · most reliable finance servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-17 19:52 UTC, the Incrediblefi Loan Marketplace MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks.
Incrediblefi Loan Marketplace MCP server advertises 3 tools, including get_loan_application_fields, submit_additional_information, submit_loan_application.
Point your MCP client at this streamable-http endpoint: https://www.incrediblefi.com/mcp
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.