Finology Software for Borrowers

For borrowers: payments on every federal plan, RAP to PSLF. Free login, 5 questions, no credit card

Should I use this

Quality & Safety

A
Description quality
93%
Schema completeness
83%
Naming quality
70%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (3)

  • LOWTool 'estimate_rap_monthly_payment' description lacks action verbin estimate_rap_monthly_payment
  • LOWTool 'compare_married_filing_jointly_vs_separately_student_loans' name length outside 3-30 rangein compare_married_filing_jointly_vs_separately_student_loans
  • LOWTool 'compare_federal_student_loan_repayment_plans' name length outside 3-30 rangein compare_federal_student_loan_repayment_plans

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,103Tokens (tool definitions)
~1.8 KBTypical response size
Moderate attention impact (0.86% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "student-loan": {
      "command": "npx",
      "args": [
        "@finology/mcp-server"
      ]
    }
  }
}

Runnable packages

npm@finology/mcp-server0.4.8stdio

Remote endpoints

https://mcp.finology.tech/freestreamable-http

What it can do

Tool inventory

No publishable tool enumeration has been recorded.

Community

Rate this Server

Evidence

Recent observations

failed observationversion not recorded—
failed observationversion not recorded—
failed observationversion not recorded—
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools