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Finology Student Loan Calculator

R2· OAuth, once

Student-loan math: RAP, IBR, ICR, PSLF. npx: no key. Remote: free login, no card, 5 questions total

v0.4.7 · active · repository · website · descriptor JSON · versions

An agent can connect after a one-time OAuth consent by a human.Remote endpoint behind OAuth 2. Tokens stay with the agent; the registry only exposes the authorization metadata.
Quality96strong
Trust96of 100
Uptime, 30 days100%
Latency p50526 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "student-loan": {
      "type": "http",
      "url": "https://mcp.finology.tech/free"
    }
  }
}
claude mcp add --transport http student-loan https://mcp.finology.tech/free
[mcp_servers.student-loan]
url = "https://mcp.finology.tech/free"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "student-loan": {
      "type": "remote",
      "url": "https://mcp.finology.tech/free",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "student-loan": {
      "type": "http",
      "url": "https://mcp.finology.tech/free"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=student-loan&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmZpbm9sb2d5LnRlY2gvZnJlZSJ9"
}
{
  "servers": {
    "student-loan": {
      "type": "http",
      "url": "https://mcp.finology.tech/free"
    }
  }
}
{
  "mcpServers": {
    "student-loan": {
      "httpUrl": "https://mcp.finology.tech/free"
    }
  }
}
extensions:
  "student-loan":
    enabled: true
    name: "student-loan"
    type: streamable_http
    uri: "https://mcp.finology.tech/free"
    timeout: 300

Quality 96 / 100strong

protocoln/a · weight 25
  • n/a
    protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)
authorization83 · weight 15
  • pass
    auth.prmProtected Resource Metadata (RFC 9728) published
  • pass
    auth.as_metadataauthorization server metadata reachable
  • warn
    auth.cimdonly Dynamic Client Registration, deprecated in 2026-07-28 in favour of CIMD
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 1,129 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvabledeps.dev does not know @finology/[email protected]

4 tools, about 1,129 tokens to load them all · tool set 7ecc506b74c1 · checked 2026-10-19 16:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance85
liveness100
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% +updated-13d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

@finology/[email protected] npmthis version is not known to the dependency resolver

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.finology.tech/free streamable-httpoauth2 AS: https://identity.finology.techyes100%526 ms–2026-10-19
packageregistryversionruntimesecrets
@finology/mcp-servernpm0.4.7–

Tools (4)

compare_federal_student_loan_repayment_plansread-onlyCompare every federal repayment plan a loan can elect (Standard, RAP, IBR, PAYE, ICR) on the current federal rules: monthly payment, lifetime cost, forgiveness timing and the estimated tax on forgiven balances. Plans the loan cannot elect are listed with the reason. For Parent PLUS it also runs the consolidation path unprompted, because that is the number that decides. loanType drives PLAN ELIGIBILITY, not just the rate: choose accurately.
compare_married_filing_jointly_vs_separately_student_loansread-onlyRun the same federal loan book filing jointly and filing separately and report the swing in the best income-driven plan's payment and lifetime cost. LOAN SIDE ONLY: the tax cost of filing separately is not modelled and the answer says so.
estimate_rap_monthly_paymentread-onlyEstimate the RAP (Repayment Assistance Plan) monthly payment from income, filing status and household size, on the current federal rules. RAP payment only: not a comparison and no forgiveness projection; use the plan comparison tool for that.
finology_service_inforead-onlyHow to go further than this free rung, in structured form: the self-serve paths for an advisor (app trial) and for a developer or operator (instant sandbox key, keyed MCP and REST endpoints, auth header), tiers and monthly limits, and what in these answers is an estimate. Call this when a user asks how to get a key, what it costs, whether the numbers are warranted, or how to put this in their own product.

Schemas: list_tools.

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Official server.json
{
  "name": "tech.finology/student-loan",
  "title": "Finology Student Loan Calculator",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.finology.tech/free",
      "type": "streamable-http"
    }
  ],
  "version": "0.4.7",
  "packages": [
    {
      "version": "0.4.7",
      "transport": {
        "type": "stdio"
      },
      "identifier": "@finology/mcp-server",
      "registryType": "npm",
      "environmentVariables": [
        {
          "name": "FINOLOGY_API_BASE_URL",
          "format": "string",
          "description": "Optional. Overrides the calculation engine endpoint. Defaults to https://engine.finology.tech and should be left unset unless you are testing against a different environment."
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/Finology-tech/finology-mcp",
    "source": "github"
  },
  "websiteUrl": "https://finology.tech",
  "description": "Student-loan math: RAP, IBR, ICR, PSLF. npx: no key. Remote: free login, no card, 5 questions total"
}