MCP server health, State of MCP census

Finology Student Loan Calculator

tech.finology/student-loan

Free, keyless federal student-loan math: RAP, IBR, ICR, PSLF. Logged+cited tier: verified-engine

healthy checked 2026-09-10 · 10/11 checks passed · keyless

Checks

The exact rows akashi check tech.finology/student-loan prints, from the 2026-09-09 census.

CheckStatusDetail
registry statuspassactive
server.json validpassvalidates against its declared JSON Schema
repo reachablepassexists
repo freshnesspasspushed 2d ago
package npmpasspublished (0.4.3)
remote reachablepassHTTP 200 via initialize
MCP conformancepassinitialize handshake ok
tools/listpass4 tools: compare_married_filing_jointly_vs_separately_student_loans, finology_service_info, compare_federal_student_loan_repayment_plans, estimate_rap_monthly_payment
at least one live entrypointpass3 alive
license presentpassMIT
spec 2026-07-28failat-risk: requires the removed Mcp-Session-Id session mechanism

Spec 2026-07-28 readiness

Verdict: at-risk(requires the removed Mcp-Session-Id session mechanism). Measured against the 2026-07-28 specification (ruleset 2026-07-28, compiled from the draft and re-diffed against the final text with no verdict-bearing rule changed) with read-only, keyless calls; see the ecosystem readiness report for how this server compares.

Accepts handshake-free callsno
server/discover implementedno
Session independencesession required
Routing headers enforcedignored

Advisory: no resultType on results; no cache metadata on list results; declares the deprecated logging capability; negotiates 2025-06-18.

Evidence

Packages

  • npm @finology/mcp-server · published(0.4.3)

Remote endpoints

  • https://mcp.finology.tech/free

    streamable-http · reachable· HTTP 200· initialize_ok

    4 tools: compare_married_filing_jointly_vs_separately_student_loans, finology_service_info, compare_federal_student_loan_repayment_plans, estimate_rap_monthly_payment

server.json

validagainst its declared schema

One of 29522 servers in the 2026-09-09 State of MCP census: 23538 healthy (79.7%), 4664 degraded (15.8%), 1162 dead (3.9%), 158 unknown (0.5%).

Verify it yourself

This page is a static read of one dated probe. Run the same check locally, any time, with no key:

$ akashi check tech.finology/student-loan

Install Akashi - single Go binary, zero keys, MIT licensed.

Is this your server?

Claiming a server (an auto-refreshing badge and a verified publisher profile) is coming soon. Until then, embed the verified-on-date badge yourself with akashi check tech.finology/student-loan --badge.

Open data, CC BY 4.0. How this census works - denominator, tiers, and what each check does.