
Studentloan MCP server
Which MCP servers are Studentloan's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-11-01
- Registry namehelp.studentloan/studentloan-helpverified in the MCP registry
The registry name sits under studentloan.help. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-11-01
- Tools3
- Server calls itselfstudentloan-help
- Server version1.0.0
- Protocol version2025-06-18
On 2026-11-01 the server answered initialize and tools/list without a sign-in. First answer in 139 ms.
- Whether its tools do the product's job has not been judged yet.
- Checked on 1 of the 7 days it takes to judge reliability.
Once connected
- For "compare monthly payments across RAP, IBR, and standard repayment plans", the likely first call is compare_repayment_plans.
Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 1 so far
- Answeredmeasuring1 of the 7 daily checks it takes to print a share
- Median first answer216 ms
- Space in an agent's context≈ 2,093 tokensthe definitions of all its tools (3), which an agent carries on every turn
- Tool definitionsA · 100 of 100
- Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
- Every tool passes all six checks.
What an agent can do with it
- can do · compare monthly payments across RAP, IBR, and standard repayment plans
- not sure · estimate whether PSLF could forgive the remaining federal loan balance
- not sure · weigh refinancing federal loans against the federal protections you would lose
Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?
Worth a look
None of the five warning signs in these definitions.
A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →
compare_repayment_plansEstimates each federal repayment plan on the borrower's own numbers (RAP, IBR, 10-year Standard, Tiered Standard under the 2026 rules): first monthly payment, total paid, years to payoff or forgiveness, amount forgiven, which plans are…
compare_refinance_offerGiven an APR and term a lender has offered, returns the refinanced monthly payment and total, compares it with the cheapest federal plan (or with PSLF, which refinancing would end), and lists the federal protections lost. Same math as the…
get_plan_rulesThe published rules behind each federal student loan plan as studentloan.help states them: RAP, IBR, Standard, Tiered Standard, PSLF, Parent PLUS, the end of SAVE and the 2026 poverty guidelines. Returns the formulas, dates and limits…
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"studentloan-help": {
"type": "http",
"url": "https://studentloan.help/mcp"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http studentloan https://studentloan.help/mcpclaude.ai, ChatGPT and other clients: add https://studentloan.help/mcp as a custom connector in the settings.
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
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