What is medify-mcp-maintain?

A maintenance guide for the Medify courses API client and its MCP tools. Medify is an online study platform, and an MCP server lets an AI assistant call these course and score functions.

Use it when changing Medify API requests, score handling, analysis features, MCP tool wiring, related skills, or the project README.

It keeps authentication, score retrieval, data conversion, analysis modules, tools, and documentation aligned when the codebase changes.

How ankitforcode/medify-mcp-server configures Cursor

Reuse

Borrowing it

Nothing to install: this file belongs to ankitforcode/medify-mcp-server. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/ankitforcode/medify-mcp-server/main/.cursor/skills/medify-mcp-maintain/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/ankitforcode/medify-mcp-server

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/ankitforcode/medify-mcp-server/medify-mcp-maintain/github.svg)](https://agentmods.dev/skills/ankitforcode/medify-mcp-server/medify-mcp-maintain)

Your own site

<a href="https://agentmods.dev/skills/ankitforcode/medify-mcp-server/medify-mcp-maintain"><img src="https://agentmods.dev/badge/skills/ankitforcode/medify-mcp-server/medify-mcp-maintain/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/ankitforcode/medify-mcp-server/medify-mcp-maintain"><img src="https://agentmods.dev/badge/skills/ankitforcode/medify-mcp-server/medify-mcp-maintain.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 754 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00053	$0.00754
Opus 5.5	$0.00021	$0.00302
Sonnet 5.5	$0.00011	$0.00151
Haiku 4.5	$0.00005	$0.00075

Measured 2mo ago against content hash 4b00e2bfeebc, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

medify-mcp-maintain scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/skills/medify-mcp-maintain/SKILL.md · 65 lines

How it starts

The opening of the file, as written. The whole thing — 65 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Maintain medify-mcp-server

Layout

src/
  index.ts              # stdio MCP server + tool switch
  medify/client.ts      # login, cookie jar, fetchJson / fetchJsonApi
  medify/endpoints.ts   # mock cache, topic + script detail fetch
  medify/normalize.ts   # scores-stats → MockResult, merge/dedupe
  analysis/             # trends, topics, timing, recommendations
  tools/                # MCP schemas + handlers
.cursor/skills/
  medify-ucat-analysis/ # end-user analysis skill (keep in sync with tools)
  medify-mcp-maintain/  # this skill

Hard rules for Medify HTTP

Do not treat /m/ucat/exams/completed HTML as the score API — it is an Ember SPA shell. Accept: application/json often returns 406.
Do use:
- GET /courses-api/mock-scores-stats?course=ucat — Accept: application/json (scaled series)
- GET /courses-api/mock-exam-scripts?filter[completed]=true&filter[course]=ucat — Accept: application/vnd.api+json
- GET /courses-api/mock-exam-scripts/:id?include=questions.question-set — JSON:API detail + timings
- GET /courses-api/courses/ucat/topic-performances?timing=0 — Accept: application/json
Auth probe for check_connection = mock-scores-stats, not HTML routes.
Cookie jar may authenticate without env vars; keep that behaviour.

Adding or changing a tool

Implement pure analysis in src/analysis/ when possible (unit-testable).
Add fetch helpers on MedifyScoreService in endpoints.ts if new HTTP is needed.
Add Tool schema + handler in src/tools/.
Register in src/index.ts (TOOLS + switch).
Bump package.json version; keep server version in index.ts aligned.
Update skills in the same change:
- .cursor/skills/medify-ucat-analysis/SKILL.md (workflow / tool map)
- .cursor/skills/medify-ucat-analysis/tools-reference.md (args + defaults)
Update root README.md tools table if the public surface changed.
npm test && npm run build.

Analysis modules

Read the full file on GitHub · 65 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 65 lines · 53 tokens per session scan A 4b00e2bfeebc

Subscribe to this mod's changes

medify-mcp-maintain is a skill published in the GitHub repository ankitforcode/medify-mcp-server (1 stars, last pushed 3mo ago), licensed MIT. It adds 53 tokens to every session and 754 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

medify-mcp-maintain next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
medify-mcp-maintainankitforcode/medify-mcp-server	Skill	1	3mo ago	MIT	A	53	Cursor
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	today	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	today	MIT	A	103	Claude Code

medify-mcp-server: Skill for Cursor