# StudiePoint AI

> 300+ African scholarships, GPA conversion & 1,700+ visa routes for postgrad students.

- name: io.github.chinedum-okoli/studiepoint-ai
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 94/100
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.chinedum-okoli%2Fstudiepoint-ai
- tools: https://api.protogrid.dev/v1/servers/io.github.chinedum-okoli%2Fstudiepoint-ai/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "studiepoint-ai": {
      "type": "http",
      "url": "https://studiepoint.ai/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 85
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-87d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_scholarships (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); convert_gpa (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); check_visa (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,713 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 6, about 1,713 tokens to load them all
- tool set hash: 8f60160f1b85c92977f1ffa1c193bee4
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.chinedum-okoli/studiepoint-ai.svg)](https://protogrid.dev/servers/io.github.chinedum-okoli/studiepoint-ai)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://studiepoint.ai/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (6)

- `check_visa`: Check the visa accessibility rating for an African student of a given nationality applying to study in a specific destination country. Returns a rating (green = easy, yellow = moderate, red = difficult/restricted), notes on the visa process, and any important restrictions.
- `convert_gpa`: Convert a grade from any of 13 African grading systems to the international 4.0 GPA scale used by scholarship applications worldwide. Covers all 54 African countries. Also returns the grade class (e.g. 'First Class Honors') and how the GPA is interpreted in Germany, UK, France, USA/Canada, Australia, Netherlands, and Japan/Korea/China.
- `estimate_study_costs`: Estimate and compare the total annual cost of studying in one or more countries for an African postgraduate student. Covers 32 destinations: Tier 3 affordable EU (Germany, France, Italy, Austria, Portugal, Poland, Czech Republic, Estonia, Baltic states, Balkans), Tier 2 full-tuition scholarship countries (Netherlands, Belgium, Scandinavian countries, Japan, South Korea, Switzerland), and benchmark high-cost countries (UK, USA, Canada, Australia). Returns annual cost breakdown: tuition, living, flights, health insurance, visa fee, and total. Use scholarship_mode=true to show the self-funding gap when tuition is already covered by a scholarship.
- `get_scholarship`: Look up essential public facts about a named scholarship: host country, programme, eligible fields, amount, deadline, minimum GPA, and official application link. Use StudiePoint's private student workflow for essay coaching, detailed fit guidance, and application planning.
- `match_scholarships`: Get personalised, ranked scholarship recommendations for an African student based on their full profile. Uses StudiePoint's matching algorithm to score scholarships by GPA fit, field alignment, visa accessibility, deadline urgency, and acceptance rate. Returns top matches with match score, reasoning, and direct application links.
- `search_scholarships`: Search StudiePoint's database of 200+ full-ride scholarships and 100+ full-tuition scholarships for African postgraduate students. Filter by destination country, field of study, minimum GPA (4.0 scale), degree level, and tier. Returns scholarship name, country, amount, deadline, minimum GPA, essay type, visa accessibility, and application URL.