mcp-registry/io.github.chinedum-okoli/studiepoint-ai · v1.0.0
As of 2026-10-26 16:37 UTC, the Chinedum Okoli Studiepoint Ai MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 497 outages in 90 days, with a median recovery of 26 minutes.
300+ African scholarships, GPA conversion & 1,700+ visa routes for postgrad students.
Point your MCP client at this streamable-http endpoint: https://studiepoint.ai/api/mcp
6 of 6 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
Negotiates MCP 2024-11-05. Structured output, tool output schemas and elicitation arrived in 2025-06-18.
Upgrade the MCP SDK and negotiate 2025-06-18 or newer. How to fix →
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.chinedum-okoli%2Fstudiepoint-ai/fixes
{
"name": "check_visa",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"nationality",
"destination"
],
"properties": {
"destination": {
"type": "string",
"description": "Destination country. Examples: 'UK', 'Germany', 'USA', 'Canada', 'Australia', 'France', 'Netherlands', 'Sweden', 'Norway', 'Japan', 'China', 'South Korea', 'Italy', 'Austria', 'Portugal'."
},
"nationality": {
"type": "string",
"description": "The student's nationality. Examples: 'Nigerian', 'Kenyan', 'Ghanaian', 'South African', 'Ethiopian', 'Tanzanian', 'Ugandan', 'Rwandan', 'Senegalese', 'Moroccan', 'Egyptian', 'Zambian', 'Zimbabwean', 'Cameroonian'."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "convert_gpa",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"scale",
"grade"
],
"properties": {
"grade": {
"type": "string",
"description": "The grade class or value. For class-based systems use: 'first_class', 'second_upper', 'second_lower', 'third_class', 'pass'. For kenyan letter grades: 'A', 'B+', 'B', 'C+', 'C', 'D'. For percentage systems: '75%', '68', etc. For french_20: 'tres_bien', 'bien', 'assez_bien', 'passable'. For spanish_10: 'matricula', 'notable', 'aprobado'."
},
"scale": {
"enum": [
"nigerian",
"kenyan",
"ghanaian",
"south_african",
"ethiopian",
"tanzanian",
"ugandan",
"zimbabwean",
"rwandan",
"percentage",
"french_20",
"spanish_10",
"west_african_4"
],
"type": "string",
"description": "Grading system. nigerian=5.0 scale, kenyan/ghanaian/ethiopian/west_african_4=letter/class, south_african=percentage, tanzanian/ugandan=5.0 class, zimbabwean/rwandan/percentage=%, french_20=20-point (26 Francophone+Lusophone countries), spanish_10=10-point (Equatorial Guinea)."
}
}
},
"annotations": {
"readOnlyHint": true
}
}{
"name": "estimate_study_costs",
"description": "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, f",
"inputSchema": {
"type": "object",
"properties": {
"lifestyle": {
"enum": [
"budget",
"comfortable"
],
"type": "string",
"description": "Budget = shared accommodation, public transport, cooking at home. Comfortable = private room, occasional dining out. Default: budget."
},
"degree_level": {
"enum": [
"masters",
"phd"
],
"type": "string",
"description": "Degree level. Default: masters."
},
"destinations": {
"type": "array",
"items": {
"type": "string"
},
"description": "List of country IDs or names to compare. IDs: germany, france, italy, austria, portugal, poland, czech_republic, estonia, latvia, lithuania, romania, slovakia, croatia, hungary, slovenia, bulgaria, greece, netherlands, belgium, ireland, denmark, finland, sweden, norway, switzerland, japan, south_korea, hong_kong, uk, usa, canada, australia. Alternatively use common names: 'Germany', 'UK', 'United States', etc. Provide one to three destinations."
},
"scholarship_mode": {
"type": "boolean",
"description": "If true, sets tuition to €0 (assuming tuition is covered by scholarship) and shows only living costs, flights, insurance, and visa. Useful for comparing cities when a student already has a tuition scholarship. Default: false."
}
}
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.chinedum-okoli/studiepoint-ai"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.chinedum-okoli/studiepoint-ai"}) over MCP.
estimate_study_costs ~477 tokenssearch_scholarships ~378 tokensconvert_gpa ~367 tokensmatch_scholarships ~274 tokenscheck_visa ~250 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.chinedum-okoli%2Fstudiepoint-ai?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.chinedum-okoli%2Fstudiepoint-ai?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.chinedum-okoli%2Fstudiepoint-ai.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.chinedum-okoli%2Fstudiepoint-ai.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.chinedum-okoli%2Fstudiepoint-ai?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:813d8444e9777e2d…, first seen 2026-10-17, included at leaf 5511 of 74,131. Version history · verify what your client received.
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Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-26 16:37 UTC, the Chinedum Okoli Studiepoint Ai MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 99.9% of Glimind's liveness checks. It had 497 outages in 90 days, with a median recovery of 26 minutes.
Chinedum Okoli Studiepoint Ai MCP server advertises 6 tools, including check_visa, convert_gpa, estimate_study_costs, get_scholarship, match_scholarships.
Point your MCP client at this streamable-http endpoint: https://studiepoint.ai/api/mcp
Glimind scanned all 6 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.