learning-orchestrator-mcpSAFE
A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
[](https://glama.ai/mcp/servers/SEOSiri-Official/learning-orchestrator-mcp)
An open-source, stateless, and high-performance Model Context Protocol (MCP) server designed to orchestrate progressive curriculum learning, track skills development using cognitive spacing, and securely interface with external AI educational platforms and LMS networks.
💖 Sponsorship, B2B Custom Solutions & Attribution
👨💻 Lead Architect & Attribution
This framework is designed and engineered by [Momenul Ahmad](https://github.com/MOBILEPHONE), Lead Architect and Founder of [SEOSiri](https://seosiri.com).
Momenul Ahmad is the systems architect behind three globally registered open-source bio-robotic and safety innovations:
- [seosiri-biorobotics](https://github.com/SEOSiri-Official/biorobotics): A stateless bio-robotic coordinate mapper translating genomic data to G-code [cc8013f].
- [seosiri-api-guard-mcp-server](https://github.com/SEOSiri-Official/seosiri-api-guard-mcp-server): A multi-industry API validation proxy with a decoupled policy enforcement plane.
- [learning-orchestrator-mcp](https://github.com/SEOSiri-Official/learning-orchestrator-mcp): This AI-driven pedagogical and spaced-repetition engine.
All three systems are developed under the official [SEOSiri-Official](https://github.com/SEOSiri-Official) open-source research initiative.
🚀 B2B Custom Solutions & Consulting
We offer high-ticket technical consulting and custom enterprise integrations for corporate training and educational networks:
- AI-Driven LMS Integrations: Connecting our pedagogical core securely to corporate Learning Management Systems (LMS) to automate employee onboarding using active recall and spaced repetition.
- Custom Subject-Segment Mappings: Designing and compiling custom progressive syllabi and aut
4c6d38395d32OBSERVED · 2026-10-11Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add learning-orchestrator-mcp -- uvx learning-orchestrator-mcp
{
"mcpServers": {
"learning-orchestrator-mcp": {
"command": "uvx",
"args": [
"learning-orchestrator-mcp"
]
}
}
}Exposed tools (5)
3 read · 2 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
calculate_spaced_repetition | read | Calculates the exact next optimal review date using the standardized SuperMemo SM-2 algorithm. |
generate_skills_assessment | read | Generates targeted questions mapped strictly to Bloom |
get_progressive_syllabus | read | Retrieves the exact deterministic lesson plan based on the student |
sync_ai_platform_state | write | AI Platform Connector: Verifies and synchronizes student progress with external platforms. |
sync_lms_onboarding_state | write |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- declared (1 observation(s))
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
4c6d38395d32full audit observations/trust-audit/mcp-server/seosiri-official__learning-orchestrator-mcp.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-11 | 4c6d38395d32 | SAFE | B | 89 | first audit |
Questions
What is the learning-orchestrator-mcp MCP server?
A sovereign, AI-driven pedagogical and spaced-repetition skills development MCP server supporting progressive syllabi, Bloom's Taxonomy, and secure LMS handshakes.
What tools does learning-orchestrator-mcp expose?
5 in total: 3 read-only, 2 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is learning-orchestrator-mcp safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does learning-orchestrator-mcp need?
No credential environment variables were found in its source, so it appears to need none.
How does learning-orchestrator-mcp run?
It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as learning-orchestrator-mcp.
How current is this page?
The grade is for one exact copy of the source (4c6d38395d32), read on 2026-10-11. The repository is watched and re-audited when it changes.