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Godofdeath1709

pathpilot-mcp-server

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tasks
{
  "list": {},
  "cancel": {},
  "requests": {
    "tools": {
      "call": {}
    }
  }
}
tools
{
  "listChanged": true
}
prompts
{
  "listChanged": true
}
resources
{
  "subscribe": true,
  "listChanged": true
}

Tools

Functions exposed to the LLM to take actions

NameDescription
analyze_evidence_profileA

Analyze a GitHub repository OR a GitHub user profile URL and generate a learning roadmap. If a GitHub profile URL is provided, automatically inspect the user's public repositories to infer skills.

get_repository_snapshotA

Return a bounded, normalized repository snapshot (file tree, manifest, README, selected source content) without running the full analysis pipeline.

get_linkedin_profileB

Return user-authorized, normalized LinkedIn profile snapshot with declared skills, roles, education, certifications, and projects.

compare_profile_and_repository_skillsB

Identify self-reported LinkedIn skills that do / do not have matching GitHub evidence in the selected repository.

generate_evidence_cardsA

Return UI-ready evidence cards with highlights, summaries, sources, and next-step suggestions. Accepts an analysisId from a prior run, or an analysis object.

get_roadmap_signalA

Return verified/self-reported/partial/missing skill arrays plus the priority gap and a suggested next task from a prior analysisId or analysis object.

Prompts

Interactive templates invoked by user choice

NameDescription
review_unified_evidenceSummarize GitHub and LinkedIn evidence into a transparent, learner-facing overview. GitHub for verification; LinkedIn claims labeled self-reported.
recommend_next_projectTurn roadmap signal into one practical, concrete build task. Prioritize the prerequisite priority gap; include acceptance checks; avoid course lists.
explain_roadmap_changeProduce visible "Why this changed" text. Name GitHub evidence, LinkedIn context, and the exact sequence change relative to the baseline 4-week roadmap.

Resources

Contextual data attached and managed by the client

NameDescription
Full-Stack Developer Skill Matrix v1Target skills, evidence thresholds, and source/status definitions for the full-stack-developer pathway.
Technology Detection Rules v1GitHub detector rules, weights, and signal sources for evidence engine transparency.
Profile Normalization Rules v1LinkedIn field mappings, allowed profile signals, and skill canonicalization for consent-aware profile handling.
Full-Stack Developer 4-Week Baseline Roadmap v1Baseline 4-week sequence, checkpoints, and prerequisites used by the AI roadmap service to calculate a change.
Analysis Limits and Privacy Policies v1File/profile allowlist, budgets, excluded paths, and redaction rules used by analysis pipeline.
Evidence Card UI Schema v1UI data contract for frontend evidence cards. Keeps frontend cards stable across analysis changes.
Health ChecksCurrent health status of all registered health checks
Widget ExamplesProvides metadata and examples for all registered UI widgets

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