elite-reasoning-mcp 1.1.0

Elite IDE Augmentation Layer — MCP Server for persistent memory, structured reasoning, and quality enforcement

🧠 Elite Reasoning MCP

Makes any LLM think harder, reason better, and never repeat mistakes.

66 tools that upgrade your AI's output quality — works with any model (GPT-4, Claude, Gemini, open-source).

What It Does

Every prompt you send goes through a reasoning pipeline that:

Feature	What it does
Intent Classification	Auto-detects if you're debugging, building, designing, deploying (13 categories)
Complexity Scoring	Rates 1-5 and adjusts reasoning depth
Anti-Pattern Memory	Remembers past mistakes and prevents repeats
Confidence Calibration	Tracks prediction accuracy with Brier scores
Decision Council	5-perspective adversarial review for critical decisions
FMEA Risk Analysis	What can fail? How bad? How likely?
Socratic Challenge	Challenges its own assumptions before committing
Prevention Rules	Custom auto-triggered rules for your workflow
Cross-Session Memory	Persists knowledge across conversations

Quick Install

# 1. Clone this repo
git clone https://github.com/YOUR_USERNAME/elite-reasoning-mcp.git ~/.elite-reasoning

# 2. Run the installer
bash ~/.elite-reasoning/install.sh

# 3. Restart your IDE and start a new conversation

Manual Install

Prerequisites

• Python 3.11+
• uv package manager
• An MCP-compatible IDE (Antigravity, Cursor, VS Code + Continue, etc.)

Steps

1. Clone the repo:

git clone https://github.com/YOUR_USERNAME/elite-reasoning-mcp.git ~/.elite-reasoning
cd ~/.elite-reasoning

2. Add to your IDE's MCP config (~/.gemini/config/mcp_config.json or equivalent):

{
  "mcpServers": {
    "elite-reasoning": {
      "command": "/Users/YOUR_USERNAME/.elite-reasoning/run_elite_mcp.sh"
    }
  }
}

3. Add enforcement rule to ~/.gemini/GEMINI.md:

## ⚡ RULE #0 — ELITE MCP PIPELINE

On EVERY user message, your FIRST tool call MUST be:

\```
call_mcp_tool(
  ServerName="elite-reasoning",
  ToolName="orchestrate_request_tool",
  Arguments={"user_prompt": "<the user's exact message>"}
)
\```

No exceptions except "ok", "thanks", "yes", "no".

4. Restart your IDE and start a new conversation.

66 Tools

Click to see all tools

Core Pipeline

• orchestrate_request_tool — Master routing (fires on every prompt)
• reasoning_preflight — Pre-flight checklist for complex tasks
• assess_confidence — Score confidence before committing

Quality

• check_anti_patterns — Check past mistakes
• record_mistake — Log mistakes with root cause
• record_quality_score — Score output quality
• get_quality_trend — Track quality over time
• pre_commit_audit — Audit code before delivering

Decision Making

• record_decision — Log architectural decisions
• search_decisions — Query past decisions
• decision_council_review — 5-perspective adversarial review
• adopt_vs_build — Build or adopt analysis
• socratic_challenge — Challenge your own plan

Risk Analysis

• fmea_analysis — Failure mode analysis
• fmea_risk_gate — Risk threshold gate
• smoke_test_gate — Smoke test before deploy
• swiss_cheese_audit — Multi-layer safety audit
• simulate_future_regrets — Pre-mortem analysis

Confidence & Calibration

• calibration_predict — Log predictions with confidence
• calibration_resolve — Mark prediction outcomes
• calibration_score — Brier score report

Memory

• ingest_context — Store cross-session knowledge
• memory_search_context — Retrieve past context
• memory_sync_decisions — Persist decisions
• query_temporal_graph — Knowledge graph queries

Goals & Tracking

• set_goal / check_goals / update_goal — Goal management
• benchmark_track — Performance benchmarks
• get_tool_usage_stats — Tool usage analytics

Learning

• record_prompt_intent — Track prompt patterns
• analyze_prompt_sequence — Session analysis
• get_user_thinking_model — User cognitive model
• register_prevention_rule — Custom auto-rules
• autonomous_scan — Self-improvement scan

...and 30+ more

Architecture

Your Prompt
    ↓
orchestrate_request_tool (FIRST tool call)
    ↓
┌─────────────────────────────┐
│  Intent Classifier          │ → debug/build/design/deploy/...
│  Complexity Scorer          │ → 1-5 scale
│  Thinking Mode Selector     │ → convergent/divergent/analytical
│  Anti-Pattern Checker       │ → Past mistake lookup
│  Prevention Rule Engine     │ → Custom auto-triggered rules
│  MCP/Skill Router           │ → Route to specialized tools
└─────────────────────────────┘
    ↓
Execution Plan (returned to LLM)
    ↓
LLM follows plan → Better output

License

MIT