musaceylan

Claude Intel MCP — AI skill for Claude Code

AI community

AI-powered MCP server that continuously improves Claude Code by learning from high-signal GitHub repositories — auto-evolving developer intelligence layer.

How to install Claude Intel MCP

This entry records only its repository, not the path inside it, so there is no exact command to give. Open musaceylan/claude-intel-mcp and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Claude Intel MCP does

AI-powered MCP server that continuously improves Claude Code by learning from high-signal GitHub repositories — auto-evolving developer intelligence layer.

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README

claude-intel-mcp

An auto-evolving developer intelligence layer for Claude Code.

`claude-intel-mcp` continuously scans high-signal GitHub repositories, extracts patterns, compares them against your local project, and proposes safe improvements to your `CLAUDE.md` — keeping your Claude Code setup ahead of the curve.

Architecture

┌──────────────────────────────────────────────────────────────┐
│                     claude-intel-mcp                         │
│                                                              │
│  ┌─────────────────────────────────────────────────────┐    │
│  │  MCP Server (stdio)                                  │    │
│  │   ├── Tools (7)    ├── Resources (7)  ├── Prompts (2)│    │
│  └──────────────────────────────────────────────────────┘    │
│            │                                                 │
│  ┌─────────▼─────────────────────────────────────┐          │
│  │  Core Engine                                   │          │
│  │   ├── GithubClient (API + rate limiting)       │          │
│  │   ├── GithubCollector (multi-query search)     │          │
│  │   ├── RepoClassifier (hype/abandoned/mcp...)   │          │
│  │   ├── RelevanceScorer (5-factor, 0-1 score)    │          │
│  │   ├── PatternExtractor (CLAUDE.md/MCP/config)  │          │
│  │   ├── PatternMemory (SQLite, deduped)          │          │
│  │   ├── DnaProfiler (local stack detection)      │          │
│  │   ├── Comparator (gap/enhancement analysis)   │          │
│  │   ├── SuggestionEngine (micro/meso/macro)      │          │
│  │   ├── PatchBuilder (safe unified diffs)        │          │
│  │   ├── UpdatePlanner (phased update plans)      │          │
│  │   └── LearningLog (SQLite audit trail)         │          │
│  └───────────────────────────────────────────────┘          │
│                                                              │
│  ┌─────────────────────────────┐                            │
│  │  Storage (~/.claude-intel/) │