MCP server that gives your AI agent a structured, revenue-aware view of any SaaS codebase — in seconds.
Your AI agent reads files blindly.
It wastes tokens. It misses billing logic. It touches risky files without knowing.
SaaS founders lose hours every week to agents that don't understand which files matter for revenue, onboarding, and growth.
context-ops-mcp is a local Model Context Protocol (MCP) server.
It connects to Claude, Cursor, or any MCP-compatible agent and gives it a token-aware, structured map of your repository — instantly.
No full indexer. No cloud sync. No setup beyond npx.
- SaaS founders who use AI coding agents daily
- Indie hackers building on Claude Code, Cursor, or Windsurf
- Developers who want their agent to understand project structure without reading every file
npx context-ops-mcpOr globally:
npm install -g context-ops-mcpAdd this to your Claude MCP config:
{
"mcpServers": {
"context-ops": {
"command": "npx",
"args": ["-y", "context-ops-mcp"],
"cwd": "/path/to/your/project"
}
}
}Restart your agent. Done.
| Tool | What it gives your agent |
|---|---|
get_project_structure |
Full repo map — directories and files, skipping noise (node_modules, .git, dist) |
get_semantic_summary |
Surface-level exports, functions, and JSON keys from every .ts file |
get_entry_points |
Flags wiring files, HTTP handlers, bootstrap points — where your app starts |
get_relevant_files_for_task |
Ranks files by relevance to a task — the agent reads less, ships faster |
get_risky_files |
Detects high-impact files: auth, DB, env, payment logic — before your agent touches them |
get_likely_config_files |
Lists all config, CI, env, and build files by convention |
Your agent now knows:
- Where billing logic lives — so it doesn't break it accidentally
- Which files are risky — auth, DB, payments — before making changes
- What's relevant to this task — so it stops wasting your context window
Less token waste. Less risk. Faster shipping.
- Node.js 18+
- Any MCP-compatible client: Claude Code, Cursor, Windsurf, Cline
npm install
npm run startThe server uses stdio transport. Set cwd to the project you want analyzed.
- Heuristic-based — pattern matching, not a full AST or type graph
- 50-line cap — semantic tools only inspect the first 50 lines per file
- TypeScript-first — other languages get minimal treatment
- Not a replacement for tests, code review, or IDE intelligence
ContextOps is a navigation tool, not an oracle.
mcp · model-context-protocol · claude · cursor · ai-agent · saas · developer-tools · context-window · codebase-analysis · revenue · billing · typescript
MIT © tornidomaroc-web