Rigour MCP
OfficialClick on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Rigour MCPscan current repository for hardcoded secrets and structural issues"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Rigour
Your AI agent just tried to commit an AWS secret. Rigour blocked it in <100ms.
Try it now (zero config)
npx rigour-scanWorks on any repo. No init, no config, no setup. Instant results in your terminal:
HARDCODED SECRET DETECTED
AWS_SECRET_ACCESS_KEY found in src/config.ts:23
+ 22 more violations across 847 files (2.1s)
Score ████░░░░░░░░░░░░░░░░ 34/100
AI Health ███░░░░░░░░░░░░░░░░░░ 28/100
Gates: ✅ file-size ❌ security ❌ ast ✅ deps
Brain: learned 12 patterns · trend: improving ↑Related MCP server: Metsuke
Add to your AI IDE (30 seconds)
{ "mcpServers": { "rigour": { "command": "npx", "args": ["-y", "@rigour-labs/mcp"] } } }IDE / Agent | MCP Tools | Live Dashboard | Real-Time Feed |
Claude Desktop | ✅ | ✅ MCP App | ✅ Logging |
VS Code Copilot | ✅ | ✅ MCP App | ✅ Logging |
ChatGPT | ✅ | ✅ MCP App | ✅ Logging |
Goose | ✅ | ✅ MCP App | ✅ Logging |
Claude Code | ✅ | — | ✅ Logging |
Cursor | ✅ | — | ✅ Logging |
Cline | ✅ | — | ✅ Logging |
Windsurf | ✅ | — | ✅ Logging |
Codex | ✅ | — | ✅ Logging |
Live governance dashboard (MCP App)
In supported editors, a real-time dashboard appears automatically as your agent works:
┌─ Rigour Governance ──────────────────────────┐
│ Score: 94/100 ✅ PASS │
│ │
│ 14:32:01 rigour_check → FAIL (34/100) │
│ 14:32:03 fix_packet → 8 fixes │
│ 14:32:15 rigour_check → 71/100 (+37) │
│ 14:32:22 rigour_check → ✅ PASS 94/100 │
│ │
│ Brain: 47 patterns · trend: improving ↑ │
└───────────────────────────────────────────────┘No extra commands. The dashboard appears when the agent calls Rigour tools. Watch your agent self-heal in real time.
What it catches
Category | Gates |
Security | Hardcoded secrets (29+ patterns), SQL injection, XSS, CSRF, prototype pollution, Shannon entropy |
Structural | File size, cyclomatic complexity, method count, parameter count, nesting depth, TODO/FIXME |
AI Drift | Hallucinated imports, phantom APIs, context drift, retry loop detection |
Governance | Agent team isolation, checkpoint supervision, memory DLP |
AST-based. Not heuristics. TypeScript, JavaScript, Python, Go, Ruby, C#, Java, Kotlin, Rust.
How it works
Agent writes code → Rigour gates fire → FAIL? → Fix Packet (JSON)
↓
Agent reads exact instructions
↓
Agent fixes → PASS ✓No human in the loop. The agent gets told exactly what's wrong, on which line, and how to fix it — in JSON it can consume.
The Brain — learns your codebase
Every scan reinforces patterns. Patterns decay when absent. At strength: 0.9, they promote to hard rules. Your project's own immune system — trained locally, zero telemetry.
First week: catches 12 violations
First month: catches 8 violations ← learning your patterns
Third month: catches 3 violations ← your agents have adaptedHow it's different
Rigour | ESLint | Cloud tools | |
Runs locally, zero telemetry | ✅ | ✅ | ❌ |
Learns YOUR codebase (Brain) | ✅ | ❌ | ❌ |
Agent self-healing (Fix Packets) | ✅ | ❌ | ❌ |
Works offline (GGUF sidecar) | ✅ | ✅ | ❌ |
AI-native drift detection | ✅ | ❌ | ❌ |
MCP-native (26 tools) | ✅ | ❌ | ❌ |
Used in production
19,000+ total installs across CLI and MCP
Organically forked by Alibaba iFlow
OWASP project — listed
Cursor MCP directory — listed
Zero false positives on 202-finding production audit
Quick reference
npx rigour-scan # zero-config scan
npx @rigour-labs/cli init # add gates to your project
npx @rigour-labs/cli check # run gates
npx @rigour-labs/cli check --deep # + local AI analysis
npx @rigour-labs/cli check --deep --provider claude -k sk-ant-xxx # cloud AI
npx @rigour-labs/cli studio # monitoring dashboardArchitecture
Package | Purpose |
| Gate engine, AST analysis, Fix Packets, Brain |
|
|
| MCP server — 26 tools for agent integration |
| Zero-config shortcut: |
Stack: TypeScript strict, web-tree-sitter, Zod, Vitest.
Full docs | Technical Spec | Philosophy
MIT © Rigour Labs — Built by Ashutosh
If Rigour caught something real in your codebase — tell us.
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