Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

Vibe Check MCP - Anti-pattern detection and mentoring for better engineering decisions

Local, per-sentence AI-text detection with pattern diagnostics — CLI + MCP server (DeBERTa-v3, RAID #1).

MCP server that detects and prevents infinite agent loops — circuit breakers, pattern detection, and stuck-agent recovery for agentic systems

MCP server for software-design guidance: SOLID/OOP/DRY principles, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection.

MCP server that teaches and applies software-design guidance: SOLID/OOP/DRY principles, the 23 GoF design patterns, pattern scaffolding, and heuristic code-smell detection.

MCP server that detects and prevents infinite agent loops — circuit breakers, pattern detection, and stuck-agent recovery for agentic systems

🪐 AetherScope V2 — SAST 3D WebGL & Serveur MCP (Claude/Antigravity/Cursor). Détection de 150+ CWE & Zero-Day Patterns (Rust, C++, PHP, Node.js, Web3), contrats EARS BLAKE3 et PoC Bug Bounty.

MCP server for care membrane. Features validate care, detect threats, analyze care patterns. From MEOK AI Labs.

Detect DNS/HTTP exfiltration patterns (entropy, beaconing) in logs

Self-learning memory for AI coding agents — pattern detection, confidence scoring, auto-promotion via MCP

MCP server that lets coding agents analyze Databricks Spark runs, query plans, and stages to find performance bottlenecks and detect spark anti-patterns

AI-powered code review tools for Claude Code — complexity analysis, anti-pattern detection, security review, and optimization

Transforms raw text into interconnected knowledge graphs and autonomously generates insights through advanced pattern detection. It combines formal semantic analysis (Montague Grammar) with Zettelkasten methodology to create a true cognitive partnership with AI.

Transforms raw text into interconnected knowledge graphs and autonomously generates insights through advanced pattern detection. It combines formal semantic analysis (Montague Grammar) with Zettelkasten methodology to create a true cognitive partnership with AI.

Model Context Protocol (MCP) server that enables Claude to perform comprehensive security audits on Solidity smart contracts using Slither, Aderyn, and built-in pattern detection

Observability for AI coding assistants — cost tracking, efficiency scoring, and anti-pattern detection for Claude Code, Cursor, Copilot, and more. Local-first; New Relic optional.

Roslyn analyzer, .NET CLI and MCP server for C# complexity analysis. Estimates Big-O, detects costly patterns, measures code metrics, and compares snapshots to identify complexity regressions.

Your AI agent writes code — but does it know WHY your code exists? Decision provenance, quality contracts, and AI anti-pattern detection for coding agents.

Your AI agent writes code — but does it know WHY your code exists? Decision provenance, quality contracts, and AI anti-pattern detection for coding agents. 19 languages. MCP compatible.

Sanctions evasion detection that goes beyond name matching — this MCP server traces ownership chains across 8 corporate and sanctions databases, maps director networks for nominee patterns, and produces an **Evasion Probability Score (0–100)** for any entity you submit.

Comprehensive UX analysis platform powered by Google Gemini AI. Captures multi-viewport screenshots, identifies accessibility issues, detects AI design anti-patterns, and generates ready-to-implement code fixes. Available as web dashboard, CLI tool, and natural language interface via MCP.

MCP server that detects Hibernate/JPA N+1 queries, slow queries and SQL anti-patterns in Spring Boot apps — and points to the exact line of Java code causing them. Works with Claude Code & Claude Desktop. Fixes included.

Enterprise Regulatory Compliance & Multi-Pattern PII Redaction Sentinel (inspired by Tencent Cloud Data Governance & GDPR/HIPAA Enterprise Policies). Detects and sanitizes personally identifiable information, financial account numbers, JWT tokens, and cryptographic keys using deterministic zero-leakage masking.

Zero-Trust Data Sanitization (ZTDS) MCP Server for Claude Desktop, Cursor, Windsurf, and other AI clients. Automatically intercepts and redacts PII, credentials, and sensitive corporate data locally on your machine before they are sent to external LLMs. ### 🔒 100% Local & Airplane Mode Verified All sanitization runs inside local RAM. No data ever leaves your computer, ensuring compliance with GDPR, HIPAA, SOC 2, and internal GRC policies. Zero network calls, zero server logs. ### 🛠️ Supported Formats & File Types Locally parse and sanitize: - **Documents:** `.docx` (Microsoft Word) parsed locally with Zero-Server extraction. - **Code & Configs:** `.js`, `.py`, `.go`, `.rs`, `.json`, `.yaml`, `.ini`, `.env`, and source code files. - **Data & Logs:** `.txt`, `.log`, `.csv`, `.tsv`, `.md`, and plain text outputs. ### 🏷️ Redacted Entity Types - **Personal Data:** Names (`NAME`), Emails (`EMAIL`), Phone Numbers (`PHONE`). - **Credentials:** API Keys, passwords, tokens, SSH keys, database URIs. - **Identifiers (`ID`):** SSNs, Tax IDs, credit card numbers, and custom regex patterns. ### 🎛️ 22+ Specialized Industry Detection Profiles Specify detection rules tailored to your workload (requires PRO key): - **Engineering & IT:** `Dev`, `Tech`, `Security`, `Agents` - **Corporate & Operations:** `General`, `Bizops`, `Sales`, `Support`, `Marketing`, `Creative` - **Financial & Professional:** `Finance`, `WealthMgmt`, `Insurance`, `Accounting` - **Legal & Compliance:** `Legal`, `Compliance`, `CCPA`, `HR` - **Healthcare & Research:** `Medical`, `Pharma`, `Academic` - **Personal Use:** `Personal` ### 🔧 Available Tools - `sanitize_text` — Scrub PII/Secrets locally in text context. - `reveal_text` — Reversible token mapping (Original -> Token -> Original). - `sanitize_file` — Local sanitization of raw plain text and DOCX files.

Lichess mcp server for analysing chess games via modern MCP ecosystem

Enterprise code governance and AI audit platform. Detects AI drift, enforces organizational standards, and audits AI-generated code with continuous monitoring.

Local repository maps, code search and symbol references for coding agents. MCP server with model-free keyword search and optional embeddings.

MCP server for the Chief Editor AI slop detector — analyses text for AI-generated writing patterns

Builds a transaction graph from ledger/account data and surfaces structuring, layering, and mule-network patterns for AML triage.