Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.
Search and analyze U.S. case law across thousands of courts using CourtListener’s open database. Find precedents, read full opinions, validate citations, study judge patterns, and check procedural req
Search codebases for patterns and references with fast, precise results. Open files on demand to inspect context without leaving your workflow. Browse available collections to quickly target the right
CouchLoop EQ is an MCP (Model Context Protocol) server that provides behavioral governance for LLMs. It monitors AI responses for hallucination, inconsistency, tone drift, and unsafe reasoning pattern
Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines.
Expose security vulnerabilities, deceptive constructs, and unfinished code before they reach production. Reveal architectural and design pattern usage with clear, actionable guidance to improve consis
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentation search. Explore WWDC sessions and code examples to learn modern patterns and best practices. Check platform availabil
Categorize bank and card transactions automatically to streamline expense tracking. Reveal spending patterns and merchants with clear categories and summaries. Accelerate budgeting, reconciliation, an
Security intelligence for AI agents: password breach checks (900M+ HIBP hashes), email/domain/IP/URL reputation, prompt injection detection (200+ patterns), and skill supply chain scanning. Pay-per-re
Search millions of public GitHub repositories for real-world code patterns and implementation examples. Discover how developers use specific libraries and handle complex configurations in production e
Interact with Edge Delta anomalies, query logs / patterns / events, and pinpoint root causes and optimize your pipelines.
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) via tree-sitter nati
Extract tags from any Danbooru post and explore categories at a glance. Analyze character-specific tag frequencies to surface top traits and clothing patterns. Look up tag and character details from t
Persistent identity architecture for AI agents. 16 MCP servers covering drives, emotional relationships, semantic memory with decay, working threads, learned patterns, journal, genesis (identity disco
Speed up writing unit tests for FONS Enterprise. Search trusted docs and code examples to learn patterns and grab relevant snippets. Generate AAA-style tests with mocking for your classes and methods
Tool to Prevent AI tunnel-vision in critical workflows. Vibe Check MCP v2.7 introduces Chain-Pattern Interrupts (CPI) to enhance your infrastructure stack. mitigates over-engineering, scope creep, an
Two-tier memory with hot cache (instant injection) and cold semantic search. Auto-promotes frequently-used patterns, extracts knowledge from Claude outputs, and organizes via knowledge graph relations
Analyze GitHub repositories to uncover contributor impact, PR complexity, and author work patterns. Get recommendations on key contributors and visualize activity storylines across folders and files.
Jumpstart building custom TypeScript capabilities with a ready-to-extend template. Try built-in examples—calculator, greeting, and system info—to learn the pattern fast. Customize and ship a worki
Count occurrences of any character in text with precision. Quickly check frequency for validation, formatting, or analysis tasks. Save time when enforcing limits or detecting unusual patterns.
Stores important facts, decisions, and patterns for persistent access across different sessions. Retrieves relevant historical context instantly through semantic search to maintain continuity. Organiz
MCP-native URL security scanner that protects AI agent workflows. Analyzes URLs for phishing, malware, and suspicious patterns before agent navigation. Returns risk scores, confidence levels, and agen