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Enables AI agents to operate Jupyter notebooks in VS Code through a bridge server architecture supporting cell management, code execution, and kernel control.

Integrates with the Kentik network observability platform to query flow data, manage devices and interfaces, monitor synthetic tests, and analyze traffic patterns.

IntelliJ plugin exposing Java code navigation via PSI analysis through MCP.

Provides local-first semantic code search with hybrid BM25 and vector embeddings, featuring automatic project indexing and zero-config setup.

Licensed master electrician in SE Wisconsin — estimates, scheduling, and code lookups via AI.

Connect ParaView to AI assistants for visualization control through arbitrary Python code execution.

Provides direct access to radare2's binary analysis framework for reverse engineering, malware analysis, and debugging through a simple stdin/stdout communication model.

Go-based CLI bridge exposing Unity Editor's built-in MCP tools through stdio, enabling AI agents to perform scene manipulation, compilation, testing, and asset management.

AI knowledge graph for architecture, portfolio, and digital strategy.

Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic

Conversational access to technical content on software architecture and clean code principles

Code intelligence for impact analysis, dependency graphs, and dead code detection.

Graph-native code intelligence that builds complete dependency graphs for impact analysis and code understanding.

SpecKit MCP Server - Specification Management System

Provides access to Rust documentation from docs.rs, crates.io search, and the Rust Book with intelligent caching, source code browsing, dependency analysis, and macro expansion capabilities.

Local implementation of agent-orchestrator MCP server

Integration bridge for Burp Suite Professional penetration testing.

MCP server for controlling Ableton Live via Claude Code

Human-to-AI code review bridge for UI prototypes with browser annotations.

AI E2E testing bridge for apps across 8 platforms with 40+ tools.

Provides Unicode character counting and position tracking for text analysis with support for CJK and multilingual content.

Provides a bridge to CodeAlive's platform for semantic code search, repository exploration, and context-aware chat completions that leverage deep understanding of entire codebases including documentation and dependencies.

MCP server for executing Manim animation code and generating videos

Browser-based QA testing for AI-built software using real browsers.

MCP server for Scrapy request inspection and debugging