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AI-powered reverse engineering: bridge IDA Pro to LLMs for vibe reversing via MCP.
Official AWS Labs MCP server to manage and query S3 Tables (table buckets, namespaces, tables).
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Give AI assistants full access to shadcn/ui v4 components, blocks, demos, and metadata across React, Svelte, Vue, and React Native.
Microsoft's official Azure MCP server, including Azure Blob Storage container and blob tools.
Read-only (optionally write) access to MySQL databases for LLMs — inspect schemas and run SQL queries.
Secure, structured access to MySQL databases for AI clients — query, sample, and inspect schemas via MCP.
Control DaVinci Resolve Studio from AI assistants via the official Scripting API, with source-safe media tooling.
Google's gcloud-mcp Storage server for managing GCS buckets and objects via natural language.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
Secure local filesystem access for MCP clients — read, write, search, and manage files within allowed directories.
Official Chroma server: create collections and run vector, full-text, and metadata search.
Retrieve transcripts and subtitles from YouTube videos through a simple MCP interface.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Comprehensive Xcode integration for AI assistants: projects, builds, tests, simulators, SPM and CocoaPods.
Chat with your EPUB and PDF books — extract metadata, table of contents, chapters, and pages as Markdown.
Run PromQL queries and analyze Prometheus metrics from any MCP client.
Query, explore, and govern Apache Doris databases via MCP — NL2SQL, metadata, and analytics tools.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Upload, search, edit, and generate videos through Video Jungle from your LLM.
Technical marketing content creation, SEO, and product positioning tools based on Open Strategy Partners' methodologies.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Extract text, images, and metadata from local or URL PDFs as structured output, dir-confined.
Manage Apache APISIX gateway resources through natural language via the Admin API.
Search ENCODE, cross-reference 14 genomics databases, run analysis pipelines, and generate publication-ready methods from natural language.
Universal interface between AI agents and Alibaba Cloud Hologres — query metadata, run SQL, diagnose performance.
Search, govern, and manage Atlan data catalog assets from AI agents via the Model Context Protocol.
Check Maven dependency versions and look up the latest releases from Maven Central in real time.
Official Cloudinary server to upload, transform, and manage media assets via natural language.
Real-time Hyperliquid perp DEX data and insights for bots, dashboards, and analytics.
Read-only MCP server for searching and reading your macOS iMessage history and Contacts.
Maven Central dependency intelligence for JVM build tools: versions, upgrades, CVEs, licenses, and POM-aware analysis.
Debug Kubernetes & container workloads with eBPF kernel telemetry through an AI interface.