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macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Create, read, and modify Excel workbooks with your AI agent — no Microsoft Excel required.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Render Semiotic charts, validate configs, and get chart recommendations via MCP tool calls.
Built-in MCP server for the open-source Kubernetes UI — lets AI assistants query and operate your cluster.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
AI-driven mini Kubernetes dashboard with a built-in MCP server exposing 49 cluster operation tools
Shell and coding agent for Claude and other MCP clients with tightly integrated shell and file-editing tools.
Surgical Obsidian vault editing — read, write, search, and patch notes, tags, and frontmatter.
Official SonarQube MCP server: bring code quality, security, and coverage analysis from SonarQube Server or Cloud into AI agents.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Give AI assistants structured access to MySQL, PostgreSQL, SQLite, Oracle, and TimescaleDB simultaneously.
Interact with 60+ EVM chains: balances, transfers, contracts, ENS, and ABI fetching.
Terraform MCP server letting AI assistants read, plan, apply, analyze, and manage Terraform infrastructure.
Analyze BloodHound Active Directory attack paths with natural language via 75+ Cypher-backed MCP tools.
Let AI agents generate audited smart contracts using OpenZeppelin Contracts libraries.
Hyperbrowser's cloud browser MCP — scrape, crawl, extract structured data, run CUA/Claude/Browser-Use agents.
Bring Figma design data into your coding agent to implement designs the Flutter way.
Grounded access to the FLOX trading framework surface for AI coding agents.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Give AI assistants full control over Aseprite to create pixel art and animated sprites.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Multi-cluster Kubernetes MCP server with 59 tools for resources, pods, nodes, deployments and YAML.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
MCP server for OpenAI GPT-4o / gpt-image-1 image generation and editing.
Official Recraft server for raster and vector image generation, vectorization, and editing.
MCP server for spatial transcriptomics analysis via natural language
Universal MCP server that drives your test suite end-to-end: run pytest/Jest/Cypress/Go/Maestro, analyze pages, generate tests, and advise.
Bring CodeLogic's software dependency and impact-analysis data into your AI coding assistant.
Turn any OpenAPI spec into an MCP server, exposing your API endpoints as strongly typed tools.
Multi-DEX perpetual futures MCP server for Pacifica, Hyperliquid, Lighter & Aster — market data, trading, and funding-rate arbitrage.
Context-aware knowledge base for Klever blockchain smart-contract development on the Klever VM SDK.
Manage Kubernetes clusters and diagnose workload health via MCP.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Connect AI agents to OPC UA industrial systems to monitor, analyze, and control operational data in real time.
Debug Kubernetes & container workloads with eBPF kernel telemetry through an AI interface.
Connect AI agents to industrial IoT: read and write Modbus registers and coils over TCP, UDP, or serial.