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radar

Radar is an open-source Kubernetes observability and diagnostics MCP server. It exposes cluster health, workload diagnosis, logs, events, topology, audit findings, and remediation actions to AI agents through the Model Context Protocol.

zinja-coder-jadx-ai-mcp

JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.

graphjin

Enables AI assistants to query databases using natural language, with automatic schema discovery and SQL compilation.

signerlabs-shipswift

Shipping and logistics management with rate comparison, label generation, and tracking.

llmsresearch-paperbanana

Generates publication-quality methodology diagrams and statistical plots from text descriptions using a multi-agent pipeline with specialized agents for retrieval, planning, styling, visualization, and iterative refinement.

memodb-io-memobase

User Profile-Based Long-Term Memory for AI Chatbot Applications.

Contributed by Sentinel

financial-datasets

Provides direct access to stock market data including income statements, balance sheets, cash flow statements, historical prices, and market news through a locally-run server that integrates with the Financial Datasets API.

metapriseai-orgkernel

Use when every agent action must be traceable to a specific agent instance with its own key, scoped token and tamper-evident log.

notediscovery-mcp-server

NoteDiscovery is a self-hosted plain-markdown notes app (MIT, no telemetry) with a built-in stdio MCP server. The server exposes tools so AI clients (Claude Desktop, Cursor, etc.) can search, read, create, edit, tag, and instantiate templates against the same vault the web UI uses.

manusa-kubernetes

Manage Kubernetes, with additional support for OpenShift.

msgbyte-tianji

Bridges AI assistants with the Tianji platform to enable survey management, including querying results, retrieving detailed information, and listing workspace surveys without navigating the Tianji interface.

yctimlin-excalidraw

Enables LLMs to create and manipulate Excalidraw diagrams through a Node.js API that provides tools for element creation, modification, querying, and organization for AI-assisted diagramming and visual collaboration.

butterbase

AI-native open-source backend-as-a-service. Manage Postgres with RLS, auth, file storage, serverless TypeScript functions, durable objects, realtime, KV, AI gateway, and RAG via MCP, either HTTP at /mcp on a self-hosted instance or stdio with npx @butterbase/mcp.

vmoranv-jshook

JavaScript analysis, security auditing, browser automation, and hook injection via MCP.

cocoindex-code

embedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent

samuel-gursky-davinci-resolve

Enables developers and video editors to automate complex workflows in DaVinci Resolve by providing a flexible Python-based scripting interface for timeline manipulation, clip analysis, color correction, and media pool management.

louislva-claude-peers

Enables Claude Code instances to discover each other and exchange messages in real time via a local broker daemon.

zilliztech-memsearch

Use when several coding agents should share one memory store instead of each keeping its own notes.

kingjulio8238-memary

Use when you want a well-known reference implementation of agent memory over a knowledge graph to read or fork.

dsphper-lanhu

Extracts design specifications and requirements from Lanhu design collaboration platform

office-word

Provides a bridge to Microsoft Word for creating and modifying documents with features like text formatting, table manipulation, image scaling, and style management

webclaw

Web extraction engine for LLMs with TLS fingerprinting to bypass bot detection, delivering clean markdown output.

chrishayuk-mcp-cli

Yet another CLI tool for testing MCP servers

mixelpixx-kicad-pcb-designer

Enables LLMs to directly interact with KiCAD for printed circuit board design.