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coleam00-crawl4ai-rag

Integrates web crawling with RAG functionality to enable website content retrieval, storage in vector databases, and semantic searching over crawled data for enhanced knowledge access

jgravelle-jcodemunch

Token-efficient code exploration via tree-sitter AST parsing supporting 25+ programming languages.

brightdata-web-scraping

Integrates with Bright Data's web scraping infrastructure to provide real-time access to public web data through specialized tools for search engine scraping, webpage extraction, and structured data retrieval from popular websites.

playwriter

Connects to your running Chrome browser, enabling AI agents to automate it via Playwright API with existing logins and extensions.

perplexity

Connector for the Perplexity API, to enable web search without leaving the MCP ecosystem.

blazickjp-arxiv-mcp-server

Search and analyze academic papers from the arXiv repository.

zcaceres-markdownify

Converts diverse file types and web content to Markdown format using specialized tools for PDFs, images, audio, web pages, and more.

memanto-mcp

MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents can achieve long-term goals and avoid confusion.

kayba-ai-agentic-context-engine

Use when an agent should carry forward what it learned from its own successes and failures into later runs.

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.

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.