AI & ML

A comprehensive MCP server providing secure, containerized access to 20+ Kali Linux penetration testing tools for security assessments, forensics, and vulnerability research.

A Neo4j GraphRAG server that enables semantic vector search, fulltext keyword search, and hybrid Cypher queries using various embedding providers via LiteLLM.

An MCP server that enables AI models to interface with Akave's S3-compatible storage for comprehensive bucket and object management, including file operations and signed URL generation.

A comprehensive MCP server providing a bridge to Claude Code CLI, enabling automated file operations, code refactoring, Git workflows, and terminal command execution through a standardized interface.

An MCP server that enables Claude to learn from user corrections by recording them as persistent rules in CLAUDE.md files. It manages project-specific or global guidelines to ensure the assistant avoids repeating the same mistakes in future sessions.

A comprehensive MCP server for managing Google Docs and Google Drive, supporting advanced document editing, formatting, table insertion, and full file operations across personal and shared drives.

A privacy-focused MCP server that enables LLMs to search the web via DuckDuckGo and extract clean, markdown-formatted web content using Jina Reader.

MCP (Model Context Protocol) Server. Enables dynamic task creation, tracking, and organization across multiple agents and projects using FastAPI and LangChain, with robust JSON-based task management and flexible operational capabilities.

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

Nano Banana MCP Server: Free Gemini/Tongyi Image Gen MCP Server for AI Workflows

A sequential thinking tool that enables complex problem-solving by breaking tasks into manageable steps with dynamic revisions, hypothesis verification, and intelligent tool recommendations.

A robust orchestration layer for AI agents that enables seamless delegation, real-time progress tracking, and transparent communication between specialized sub-agents.

A Model Context Protocol server that enables LLMs to search for keywords and fetch full page content from Wikipedia across multiple languages.

An implementation of the Model Context Protocol that provides AI clients with intelligent diagnosis and analysis capabilities for StarRocks databases, enabling SQL execution and performance monitoring.

A high-performance codebase search server that provides hybrid TF-IDF and vector retrieval with sub-50ms latency using StarCoder2 tokenization and AST-based chunking.

Local Intelligent MCP Planning Server - AI agent plan management and coordination

Convert GitHub repositories to MCP servers automatically. Extract tools from OpenAPI, GraphQL & REST APIs for Claude Desktop, Cursor, Windsurf, Cline & VS Code. AI-powered code generation creates type-safe TypeScript/Python MCP servers. Zero config setup - just paste a repo URL. Built for AI assistants & LLM tool integration.

Provides a comprehensive interface for the Wise (formerly TransferWise) API, allowing users to manage recipients and execute international money transfers.

Provides comprehensive administrative control over Discord communities through 128 operations covering moderation, messaging, and channel management. It enables AI assistants to manage server roles, events, and automations via the Model Context Protocol.

An MCP server for managing ERC-20 token safety by fetching approvals, revoking risky allowances, and monitoring transaction status across 50+ EVM chains.

Provides AI assistants with secure, read-only access to over 15,000 financial institutions across the US and Europe via the Model Context Protocol. It enables users to query account balances, transactions, and spending breakdowns through natural language conversation.

A cross-platform command execution server that intelligently translates shell commands for different operating systems and automatically detects project-specific package managers like npm, bun, pip, and poetry.

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

A blockchain intelligence MCP server that enables AI-powered semantic search, natural language querying, and detailed analysis of Ethereum addresses, transactions, blocks, and smart contracts.

Universal AI API Orchestrator: 252 tools, 17 services. Natural language interface.

A goal-agnostic parallel orchestration framework that enables sophisticated multi-agent coordination for tasks like code generation, UI development, and research through specification-driven architecture. It utilizes wave-based generation and intelligent context management to execute complex, iterative agentic loops.

An MCP server that recommends optimized background music for YouTube Shorts by analyzing video scripts for mood, pacing, and theme using the YouTube Music API.

Settlement protocol for AI agent swarms with hash-chained ledger and trust management

A highly efficient MCP server for Shortcut project management designed for Cloudflare Workers, offering a single-tool architecture that reduces token usage by 96% compared to the official implementation.

A high-performance trading automation server built on Bun that provides real-time market data, technical indicator analysis, and automated trade execution across BTC, ETH, SOL, and HYPE markets.