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A Model Context Protocol (MCP) server that enables AI assistants to search, retrieve, and analyze content from Xiaohongshu (Little Red Book), providing access to notes, user information, and trending topics.

Redshift Admin MCP Server

A Python-based MCP server for administrative actions on Amazon Redshift

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, explore schemas, and retrieve sample data.

A penetration testing MCP server that runs 20 hacking tools inside a Kali Linux Docker container, enabling AI assistants to execute security scans and attacks via natural language.

Exposes structured prompt generation tools for refactoring protocol and governance specifications via MCP, enabling teams to generate, validate, and retrieve standardized refactoring prompts through automation scripts and HTTP APIs.

Hybrid code decomposition — AI plans module boundaries, deterministic engine handles routine extractions. Split monoliths into clean modules. JS and Python built in, AGPL-3.0.

Enables searching the Refero design catalog in plain English and generates DESIGN.md files for any project.

MCP server for managing affiliate and referral programs. Track referrals, manage affiliates, process conversions, and handle payouts through AI assistants like Claude, Cursor, and ChatGPT.

Refine messy backlog items into structured, actionable work items with titles, acceptance criteria, T-shirt estimates, and priorities. Free tier included — Pro/Team tiers via license key.

Enables reflective thinking and memory storage with support for multiple AI providers (OpenAI, Anthropic, Gemini, Ollama) or local fallback. Stores contextual memories locally and provides tools for reflection, questioning, note-taking, and summarization across different conversation keys.

Enables users to connect their Reflect account to MCP-compatible clients to manage notes, graphs, and links. It provides tools for creating or appending to daily notes, listing books, and managing content via the Reflect API.

Instant, code-aware local search engine

Enables chatbots to browse, search, create, and edit Markdown documents stored in RefMD through a hosted SSE endpoint with OAuth 2.1 authentication.

Tailors a resume to a job description by providing two voice-preserving versions and a provenance summary.

Refunc MCP

Refunc Model Context Protocol Server

Provides programmatic access to the Regen Network blockchain, allowing AI agents to interact with ecological credit markets and track carbon or biodiversity assets. It includes over 45 tools for querying blockchain modules, analyzing marketplace dynamics, and performing portfolio impact assessments.

Regex AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

RegexForge gives AI agents a reliable way to get a regex without asking an LLM to hallucinate one. Pass in labeled examples (strings that should match, strings that shouldn't) plus an optional description; get back the regex, a proof matrix showing it handles every example, and a backtracking-risk audit flagging catastrophic-backtracking patterns. Pure symbolic synthesis over a template bank with

Exposes Registry Browser operations (embed, de-embed, publish, create packages) as MCP tools for AI agents and IDE integrations to manage Unity packages programmatically.