MCP Servers

MCP server providing semantic, keyword, and hybrid search across 370,000+ Apple documentation pages and 1,300+ WWDC transcripts for AI-assisted Apple platform development

An advanced collective intelligence operating system that orchestrates AI agent swarms for complex problem-solving and collaborative task execution.

MCP server for Xiaohongshu (Little Red Book) automation using Playwright. Supports auto-login, keyword search, note content retrieval, comment fetching, and intelligent comment publishing with multiple comment types including promotional, engagement, consulting, and professional modes.

An MCP server that connects Korean legal data — statutes, court rulings, legal interpretations, administrative appeals, and Constitutional Court decisions — from the official National Law Information Center, allowing AI assistants to answer legal questions in natural language across 10 legal domains including labor, real estate, and personal data.

Validates AI-generated code for logical correctness, edge case handling, and potential technical debt before code is committed or deployed, acting as a pre-emptive quality control gate.

Queries Shodan's network intelligence API to retrieve comprehensive information about IP addresses, including open ports, services, vulnerabilities, and device details.

from dddabtc/winremote-mcp

from danielcy/coze-mcp-for-openclaw

from Nyrok/flompt

Enables AI agents to programmatically search, analyze, extract insights, and interact with YouTube video content through intelligent API interactions.

A persistent memory system for AI coding agents that stores decisions, lessons, and context across sessions, available as an MCP server.

Provides comprehensive financial data retrieval tools for the China stock market, offering historical stock data, real-time quotes, news, and financial statements through a standardized MCP server ...

A Model Context Protocol (MCP) server that transforms how you interact with Google Search Console. Stop exporting CSVs and start asking questions.

A local MCP memory system for AI coding agents that provides persistent cross-session memory with semantic search, auto-capture of decisions and lessons, checkpoint/resume for tasks, graph relationships between memories, and intelligent forgetting — achieving the #1 score on LongMemEval.

from Kargatharaakash/stitch-mcp

Why it matters to you. Part of oxylabs/oxylabs-mcp.

MCP server integrating with SerpApi for comprehensive search engine results across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more, with real-time weather data support

An MCP server providing 188 tools across 36 U.S. government and international data APIs, covering economic, fiscal, health, education, energy, environment, legislative, and many other datasets — accessible via any MCP client.

MCP server for inspecting and analyzing running Go processes, providing goroutine states, memory statistics, and binary information with terminal UI and HTTP API support

Provides a declarative Datalog-style domain-specific language (EDSL) in Haskell for expressing and querying graph-like relationships and transitive closures as a monad transformer.

A single-binary CLI and MCP server for homelab management that lets you monitor servers, control Docker containers, wake machines with Wake-on-LAN, and scan your network — all from chat interfaces like Claude, ChatGPT, or Cursor with zero dependencies.

Delivers local, graph-based reasoning by connecting thoughts through rich relationships, performing similarity searches, and evaluating thought quality using deterministic heuristics without external APIs.

An MCP server that enables AI agents like Claude, Cursor, and Windsurf to create, edit, and manage Excalidraw diagrams directly within conversations, leveraging Excalidraw's hand-drawn aesthetic and JSON-based format for programmable diagramming.

MCP server that generates Excalidraw architecture diagrams with auto-layout, stateful editing, and architecture-aware component styling, no API keys required.

Enables Claude to manage Todoist tasks, projects, and workflows through natural language interactions, providing comprehensive task manipulation capabilities.

A unified MCP interface that aggregates 50+ tools, skills, and custom Photons into 2-3 simple tools (find, code, run), featuring code mode execution with TypeScript, scheduling, skills discovery, smart caching, and health management across all connected MCPs.

Provides a hierarchical memory management system for AI conversations, enabling persistent context retention across multiple interactions by dynamically storing, categorizing, and recalling information.

An AI-powered MCP server for automated security assessment of documents and questionnaires, supporting PDF, Word, Excel, and PPT formats. Features a RAG-based knowledge base for policy compliance checks, structured JSON/Markdown output with risk items and remediation suggestions, and integration with multiple LLMs including OpenAI, Claude, and Ollama.

A production-ready SQL parsing SDK for Go that tokenizes, parses, and generates ASTs from SQL with zero-copy optimizations, handling 1.25M+ operations per second with sub-microsecond latency across 6 SQL dialects and 85% SQL-99 coverage.

An AI-powered security assessment MCP server that automates review of documents, forms, and reports against policy and knowledge bases, producing structured risk reports with compliance gaps and remediation suggestions. Supports PDF, Word, Excel, PPT input and multiple LLMs including OpenAI, Claude, and Ollama.