MCP Server Directory

Solar energy estimates, provider comparisons, and photovoltaic data for the Italian market.

📇 ☁️ 🍎 🪟 🐧 - AI detection for text content with GPTZero API. Detect AI-generated text, get confidence scores, multilingual support (French/Spanish), and detailed probability breakdowns.

🤖 - MCP server providing task specific agentic instructions. No more outdated Markdown files and synchronisation overhead.

Enables AI systems to receive and process neural signals from multiple EEG devices through real-time signal processing, providing brain activity data for more intuitive human-AI interactions.

📇 🏠 🍎 🪟 🐧 - Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive methods for vault operations including search, batch operations, tag management, and frontmatter handling. Works with Claude, ChatGPT, and any MCP-compatible AI assistant.

Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/nick1udwig/kibitz))

🐍 🏠 🍎 🪟 🐧 - Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated summaries, two-tier full-text search, checkpoint recovery, and a web dashboard.

🐍 🏠 🍎 🪟 🐧 - An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that allows you to control it using LLMs/natural language.

Bridges Codex and Unity Editor for live project inspection and manipulation through a loopback HTTP connection.

Provides secure API key storage and NPM package management with role-based access control, enabling developers to centrally store service credentials while maintaining dependencies.

📇 ☁️ - Provides AI-driven SVG generation and editing via natural language, with real-time updates and secure file handling.

🐍 ☁️ - MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.

🎖️ 📇 ☁️ - [Codex API](https://www.codex.io) integration for real-time enriched blockchain and market data on 60+ networks

Provides 3D print farm management tools including cost calculators, printer recommendations, and capacity planning.

[](https://glama.ai/mcp/servers/MarcelRoozekrans/memorylens-mcp) #️⃣ 🏠 🪟 - On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions.

MCP server for querying Pokémon data via PokeAPI with multi-provider LLM routing and a Streamlit chatbot frontend.

Provides AI agents with Taiwan fastener industry B2B supplier search, filtering, and comparison tools.

Provides directives, filters, API reference, and validation tools for the NoJS web framework.

🎖️ 🐍 ☁️ - Provides access to OpenTelemetry traces and metrics through Logfire

Provides evidence-based supplement recommendations with dosage guidance, medication interaction checks, and form quality classification.

Access Twinmotion-style visualization through Autodesk Platform Services to import models, configure scenes, render images, export videos, and manage views.

📇 🏠 - Help agents automatically write and test stories for your UI components.

Bridge Android devices to Windsurf IDE for sending prompts and code snippets via SSE transport.

🐍 ☁️ - An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.

Document-to-presentation workflows with PDF parsing, outline generation, and slide rendering.

📇 ☁️ - Model Context Protocol server for the JSR (JavaScript Registry)

📇 🏠 ☁️ - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

📇 ☁️ - MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.

☁️ - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt injection or malicious agent behavior. The underlying idea is to provide the agent with tools it would never use in its normal work.

🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

📇 ☁️ - Interact seamlessly with issues and merge requests of your GitLab projects.

🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other GitHub resources.

🐍 ☁️ 🍎 🪟 🐧 - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats, Slides and Sheets over stdio, Streamable HTTP and SSE transports.

Headless Neovim IDE kernel with full editor operations exposed as tools.

Provides a bridge to Wordware's API services for creating Notion pages, performing Google searches, retrieving Wikipedia information, and querying Google News

AI-powered photo and video enhancement service supporting super-resolution, denoising, portrait beautification, and restoration with 16 photo models and 8 video models.

Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`

[](https://glama.ai/mcp/servers/wooxogh/adr-mcp-setup) 📇 🏠 - Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review, duplicate detection, dependency graph, and stale ADR alerts.

📇 ☁️ - A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.

🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

🐍 🏠 - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.

🐍 ☁️ 🏠 - Deep research MCP server for OpenAI Responses API or Open Deep Research (smolagents), with web search and code interpreter support.

📇 🏠 - Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

🐍 🏠 – A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten mathematical formulas as clean LaTeX code.

Ollama integration exposing local models as tools with SSE transport, code review, file operations, and token-efficient file reading.