MCP Servers

Searches Google Flights for detailed flight information using direct API access, allowing users to find flights with precise filters like origin, destination, dates, cabin class, and stops.

MCP server implementing Atom of Thoughts, a decomposition-based reasoning framework for Markov LLM test-time scaling that breaks complex problems into atomic sub-problems for improved reasoning

An MCP server for academic paper search, intelligent filtering, and multi-platform push notifications. Supports 9-source parallel search (OpenAlex, Semantic Scholar, PubMed, arXiv, and more), 4-dimension weighted sorting, dual AI blind review, and integrations with Zotero and Obsidian.

from xieyuschen/gopls-mcp

Enables Claude to create, manage, and interact with Todoist tasks, projects, sections, labels, and comments through natural language commands.

A lightweight MCP server for detecting and filtering profane language in text inputs across multiple languages. Designed for chat applications, comment sections, and any platform with user-generated content that needs to maintain a clean environment.

Provides AI-powered security and moderation for Model Context Protocol (MCP) servers, automatically detecting and protecting existing configurations against potential prompt injection attacks while...

A unified MCP hub proxy that aggregates multiple MCP servers into a single interface, providing knowledge, memory, and tool management capabilities across any MCP client.

A powerful MCP server enabling AI assistants like Claude and GPT to interact with Home Assistant, controlling lights, climate, automations and more through natural language commands with secure, extensible architecture.

from Arman-Kudaibergenov/bsl-atlas

A Node.js SDK for interacting with the OpenAI Chat Completions API, providing streaming, conversation management, function calling, and the ability to save and restore chat sessions in both Node.js and browser environments.

MCP server providing AI models with access to Ukrainian statistical data from the State Statistics Service via the SDMX API v3. Supports multiple statistical domains including energy, demographics, and trade, with bilingual Ukrainian/English support and flexible data filtering.

An MCP server that provides on-demand design guidelines for AI models to generate interactive visualizations including charts, diagrams, mockups, and HTML controls. Loads structured design specs with color palettes, component patterns, and code templates only when visualization generation is needed.

An MCP server for the Get笔记 (GetNote) note-taking platform, providing tools to list, create, edit, and delete notes, manage tags, organize knowledge bases, and handle image uploads via the Open API.

MCP server that downloads webpages as markdown files using the r.jina.ai service. Features a configurable download directory, automatic date-stamped filenames, and the ability to list previously downloaded files.

An MCP server for the Meta Marketing API v25.0 providing 123 tools to manage Facebook and Instagram ad campaigns, audiences, creatives, insights, catalogs, and automated rules.

MCP server for the VisActor VChart library that enables AI assistants to generate interactive charts and visualizations. Supports a wide range of chart types including cartesian, polar, hierarchical, progress, word cloud, range column, and dual-axis charts with multiple output formats.

from tumourlove/monolith

Provides comprehensive weather and air quality data through multiple transport modes, retrieving current conditions, forecasts, and environmental metrics using the Open-Meteo API.

An AI-native server operations platform that lets AI write production-ready scripts, orchestrate multi-host tasks, schedule automated inspections with bot alerting, and provide Web SSH access with a built-in file manager.

MCP server implementation for Firebird SQL databases that allows LLMs to access, analyze, and manipulate data securely. Supports SQL queries, schema analysis, database management (backup/restore), performance analysis, and multiple transports including STDIO, SSE, and Streamable HTTP.

An MCP server for interacting with Mowen Notes (墨问笔记), supporting note creation and editing with rich text formatting (bold, highlight, links, quotes, internal note links), file uploads (images, audio, PDF via local files or remote URLs), privacy settings, and API key management. Compatible with MCP 1.9.1 and works with Cursor, Claude Desktop, and other MCP clients.

Generates, edits, and transforms raster and vector images using AI-powered tools like style creation, background removal, vectorization, and upscaling.

A production-grade GPU observability MCP server using eBPF to trace the full chain from Linux kernel events through CUDA API calls to Python source lines. Provides causal GPU debugging with under 2% overhead and zero code changes.

An MCP server and CLI tool that intelligently analyzes YouTube videos by processing subtitles server-side, reducing token usage from thousands down to 200-500 tokens sent to the LLM.

An MCP server that wraps OpenAI Codex CLI, enabling repository cloning, branch checkout, and code analysis through the Model Context Protocol with Docker and manual installation options.

Provides decentralized AI-powered search capabilities, retrieving and analyzing metadata from social platforms and web sources with sentiment analysis and contextual insights.

MCP server providing autonomous context awareness for development workflows. Continuously learns from codebase patterns and conversations using keyword analysis and relationship graphs to deliver relevant context when needed.

An MCP server that enables Claude Desktop to control and interact with the Godot game engine editor, featuring Meshy API integration for generating dynamic 3D scenes.

An MCP server that provides persistent AI memory by indexing past conversations with vector search via LanceDB, allowing AI clients to recall not just facts but reasoning patterns and thinking styles across sessions.