MCP Servers

🐍 🏠 - This server enables LLMs to use calculator for precise numerical calculations

🐍 🏠 - MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst, validating Typst syntax, and generating images from Typst code.

🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operat

🐍 ☁️ 🏠 🍎 🪟 🐧 - SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather d

Magg is a meta-MCP server, an aggregator that manages and proxies multiple MCP servers behind a single connection. It gives LLMs tools to search for new MCP servers and their setup instructions, add and configure servers dynamically, enable or disable them on demand, and call the aggregated tools under unified prefixes, with configurations persisted across sessions and support for stdio, HTTP, and in-memory transports.

🐍 ☁️ - An MCP server that uses yfinance to obtain information from Yahoo Finance.

🐍 ☁️ - Comprehensive async Python SDK for with MCP server support. Features 45 tools for tasks, projects, tags, habits, focus/pomodoro sessions, and user analytics.

🐍 ☁️ - Get the LaTeX source of arXiv papers to handle mathematical content and equations

🐍 🏠 - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics.

🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities

🐍 ☁️ - MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management features.

🏠 🐍 - "primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

🐍 ☁️ - An MCP server that integrates with the Freqtrade cryptocurrency trading bot.

🐍 🏠 - An MCP Server to connect to searXNG instances

🐍 🏠 ☁️ - Model Context Protocol server for Fast Healthcare Interoperability Resources (FHIR) APIs. Provides seamless integration with FHIR servers, enabling AI assistants to search, retrieve, create

🐍 🏠 🍎 🪟 🐧 - Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 12 MCP tools, local-first.

🏎️ 🐍 🏠 🍎 🪟 🐧 - Headless IDA Pro binary analysis via MCP. Multi-session concurrency with Go orchestration and Python workers. Supports Il2CppDumper and Blutter metadata import for Unity and Flutt

🎖️ 🐍 ☁️ - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.

](https://glama.ai/mcp/servers/bx33661/Wireshark-MCP) 🐍 🏠 - Wireshark network packet analysis MCP Server with capture, protocol stats, field extraction, and security analysis capabilities.

🐍 🏠 🍎 🪟 🐧 - AI council server: query CLI agents (Claude Code, Codex, Gemini, and OpenCode) in parallel with deliberation rounds

🐍 ☁️ - AI-powered Reddit intelligence for market research and competitive analysis. Discover subreddits via semantic search across 20k+ indexed communities, fetch posts/comments with full citations,

🐍 ☁️ - Predict anything with Chronulus AI forecasting and prediction agents.

](https://glama.ai/mcp/servers/@BV-Venky/excalidraw-architect-mcp) 🐍 🏠 🍎 🪟 🐧 - Generate beautiful Excalidraw architecture diagrams with auto-layout, architecture-aware component styling, and stat

🐍 🏠 - Enhances any agent's reasoning capabilities by integrating the think-tools, as described in .

🐍 🏠 - A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last update

](https://glama.ai/mcp/servers/hidai25/eval-view) 🐍 🏠 🍎 🪟 🐧 - Regression testing framework for AI agents. Save golden baselines, detect behavioral drift, and block regressions in CI. Works with L

🐍 🏠 - Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

🐍 ☁️ - Alpha Vantage API integration to fetch both stock and crypto information

🐍 🏠 🐧 🍎 - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.

🐍 ☁️ 🏠 - DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

🐍 ☁️ - Interacting with Perplexity API.

🐍 🏠 Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.

](https://glama.ai/mcp/servers/@arthurpanhku/arthor-agent) 🐍 🏠 ☁️ - ...

🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

](https://glama.ai/mcp/servers/arthurpanhku/DocSentinel) 🐍 ☁️ 🏠 🍎 🪟 🐧 - MCP server for AI agent for cybersecurity: automate assessment of documents, questionnaires & reports. Multi-format parsing

🐍 ☁️ - Query Langfuse traces, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

🐍 - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.

🍎 Build iOS Xcode workspace/project and feed back errors to llm.

](https://glama.ai/mcp/servers/elvismdev/mem0-mcp-selfhosted) 🐍 🏠 🍎 🪟 🐧 - Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero

🐍 🏠 - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities

📇 🏠 - An implementation project of a JVM-based MCP (Model Context Protocol) server.

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

🐍 ☁️ - Query OpenAI models directly from Claude using MCP protocol

🐍 🏠 ☁️ - An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

🐍 🏠 ☁️ - MCP Server that connects AI agents to FHIR servers. One example use case is querying patient history in natural language.

📇 ☁️ - Web search capabilities using Microsoft Bing Search API

🐍 🏠 - A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible wi

🐍 🏠 🐧 - The Unitree Go2 MCP Server is a server built on the MCP that enables users to control the Unitree Go2 robot using natural language commands interpreted by a LLM.

🐍 🤖 - MCP server for ROS2 enabling AI-driven robotics applications and services.

MCP server that converts text to speech using the open-weight Kokoro TTS model (kokoro-onnx weights). It generates MP3 files (converting WAV output with ffmpeg) saved to a local folder, with an option to auto-upload them to an S3 bucket, and is configured through environment variables for voice, speed, language, and storage.

🎖️ 🐍 🏠 🐧 🍎 - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with .

🐍 ☁️ - An MCP server for querying wolfram alpha API.

🐍 🏠 🪟 🐧 🍎 - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.

🐍 ☁️ – A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop, etc) with the QuantConnect API—empowering you to create projects, backtest strategies, manage collaborators, an

🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more.

🐍 ☁️ - Read, create, update and delete Google Keep notes.

Cisco pyATS server enabling structured, model-driven interaction with network devices.

🐍 🏠 - MCP server for Autodesk Maya

MCP server that provides the latest cryptocurrency news to AI agents, powered by CryptoPanic. It implements a single tool, get_crypto_news, which fetches news or media content across a configurable number of pages (up to 10) and requires a CryptoPanic API key and plan.

🐍 ☁️ - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.