MCP Servers

](https://glama.ai/mcp/servers/PhpCodeArcheology/PhpCodeArcheology) 🏠 🍎 🪟 🐧 - PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, probl

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

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

₿ A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.

🐍 ☁️ – 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.

A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure

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

📇 ☁️ - Chat with OpenAI's smartest models

📇 ☁️ - A MCP server for the Open Library API that enables AI assistants to search for book information.

🐍 🏠 - MCP server for Autodesk Maya

🎖️ 🏎️ 🏠 - Provides comprehensive integration with your and for working with logs, investigating and debugging tasks related to your VictoriaLogs instances.

MCP server that provides token-efficient access to OpenAPI v3.0 and Swagger v2.0 specifications through MCP Resource Templates, so clients can explore paths and components on demand without loading a whole spec into the model's context. Specs load from local file paths or remote URLs, and Swagger v2.0 documents are automatically converted to OpenAPI v3.0 on load.

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.

🏠 – A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.

](https://glama.ai/mcp/servers/transloadit/node-sdk) 📇 ☁️ 🏠 🍎 🪟 🐧 - Agent-native media processing via Transloadit's 86+ Robots: video encoding (HLS, H.264, VP9), image manipulation (resize, water

📇 ☁️ PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.

📇 ☁️ - Open-source customer feedback platform with built-in MCP server. Agents can search feedback, triage posts, update statuses, create and comment on posts, vote, manage roadmaps, merge duplicates

](https://glama.ai/mcp/servers/lyonzin/knowledge-rag) 🐍 🏠 🍎 🪟 🐧 - Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware chunking, query ex

MinerU-Ecosystem is the official toolkit for the MinerU Open API, including a Python MCP server for document parsing. It converts PDFs, Word and PowerPoint files, images, spreadsheets, and web pages to Markdown or JSON with a VLM+OCR dual engine supporting 109 languages, formulas to LaTeX, and tables to HTML; the repository also ships a CLI, Python, Go, and TypeScript SDKs, and LangChain and LlamaIndex integrations.

🐍 ☁️ 🏠 - MCP Server for Yandex Tracker. Provides tools for searching and retrieving information about issues, queues, users.

☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, giving AI coding assistants full programmatic control over the debugger.

🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools.

📇 ☁️ - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

📇 ☁️ - Rijksmuseum API integration for artwork search, details, and collections

trace-mcp is framework-aware code intelligence for AI agents: it indexes a codebase once into a cross-language dependency graph and serves precomputed answers through MCP (182 tools, 81 languages, 88 framework integrations) instead of having the agent re-read files. Tools such as get_change_impact return the blast radius of a change across languages and frameworks, and query_decisions searches a decision knowledge graph linked to the code; the same engine also indexes Markdown knowledge vaults (Obsidian, Logseq, plain Markdown), and code stays local.

🐍 Automatic operation of on-screen GUI.

Build SAP ABAP based MCP servers. ABAP 7.52 based with 7.02 downport; runs on R/3 & S/4HANA on-premises, currently not cloud-ready.

](https://glama.ai/mcp/servers/kushneryk/join.cloud) 📇 ☁️ 🏠 - Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange messages in real time via SSE. Supports MCP and A2A prot

🐍 🏠 🐧 🍎 - A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.

](https://glama.ai/mcp/servers/teolex2020-aurasdk) 🐍 🏠 — Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.

(Python) - Open-source framework for building enterprise-grade MCP servers using just YAML, SQL, and Python, with built-in auth, monitoring, ETL and policy enforcement.

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

📇 🏠 - MSSQL database integration with schema inspection and query capabilities

🎖️ 📇 ☁️ 🏠 - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally.

](https://glama.ai/mcp/servers/@roomi-fields/notebooklm-mcp) 📇 🏠 🍎 🪟 🐧 - Full automation of Google NotebookLM — Q&A with citations, audio podcasts, video, content generation, source management, a

🎖️ 📇 ☁️ 🍎 🪟 🐧 - identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development.

Xquik is an X (Twitter) data service that exposes X data through REST APIs, SDKs in several languages, a CLI, and a remote MCP server. It scrapes Twitter search results, tweets, profiles, followers, and replies; public reads need an Xquik API key and no official X developer account, while private reads and X account actions require a connected X account, and bulk extraction jobs support larger, bounded datasets with export formats such as JSON and JSON Lines.

An Elixir library providing an implementation of the Model Context Protocol (MCP) over Server-Sent Events (SSE). It includes SSE connection management, JSON-RPC message handling, tool registration and execution, session management, and automatic ping/keepalive; developers implement the MCPServer behaviour callbacks to build their own MCP server, including within Phoenix or Plug applications.

📇 ☁️ MCP server to interact with Quran.com corpus via the official REST API v4.

MCP Swagger Server converts OpenAPI/Swagger specifications into Model Context Protocol format with zero configuration, turning REST APIs into tools AI assistants can call. It is CLI-first with a guided, step-by-step command-line flow, supports SSE, Streamable HTTP, and stdio transports and Bearer <redacted> authentication, and the monorepo also contains an OpenAPI parser package and a REST API backend package.

🐍 ☁️ - Tastyworks API integration to handle trading activities on Tastytrade

🎖️ ⛅️ 🏠 🐍 - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provid

🐍 ☁️ - Interact with APIs to access real-time and historical financial market data for your AI agents.

📇 ☁️ - Miro MCP server, exposing all functionalities available in official Miro SDK

📇 ☁️ - MCP server for Google Sheets API integration with comprehensive reading, writing, formatting, and sheet management capabilities.

📇 🏠 - Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.

📇 🏠 - An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

🐍 📇 🏠 🍎 🪟 🐧 - Real-time security framework for MCP servers that detects and blocks malicious AI agent behavior by analyzing tool call patterns and intent across multiple threat detection engines

](https://glama.ai/mcp/servers/@PSPDFKit/nutrient-dws-mcp-server) 📇 ☁️ 🍎 🪟 🐧 - MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OCR, watermark, and extract data from PD

pdfmux is a PDF extraction tool with a built-in MCP server, plus loaders for LangChain and LlamaIndex. It classifies each page (digital, scanned, tables) and routes it to one of seven built-in backends (including PyMuPDF, RapidOCR, Docling, Surya, and Marker) or an LLM fallback, then audits its own output for blank pages, scrambled columns, and broken tables, re-extracting failures and flagging pages it still cannot read instead of silently dropping them; its verify command can also certify other extractors' output for silently dropped pages.

📇 🏠 - Create spaced repetition flashcards in to remember anything you learn in your chats.

](https://glama.ai/mcp/servers/@aitytech/agentkits-memory) 📇 🏠 🍎 🪟 🐧 - Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic contex

](https://glama.ai/mcp/servers/Battam1111/Myco) 🐍 🏠 🍎 🪟 🐧 - Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse / immune / molt / …)

📇 🏠 - Update, create, delete content, content-models and assets in your Contentful Space

📇 🏠 🍎 🪟 🐧 - Security-hardened NotebookLM MCP with post-quantum encryption (ML-KEM-768), GDPR/SOC2/CSSF compliance, and 14 security layers. Query Google's Gemini-grounded research from Claude and

🐍 🏠 - Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare power/pace PRs through Claude Desktop.

🏎️ ☁️ Tools to the query and execute of Dify workflows