MCP Servers

🏠 – 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/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.

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

🐍 Automatic operation of on-screen GUI.

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

(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.

🐍 ☁️ - 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.

🐍 📇 🏠 🍎 🪟 🐧 - 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

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.

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

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

MCP server that integrates with the Freshdesk helpdesk API so AI models can perform support operations. It provides ticket tools including create_ticket, update_ticket, delete_ticket, get_ticket, get_tickets, and search_tickets, plus get_ticket_conversation and tools for adding replies and notes to tickets.

🐍 ☁️ - A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.

🐍 🏠 - Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate Wikipedia, educational content, and other compressed knowledge archives wit

🐍 ☁️ - A mcp server for tracking cryptocurrency whale transactions.

🐍 ☁️ - An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.

📇 🐍 - A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces

](https://glama.ai/mcp/servers/sheawinkler/context-lattice) 🏠 🍎 🪟 🐧 🦀 🏎️ - Private-by-default memory and context layer for agents with Go/Rust runtime, staged retrieval across fused data backend

](https://glama.ai/mcp/servers/gebalamariusz/cloud-audit) 🐍 🏠 🍎 🪟 🐧 - Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terra

🐍 ☁️ 🏠 🍎 🪟 🐧 - Comprehensive personal data aggregation MCP server with Steam, YouTube, Bilibili, Spotify, Reddit and other platforms integrations. Features OAuth2 authentication, automatic token

🐍 ☁️ - Query and analyze Azure Data Explorer databases

🐍 🏠 - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.

MCP server that provides real-time and historical Crypto Fear & Greed Index data, powered by Alternative.me. It exposes resources (fng://current and fng://history/{days}) and tools including get_current_fng_tool, get_historical_fng_tool, and analyze_fng_trend, which reports the average value and trend direction over a chosen number of days.

](https://glama.ai/mcp/servers/paulburgess1357/nvim-mcp) 🐍 🏠 🐧 - MCP server providing AI assistants with full control of Neovim instances via msgpack-RPC. Read/edit buffers, run commands, send keys

🐍 🏠 - A MCP server that send desktop notifications with sound effect when agent tasks are completed.

🐍 🏠 🍎 🪟 🐧 - Structural codebase indexer exposing 17 query tools (functions, classes, imports, dependency graphs, change impact) via MCP. Zero dependencies.

🐍 🪟 🏠 MCP server for analyzing ROADrecon gather results from Azure tenant enumeration