MCP Servers

🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction

🐍 ☁️/🏠 - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.

📇 ☁️ – An MCP server that integrates with Xero's API, allowing for standardized access to Xero's accounting and business features.

](https://glama.ai/mcp/servers/@flytohub/flyto-core) 🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Featu

🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.

📇 🏠 - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentatio

📇 ☁️ 🏠 - Streaming KoliBri MCP server (NPM: `@public-ui/mcp`) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local `kolibri-mcp`

📇 🏠 🍎 🪟 🐧 - Enterprise-grade Anki integration with natural language interaction, comprehensive note/deck management, and one-click MCPB installation. Built on NestJS with comprehensive test cover

📇 ](https://glama.ai/mcp/servers/@vinkius-labs/mcp-fusion) - A TypeScript framework for building production-ready MCP servers with automatic tool discovery, multi-transport support (stdio/SSE/HTTP),

📇 🏠 - Privacy-first document search server running entirely locally. Supports semantic search over PDFs, DOCX, TXT, and Markdown files with LanceDB vector storage and local embeddings - no API keys

🔥 ⛅️ - Firebase services including Auth, Firestore and Storage.

🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for

🦀 🏠 🍎 🪟 🐧 - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token reduction. Supports quantum-semantic mode with intelligent file ca

📇 🪟 ☁️ - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks a

📇 🏠 - Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.

🐍 🏠 🪟 - Enable AI LLMs to execute trades using MetaTrader 5 platform

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

XiYan MCP Server enables natural-language queries to databases, powered by XiYan-SQL, a text-to-SQL model. Its get_data tool converts a natural-language question into SQL with the built-in model, calls the database, and returns the query results.

🐍 ☁️ - Interact with Twitter search and timeline

🐍 🏠 ☁️ - MCP Server for Milvus / Zilliz, making it possible to interact with your database.

MCP server that converts Markdown content into interactive mindmaps, rendered as HTML using the Markmap library. It runs via pip, uvx, or Docker, and turns the Markdown heading hierarchy into the mindmap structure.

📇 🏠 - Generate visual charts using with AI MCP dynamically.

📇 🏠 - Run any command with `run_command` and `run_script` tools.

🍎🪟🐧🏠🌊 - MCP server for Radare2 disassembler. Provides AI with capability to disassemble and look into binaries for reverse engineering.

](https://glama.ai/mcp/servers/l33tdawg/s-age) 🏎️ 🏠 🍎 🪟 🐧 - Institutional memory for AI agents with real BFT consensus. 4 application validators vote on every memory before it's committed — no mo

MCP server for searching Unsplash images. It searches the Unsplash photo library with filters for keyword relevance, color schemes, and orientation, plus custom sorting and pagination, and requires an Unsplash API access key.

🐍 🏠 🎵 🎥 - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia.

📇 - Connect to VSCode ide and use semantic tools like `find_usages`

MCP server for conducting deep research on complex topics through a structured workflow. It elaborates and clarifies the research question, generates focused subquestions, searches the web for each subquestion, analyzes and synthesizes the sources with citations, and generates a structured research report; it is driven from a deep-research prompt template in an MCP client such as Claude Desktop.

](https://glama.ai/mcp/servers/smart-mcp-proxy/mcpproxy-go) 🏎️ 🏠 🍎 🪟 🐧 - Local MCP proxy with BM25 tool filtering, quarantine security, activity logging, and web UI. Routes multiple servers throu

🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment

Shodh-Memory is persistent cognitive memory for AI agents and robots that runs as a single binary with no LLM in the loop, no API keys, and no external databases, so it works fully offline. Storing and recalling memories uses local algorithms only: on-device embeddings, a cross-encoder reranker, and local entity and relation extraction that builds a typed knowledge graph; memories that are used often become easier to recall (Hebbian learning) while irrelevant ones decay. It connects to agents over MCP/HTTP and to robots over Zenoh/ROS2.

🐍 ☁️ - Integrates with Notion's API to manage personal todo lists

🐍 ☁️ 🐧 🪟 🍎 - Zabbix integration for hosts, items, triggers, templates, problems, data and more.

📇 ☁️ - An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

🦀 🏠 🚨 🍎 🪟 🐧 - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for enhanced contextual understanding.

🎖️ 📇 ☁️ 🏠 - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

📇 🏠 - MongoDB Lens: Full Featured MCP Server for MongoDB Databases

GUI application + tools for proxying / managing control of MCP servers by ****

📇 🏠 - An MCP server built on that converts **Markdown** to interactive **mind maps**. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visuali

☁️ - Curated directory of x402 payment protocol resources, MCP servers, and tools for HTTP 402-based USDC payments on Base, Arbitrum, and other EVM chains.

(TypeScript)

🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty huntin

☕ 🏠 - A JetBrains IDE plugin that exposes an MCP server, enabling AI coding assistants to leverage the IDE's indexing and refactoring capabilities (rename, safe delete, find references, call hierarch

🐍 ☁️ MCP for LLM to search and read papers from arXiv

(Java)

📇 🏠 - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to https://gistpad.dev and the .

☕ 🏠 - Connect to any JDBC-compatible database and query, insert, update, delete, and more.

🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

☕ 🏠 - A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.

🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data.

📇 🏠 🍎 - Search, read, create, and update Bear Notes directly from Claude. Local-only with complete privacy.

This repository contains a collection of MCP servers implemented in Java using the Quarkus MCP server framework, all runnable with JBang. The jfx server exposes a JavaFX canvas that an LLM can draw on; the collection also includes servers for JDBC databases, inspecting a running JVM, filesystem access, and interacting with a Kubernetes cluster.

🐍 - An MCP python server using Playwright for browser automation,more suitable for llm

🐍 ☁️ - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

🐍 🏠 - MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.

🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with mult

🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking

📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.