Discover Awesome MCP Servers

session-memory

An MCP server for persistent session context, user preferences, project conventions, and indexed state, with features like full-text search, task management, and a web dashboard.

genome-map

Access industrial fingerprint data for insight into supply chain and company performance

Tududi MCP Server

Connects AI assistants to the Tududi productivity platform to manage tasks, projects, and notes using GTD methodology. It provides a standardized interface for LLMs to read and manipulate data through a suite of over 25 tools and resources.

mcp-qobuz

AI-native MCP server for Qobuz that enables searching, browsing, and managing your music library, including favorites, playlists, and current playback.

memdata-mcp

MCP server for persistent memory, enabling AI agents to store and semantically retrieve notes, decisions, and context across conversations using API keys or x402 payments.

mcp-gnu-units

Unit converter for AI agents, powered by the GNU units database — convert 3000+ units of measurement, evaluate compound unit expressions, reduce to SI base units, dimensional analysis. Offline, deterministic.

todo2code

MCP server that extracts and links code, tasks, documentation, and git history into a graph, then diagnoses discrepancies and generates reports.

mcp-server

MCP server with tools for managing routers, enabling network control through natural language.

neuromancer-mcp

Publish yourself as a remote MCP server, exposing your résumé via tools so company agents can evaluate and contact you.

Kroger MCP Server

A FastMCP server that provides AI assistants like Claude with seamless access to Kroger's grocery shopping functionality through the Model Context Protocol, enabling store finding, product searching, and cart management.

touchdesigner-agent-mcp

Enables LLMs to directly control, introspect, and build TouchDesigner networks in real-time through a Model Context Protocol server.

gemini-understanding

A minimal MCP server that exposes Gemini's web and multimodal understanding (video, audio, document, image) through five dedicated tools.

kokkai-giji-mcp

MCP server that provides tools and prompts for searching Japanese Diet (国会) proceedings using the National Diet Library API. Enables querying meetings and speeches with various filters and obtaining direct URLs to the records.

Identity Admin MCP Server

Enables admin operations for an Identity-Service, including user management, role assignments, and approval decisions via Cloudflare Workers.

claude-telegram-alerts

Sends Telegram alerts for Claude Code status updates, including notifications for task completion, user requests, and custom status updates with normal or urgent priority.

strudel-console

Enables music composition and playback using Strudel patterns in the terminal. Supports multi-track editing, effects, rendering to WAV, and AI-assisted composition via genre presets.

Multi-Container Log Correlator MCP Server

Enables debugging of distributed transactions by continuously ingesting Docker container logs, indexing them by trace/request ID, and exposing MCP tools to search, tail, and correlate logs across services.

Huawei MCP Server

A Model Context Protocol server that provides secure, controlled access to Huawei Cloud services (ECS, OBS, GaussDB, etc.) for AI assistants, enabling cloud resource management through conversational workflows.

mcp-bitbucket

MCP server for Bitbucket Cloud that exposes 35 tools covering repositories, pull requests, branching models, and pipelines, enabling AI clients to automate Bitbucket workflows.

MCP RiR

Generates room impulse responses as WAV files from natural language descriptions, enabling agents to create realistic or arbitrary reverb for audio production.

Mackerel MCP Server

Enables interaction with the Mackerel monitoring platform, providing tools to manage alerts, hosts, dashboards, services, monitors, and traces.

InstantCMS MCP Server

Provides a specialized environment for developing InstantCMS 2 addons and templates by exposing hooks, class APIs, and code structures to AI assistants. It enables automated scaffolding, validation, and searching of system components to streamline the creation of functional CMS extensions.

Humanitarian Negotiation MCP Server

Enables humanitarian negotiators to analyze complex situations using proven methodologies like Island of Agreement, Iceberg analysis, and stakeholder mapping. Provides structured frameworks for establishing common ground, understanding deeper motivations, and developing strategic engagement plans in high-stakes humanitarian contexts.

mcp-ikaos-story

Enables creating and modifying iKAOS Story prototype content, including reading context, saving content with optimistic revision control, and managing images, through a stdio MCP server that talks to the authenticated iKAOS Story API.

Website Scraper MCP Server

Extracts clean text content and metadata from website URLs using Beautiful Soup through a standardized interface for AI agents. It supports both Bearer token authentication and a blockchain-based pay-per-use protocol for flexible access.

mcp-server

Enables AI models to interact with local CSV and Parquet data through MCP tools, providing summarization and analysis capabilities.

Salesforce DX MCP Server

Enables LLMs to securely read, manage, and operate Salesforce org resources through Model Context Protocol tools.

tot-state

Enables persistent storage and retrieval of Tree of Thought search states in PostgreSQL, allowing the travel agent to maintain reasoning context across multi-turn itinerary optimization.

Chaitin Rivers Radar

Rivers Radar MCP Based on large language models, provides data querying, analysis and operation capabilities for Chaitin Rivers Cloud - Website Security Monitoring through MCP Tools.