Discover Awesome MCP Servers

Coreflux MCP Server

Connects Claude and other MCP-compatible AI assistants to a Coreflux MQTT broker, enabling them to discover and execute Coreflux commands for managing models, actions, rules, and routes through natural language.

MultiMind MCP Server

A structured tool that enables multiple AI agents to simulate reflective debate, where LLMs critique and refine each other's ideas to produce higher-quality solutions.

Source Parts MCP Server

Enables Claude to search and manage electronic components, PCB parts, and manufacturing services through direct access to the Source Parts API. Provides comprehensive product search, pricing, inventory checking, and parametric filtering capabilities for electronics procurement.

claude-soul

Self-improving learning engine for Claude Code. Extracts signals from sessions (corrections, successes,confusion), runs periodic reflections, and evolves behavioral frameworks through evidence. 9 MCP tools, automatichooks, local-only.

mcp-teslamate-fleet

MCP server combining TeslaMate historical analytics with Fleet API live data and commands. Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible client.

OpenDART MCP Server

Enables Claude to access the Korean Financial Supervisory Service's OpenDART API for corporate filings, financial statements, and disclosures.

Couchbase MCP Server

Enables LLMs to interact directly with Couchbase databases, supporting CRUD operations, N1QL queries, and data management through natural language.

drawio-mcp

Enables AI assistants to create, read, and edit draw.io diagrams with live preview in VS Code.

UK ONS MCP Server

Enables access to official UK Office for National Statistics data including demographics, economics, and social statistics through the ONS Beta API. Supports browsing, searching, and querying datasets with built-in shortcuts for popular statistics like inflation, regional GDP, and wellbeing data.

ROS2 MCP Server

Enables AI tools to interact with ROS2 robotics systems through natural language commands. Supports topic publishing/subscribing, service calls, message analysis, and auto-discovery of ROS2 interfaces for debugging and controlling robots.

Expo Dev Build MCP Server

Enables Claude to interact with physical iOS devices running Expo development builds via USB or network tunnels. It supports capturing screenshots, streaming system logs, managing applications, and retrieving device information through natural language.

Godot 4 Runtime MCP Server

Enables AI assistants to interact with running Godot 4 C# games in real-time, providing scene tree inspection, signal debugging, runtime property modification, and enhanced logging capabilities through 48 MCP tools.

RSpace MCP Server

A proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.

bmad-mcp-server

Enables AI assistants to leverage the BMAD methodology with 11 specialized agents and 36+ workflows for software development tasks.

swiss-academic-libraries-mcp

Enables AI models to search and retrieve bibliographic and digitized records from Swiss academic libraries (swisscovery, e-rara, e-periodica, e-manuscripta) via open protocols without requiring API keys.

Peekaboo MCP

Provides read-only access to your entire codebase while restricting AI agents to only modify files in a specific workspace folder, preventing unintended broad changes.

Tally Prime MCP Server

Bridges Tally Prime ERP with AI assistants, enabling querying financial reports, managing masters, creating vouchers, and analyzing GST data through natural language.

Smart File Manager MCP

An AI-powered file management system that integrates with Claude Desktop to provide intelligent file analysis, multimedia processing, and automatic organization.

Excel MCP Cleyrop

Generates formatted Excel (.xlsx) files from user requests and deposits them into Cleyrop project data.

Doctranslate.io MCP Server

A Model Context Protocol server providing document translation, text translation, and slide creation services with multilingual support and formatting options.

Local Figma MCP Bridge

Unofficial local MCP bridge for reading the currently open Figma file through a Figma plugin. Provides tools to inspect selection, file info, and export selected nodes as SVG/PNG.

ContextCrumb

ContextCrumb compresses long text, local files, and MCP catalog descriptions into denser context for LLM agents. It helps agents load more useful information into the context window and reduce token usage without turning the input into a summary.

OpenAI MCP Server

Enables advanced OpenAI GPT model integration with Claude through 5 specialized tools including GPT-5 reasoning, token optimization, context management, batch processing, and model comparison. Features intelligent fallback mechanisms and task-specific system prompts for enhanced AI capabilities.

Japanese Audio MCP Server

Downloads Japanese word pronunciation audio from JapanesePod101. Supports single word and batch downloads.

lamatok-mcp

MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live OpenAPI spec (users, videos, hashtags, music, comments). Local stdio via npx -y lamatok-mcp, requires only LAMATOK_KEY.

Immich MCP Server

An OpenAPI 3.0-based MCP server that provides structured access to Immich 2.0 server functionality through tools, resources, and contextual capabilities.

Weather MCP Server

Provides real-time weather alerts from the National Weather Service API via the Model Context Protocol. It allows LLMs to fetch active alerts for specific US states using both STDIO and SSE transport protocols.

revettr

Counterparty risk scoring for agentic commerce. Scores wallets, domains, IPs, and companies 0-100 before AI agents transact via x402 micropayments on Base

Promptheus

Refines and optimizes prompts for LLMs through adaptive questioning and intelligent clarification workflows. Supports multiple AI providers (Google, OpenAI, Anthropic, Groq, Qwen) with interactive prompt enhancement and targeted modifications.