Discover Awesome MCP Servers

Grafyx

Enables AI coding assistants to understand codebase architecture in real time by parsing source code into a relationship graph and exposing call chains, dependencies, class hierarchies, and conventions via MCP tools.

swarm-mcp

MCP server that lets multiple coding-agent sessions on the same machine discover each other and collaborate through a shared SQLite database.

mev-mcp

An MCP server for inspecting MEV-relevant activity on Polygon, providing tools to check pending swaps, confirmed swap history, and gas price percentiles, while honestly reporting coverage limitations.

PLTM-Claude

An MCP server that gives Claude Desktop persistent memory, self-awareness, epistemic hygiene, and genuine agency across conversations with a typed memory system, embedding-based semantic search, a 3-judge memory jury, and a real-time dashboard.

SKP mcp

SkinKnowledgeBase provides source-backed skincare question answering and product comparison context for AI assistants through a public, read-only MCP endpoint.

Freqtrade Test Repository

Test repository for MCP server functionality

Memos MCP Server

Enables AI agents to interact with Memos instances for personal note-taking and knowledge management. Supports creating, searching, updating, and organizing memos with tags, dates, and visibility settings through natural language.

Canvas MCP

MCP server for Canvas LMS that exposes courses, assignments, modules, pages, files, grades, and submissions as tools for AI agents.

MCP_Server

Here are a few possible translations, depending on the specific context of "MCP Server" and "LLM Integration Process": **Option 1 (Most General):** * **Servidor MCP para el Proceso de Integración de LLM** * This is a direct translation and works well if "MCP Server" is a specific server with that name. **Option 2 (If "MCP" is an acronym and you want to keep it):** * **Servidor MCP para el Proceso de Integración de LLM** (Keeping the acronym) **Option 3 (If "MCP" needs further explanation or is a general type of server):** * **Servidor [Explanation of MCP] para el Proceso de Integración de LLM** * Example: **Servidor de Control de Mensajes para el Proceso de Integración de LLM** (If MCP stands for Message Control Protocol) **Option 4 (Focusing on the function of the server):** * **Servidor para la Integración de LLM basado en MCP** (MCP-based LLM Integration Server) **Important Considerations:** * **What does "MCP" stand for?** Knowing the full name of "MCP" is crucial for an accurate translation. * **What is the function of the MCP Server?** Understanding its role in the LLM integration process will help choose the most appropriate translation. * **Who is the target audience?** Technical audiences might be fine with the acronym "LLM," while a more general audience might need "Modelos de Lenguaje Grandes" (Large Language Models). **Therefore, to give you the *best* translation, please provide more context about what "MCP" means.**

local-memory-mcp

A local-first long-term memory system for AI coding agents, exposed as an MCP server.

delimit

One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.

EverQuest Legends MCP

Read-only Model Context Protocol server for EverQuest Legends public sources, enabling wiki search, news retrieval, and media access without authentication.

StockSpark MCP Server

Provides AI agents with 36 specialized tools for complete vehicle dealership management through the StockSpark/Carspark API, including inventory management, vehicle listings, image handling, pricing optimization, and multi-portal publishing.

Bengaluru AI Job Radar

Search for AI internship and early-career roles in Bengaluru using Tavily, save leads to a local JSON database, and render a Prefab dashboard UI.

ReasonForge

Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.

memoraeu

MemoraEU gives your AI a persistent, encrypted memory — sovereign, zero-knowledge, hosted in Europe. Works with Claude, Cursor, Windsurf, ChatGPT via MCP. Self-host for free (AGPL v3) or use the managed EU cloud.

@gapup/mcp-knowledge

Provides access to 9 AI executives offering board-ready business intelligence, competitor analysis, trend monitoring, and more via agent-payable endpoints.

Playwright MCP Server

Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.

SMB Sales Intelligence MCP

Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection handlers, cold email + LinkedIn DM templates, BANT/MEDDIC frameworks, closing tactics. Built by an ex-Criteo (268% quota) / ex-Deel ($12B) / ex-HBO / ex-Bloomberg enterprise AE. Use when your AI SDR needs real human-tested sales artifacts.

Stitch-MCP

An MCP server that exposes Google Stitch's AI-powered UI design capabilities as local tools. It enables project management, screen generation/editing, and design system operations by forwarding requests to Google's Stitch API.

MCP Server Hero

A professional Python framework and template for building robust Model Context Protocol (MCP) servers with modular architecture, enterprise features like authentication and rate limiting, and comprehensive tooling. Provides easy-to-use APIs for registering tools, resources, and prompts with full type safety and multiple transport support.

SAPient MCP

A production-ready MCP server that enables LLMs to automate SAP GUI using RoboSAPiens, supporting both stdio and SSE modes.

Supabase MCP Server

Enables AI assistants to interact with Supabase databases through standardized CRUD operations including querying, inserting, updating, and deleting records with support for filtering, pagination, and column selection.

Instagram Complete MCP Server

Enables AI assistants to manage Instagram Business accounts by automating content publishing, scheduling posts, and analyzing performance metrics. Supports posts, stories, reels, and carousels with detailed audience insights and hashtag discovery.

Crypto Indicators MCP Server

Provides real-time cryptocurrency market data and technical indicators (EMA, MACD, RSI, ATR, Bollinger Bands) from Aster DEX with multi-timeframe analysis support for trading pairs like BTC, ETH, and SOL.

thedailyworkflow-mcp

Bridges AI assistants with the largest curated AI directory, enabling search for MCP servers, AI tools, workflow pipelines, tutorials, Q\&A solutions, and prompts.

SuzyQ MCP Server

Enables chatting with the SuzyQ research co-pilot directly from Cursor IDE, supporting conversation history and multiple active conversations.

Replicate Imagen 4 MCP Server

Enables high-quality image generation using Google's Imagen 4 Ultra model through Replicate, with automatic local download and organized file management. Supports multiple aspect ratios, output formats, and configurable safety filtering.

strands-hub-mcp

MCP server to manage agents, prompts, sessions, and metrics using strands-hub data stored in S3. Provides tools for listing agents, creating prompt versions, and querying run metrics.