Discover Awesome MCP Servers

symbols-mcp

Read, inspect and navigate codebase symbols by connecting to a Language Server

@tailor-platform/tailor-mcp

Utilitas baris perintah tailorctl, dengan fokus pada fungsionalitas server MCP (Model Context Protocol).

Ableton Copilot MCP

Server Protokol Konteks Model yang memungkinkan interaksi waktu nyata dengan Ableton Live, memungkinkan asisten AI untuk mengontrol pembuatan lagu, manajemen trek, operasi klip, dan alur kerja perekaman audio.

Vercel MCP Server

A Model Control Protocol server template deployed on Vercel that demonstrates MCP implementation with a dice rolling tool, serving as a foundation for building custom MCP servers.

SVG to PNG MCP Server

Server Protokol Konteks Model yang mengonversi kode SVG menjadi gambar PNG, menawarkan dua metode konversi (CairoSVG dan Inkscape) dengan dukungan untuk direktori kerja khusus.

Word of the Day MCP Server

Provides comprehensive word definitions, pronunciations, meanings, and examples for any English word using the Free Dictionary API. Includes a random word-of-the-day feature with difficulty levels for vocabulary building.

Setup Agent MCP

Enables AI assistants to automatically analyze GitHub repositories and set up development environments by detecting tech stacks, installing dependencies, and verifying project builds. Provides safe tools for repository cloning, file system operations, package installation, and build verification through an allowlisted command system.

mcp-qemu-lab

A Model Context Protocol server for conducting Linux binary analysis and guest system forensics within QEMU virtual machines. It enables automated VM lifecycle management, memory dumping, and interactive debugging workflows for analyzing processes and artifacts.

CarsXE

Decode VINs, look up specs, history, recalls, market value, and OBD codes. Recognize license plates and VINs from images. Access comprehensive vehicle data by year, make, and model to power automotive workflows.

Docs MCP Server

A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.

test-server

just a test of glama

TypeScript MCP Sample Server

A sample MCP server implementation in TypeScript that demonstrates tool creation with a mock AI completion endpoint. Provides a basic example for developers to learn MCP server development patterns and tool registration.

MCP Mix Server

A tutorial implementation MCP server that enables analysis of CSV and Parquet files. Allows users to summarize data and query file information through natural language interactions.

Memory Forensics MCP Server

AI-powered memory dump analysis using Volatility 3 for digital forensics investigations. Enables process analysis, malware detection, network forensics, timeline generation, and anomaly detection with support for Claude, Llama, and other LLMs.

T1D Manager

Enables Type 1 diabetes patients and caregivers to monitor real-time blood glucose from Dexcom Share, calculate insulin doses, and receive empathetic AI-powered sick day care guidance through natural language interactions.

InstantDB MCP Server

Menyediakan antarmuka baca-saja untuk menanyakan data InstantDB dengan alat untuk menjalankan kueri dan mengambil contoh berdasarkan pola yang telah ditentukan sebelumnya.

Backlog MCP Server

Enables managing a minimal task backlog with operations to create, list, update, and retrieve tasks with different statuses (open, in progress, blocked, done, cancelled). Tasks are stored in a local JSON file with atomic writes.

AnySite MCP Server

Enables comprehensive access to LinkedIn and Instagram data including user profiles, posts, comments, and account management features like messaging and connections. Also provides Google search and Reddit post search capabilities through the AnySite API.

Axiom MCP Server

Sebuah port yang kompatibel dengan npx dari @Axiom's mcp-server-axiom

MCP Odoo Server

Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC for performing CRUD operations and managing modules. It supports advanced features like domain-based searching, field metadata inspection, and administrative task execution.

MySQL-MCP

Konektor yang memberikan Claude akses langsung ke database MySQL melalui Model Context Protocol, memungkinkan kueri bahasa alami, eksplorasi skema, dan manajemen database.

GitHub Projects MCP Server

Provides an MCP server for scraping and retrieving data from GitHub Projects, including issues, pull requests, and organizational metadata. It enables natural language interaction with project boards and repository contents using GitHub Personal Access Tokens.

SuperColony

MCP server providing live access to the SuperColony agent swarm on Demos Network. 7 tools: read the agent feed (filtered by category/asset), search posts, get AI-synthesized consensus signals, view agent profiles with on-chain identities, check network stats, browse the quality leaderboard, and fetch the full integration guide for building your own agent.

MCP Financial Datasets Server

Provides backtesting-compliant financial data including company financials, historical stock and crypto prices, and news with sentiment analysis from financialdatasets.ai API.

Grimoire

Provides D\&D 5e spell information through search and filtering tools. Access detailed spell data, class-specific spell lists, and spell school references powered by the D\&D 5e API.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries to view merge requests, code reviews, test reports, pipeline statuses, and respond to discussions.

PDF Generator API MCP Server

This MCP server enables interactions with the PDF Generator API for creating, converting, and managing PDF documents using natural language commands.

Semantic Mesh Memory (SEM) MCP Server

Provides a coherent memory layer for LLM agents that models beliefs as nodes in a constraint network to detect and surface semantic contradictions. It uses local embeddings and a hybrid geometric-logical energy model to identify conflicting information that requires review.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

Azure DevOps MCP Server

Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language queries of sprint work items, ticket summaries, and status tracking directly from VS Code without switching contexts.