Discover Awesome MCP Servers

theses-mcp

MCP server that enables searching and retrieving Czech university theses from theses.cz, including full-text search, metadata, and direct PDF downloads with optional cookie-based authentication.

nable-rmm-mcp

Enables interaction with N-able RMM (N-sight) API to manage clients, sites, devices, and retrieve monitoring data such as checks, patches, and performance history.

mcp-markdown-tools

An MCP server that provides tools for analyzing, linting, formatting, and generating Markdown content. It enables users to programmatically manage Markdown files through features like table of contents generation, statistics calculation, and JSON-to-table conversion.

Pterasim MCP Server

Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.

Prediction-Examples-in-the-Alink-Tutorial

Two prediction examples in the Alink tutorial: input a year to predict GMV; input a piece of feedback to analyze its sentiment (positive/negative).

agent-cms

Agent-first headless CMS running as a Cloudflare Worker, providing MCP servers for schema/content management and editorial operations.

boxes-mcp

Enables managing GNOME Boxes virtual machines through libvirt/virsh, including lifecycle operations, snapshots, screenshots, and capability-gated keyboard, mouse, clipboard, and drag-and-drop interactions.

ai-memory

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories in local SQLite, ranks by 6-factor scoring, returns results 79% smaller than JSON. Works with Claude, ChatGPT, Grok, Cursor, Windsurf, and any MCP client.

Python MCP Server Development Framework

A comprehensive framework for building reliable Python MCP servers that enforces incremental development practices through Cursor Rules, featuring built-in security measures and a smart rule system.

mcp-server-template

Template repository for building a WebAssembly component MCP server using wasmCloud.

YouTube MCP Server Enhanced

Enables AI language models to interact with YouTube content through the YouTube Data API, including retrieving video details, transcripts, channel information, playlists, and searching videos with enhanced responses that include direct URLs.

DocAgent

AI-powered document generation suite that creates comprehensive software documentation including requirements, design specs, test strategies, and deployment guides through LangGraph workflows. Integrates with Cursor IDE via MCP to transform project ideas into professional documentation suites.

OpenKer Modeler MCP Server

Enables AI agents to traverse SysML v2 model graphs, query requirements, and perform impact analysis for model-based systems engineering. It allows agents to interact with plain-text models to automate documentation and refine system architectures.

copilot-mcp-server

Connects MCP-enabled editors to GitHub Copilot CLI for non-interactive code analysis, batch processing, and code review.

Remote Demo MCP

A local MCP server that automates the deployment of static directories to remote hosts using rsync. It features support for interactive SSH authentication including MFA/OTP flows and provides tools to verify reachable URLs after deployment.

confluence-mcp

MCP server for administering Atlassian Confluence Cloud wiki pages, supporting CRUD operations, page navigation, comments, attachments, and more.

mcp-safeguard

An MCP server that provides safeguard capabilities to protect against prompt injection and unsafe tool calls.

Log Reducer

Reduces log files to remove noise and duplicate information, cutting tokens by 70-90% for AI agents, preserving only errors, warnings, and unique events.

Obsidian Second Brain MCP

Enables AI agents to store and retrieve project context, bugs, decisions, and session logs by reading and appending markdown files in a local Obsidian vault, without requiring any cloud services.

Dice Rolling MCP Server

Provides cryptographically secure random dice rolls for AI assistants, supporting standard and advanced dice notation for tabletop RPGs and games.

MCP PC Control Server

Provides comprehensive PC control capabilities including file operations (read, write, edit, delete), directory management, file search, and shell command execution through the Model Context Protocol.

Codex LSP Bridge

Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grade semantic navigation including go-to-definition, find references, hover info, and symbols across multiple programming languages (Python, Rust, C/C++, TypeScript/JavaScript, React, HTML, CSS).

Quiver-MCP

Generate SVGs from text prompts and vectorize raster images using QuiverAI's Arrow model (#1 on SVG Arena). Includes baked-in prompt engineering guidance, reference image support, and an outputPath parameter to save SVGs directly to disk. TypeScript, MIT-licensed, requires a free QuiverAI API key.

bonsai-mcp

MCP server for reading, viewing, and editing IFC models using IfcOpenShell and Bonsai. Enables querying model data, viewing via Blender's viewport, and making IFC-semantic edits without raw mesh operations.

dnSpy-MCP

A Model Context Protocol server for static .NET assembly analysis, offering decompilation, IL disassembly, metadata inspection, and protection detection tools without executing target assemblies.

Análise de Crédito PF Completa

Enables complete credit analysis of Brazilian individuals from CPF, retrieving registration data, credit score, debts, and payment history. It is a hosted, read-only MCP server with prepaid per-query pricing.

TallyPrime MCP Server

Enables natural language interaction with TallyPrime accounting software via Claude AI, allowing querying reports, creating vouchers, and managing ledgers without manual navigation.

lightrag-mcp

Enables AI agents to query a persistent LightRAG knowledge base through any MCP client, offering both ready-made answers with source links and raw context retrieval for custom response generation.

OpenFoodFacts-mcp

This MCP is used to get realtime food data from OpenFoodFacts database. OpenFoodFacts is a largest food database in the world.

codeforge-mcp

Enables MCP-compatible clients to delegate senior software engineering tasks like code generation, review, Jira management, and architecture recommendations to a model with a senior engineer persona.