Discover Awesome MCP Servers

XRAY MCP

Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.

aimarket-mcp-packager

Model Context Protocol (MCP) stdio server built with the official MCP Python SDK (FastMCP). Exposes 3 MCP tools: package_capability, generate_dockerfile, generate_claude_desktop_config — package AIMarket capabilities as Docker images + MCP manifest + Claude Desktop config. Entrypoint: mcp_stdio_server.py; root Dockerfile + glama.json in repo.

Paper Memory MCP Lite

Local-first MCP server for indexing and searching research materials (papers, notes, logs, READMEs) using SQLite FTS, with tools for memory management and evidence retrieval.

PyVista MCP Server

Enables 3D visualization capabilities through PyVista integration, allowing users to generate and export interactive 3D shape grids as HTML files. It provides tools for creating visual representations of geometric objects like cylinders, spheres, and arrows.

Mockups MPC

A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tools to send mockups via MCP tool calls for storage and browsing in a clean web gallery.

Flux Cloudflare MCP

An MCP server that enables AI assistants to generate images using Black Forest Labs' Flux model via Cloudflare Workers.

Devon

An MCP server that provides 33 tools for full DEVONthink integration, enabling users to search, manage records, and access smart groups through Claude Code. It supports document CRUD operations, metadata management, and utilizes DEVONthink's built-in AI for document summarization and classification.

Charles MCP Server

Enables AI agents to interact with Charles Proxy for HTTP traffic analysis, supporting incremental harvest, checkpoint timelines, and rich filtering tools.

Web Scraper MCP Server

Enables AI agents to fetch, clean, and extract readable content from web pages, optionally including links and images, via the scrape_url tool.

forensics-mcp

A local MCP server that wraps common forensic command-line tools for CTF/forensics competitions into MCP tools, enabling automated analysis of disk images, memory dumps, network captures, SQLite databases, archives, and steganography.

MCP Server

A Python implementation of the Model Context Protocol (MCP) that connects client applications with AI models, primarily Anthropic's models, with setup instructions for local development and deployment.

Zoho CRM MCP Server

Enables AI assistants to interact with Zoho CRM data through secure OAuth authentication, supporting comprehensive CRM operations including record management, search, bulk operations, and lead conversion.

Linear MCP Server

Uma implementação Linear MCP que lida com todos os tipos de recursos Linear.

Satori MCP Server

An MCP server that generates beautiful images from React components using Satori. Create social cards, blog headers, quotes, and custom images directly through AI assistants like Claude.

Swarmia MCP Server

Enables querying Swarmia's Export API for engineering metrics including pull request analytics, DORA metrics, investment balance, and effort reporting through an MCP interface.

EWS Meeting MCP

Safely schedule Outlook meetings on on-prem Exchange EWS with room-aware slot suggestions, local credentials, preview-confirmed writes, and audit-friendly lifecycle records.

MCP Server for LimeSurvey

Enables interaction with LimeSurvey API to create and manage surveys, questions, question groups, activate surveys, and export responses through standardized MCP endpoints.

MCPAGENT

Enables AI agents to discover and interact with onchain agent infrastructure on Base, including identity, micropayments, and tool capabilities via MCP.

io.github.KoyoYeager/pystub

Automatically detects packages that can be stubbed during Python exe building and generates minimal stub code to reduce executable size.

graphmemory

An MCP server that builds a semantic graph memory from a project directory, indexing documentation and code into graph structures and exposing 70+ MCP tools for search, knowledge management, task management, and more.

VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

qenex-pathfinder

Provides security scanning tools for Claude Code, enabling real-time vulnerability detection, code analysis, and rule explanations for codebases.

Dash MCP Server

Provides tools to interact with the Dash documentation browser API, allowing users to list installed docsets, search across documentation, and enable full-text search.

nucleo-mcp

An MCP server that provides Claude with direct access to local Nucleo icon libraries for searching, previewing, and exporting icons. It enables users to retrieve raw SVG source code, generate PNG previews, and export icons as vector PDFs directly from the Nucleo SQLite database.

OMOP MCP Server

Enables natural language exploration of OMOP CDM databases for concept discovery, patient count queries, and cohort SQL generation with support for multiple database backends.

my-mcp-ssh

An MCP server that enables large language models to connect to remote servers via SSH, execute commands, and transfer files securely.

Cinderwright

x402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Search by keyword, browse by category, free service submission.

FontLab MCP Server

Enables AI assistants to interact with FontLab for font design and manipulation, including querying font metadata, creating/modifying glyphs, applying transformations, and exporting fonts.

mega-mcp

Turn any public MEGA folder into a knowledge source for Claude & other LLMs

bonk-mcp

Enables token launching and trading on the Solana blockchain via the LetsBonk launchpad.