Discover Awesome MCP Servers

@p31/mcp-membrane

Membrane is an MCP server that combines DORA metrics, deploy checks, and gamification rewards into a post-deploy verification layer for AI agents.

Document Processing Server

Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.

Bitbucket Server MCP

An MCP server for Atlassian Bitbucket Server / Data Center, providing 66 tools for managing projects, repositories, branches, files, commits, pull requests, and code search with opt-in deletion operations.

n8n Advisor

Enables AI assistants to review workflow status in n8n instances, including active/inactive counts and workflows with recent errors.

Weather & Prayer Times MCP Server

Enables users to get weather information and Islamic prayer (Namaz) times, along with motivational prompts and random quotes. Integrates with OpenWeatherMap and Aladhan APIs to provide location-based weather data and prayer schedules.

trollspace-mcp

MCP server for the Trollspace API that exposes 47 type-safe tools for managing snippets, nuggets, todos, ideas, tools, repos, travel, subscriptions, and more.

arch-viewer

Provides AI-powered architecture analysis and visualization of codebases, exposing 17 MCP tools for querying components, dependencies, and generating interactive diagrams.

cdcx

MCP server for the Crypto.com Exchange API, providing 86 dynamically generated tools for market data, trading, account management, and more with real-time WebSocket streaming and safety enforcement.

Unsloth MCP Server

Mirror of

heracleum-tox-mcp-server

Reproduces the in-silico toxicological profile of Heracleum sosnowskyi metabolites from Rassabina & Fedorov (2025) using open-source models for LD50 prediction, toxicity classification, chemical space clustering, and synthesis cost estimation.

@aws/ftr-eval-mcp

Automates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning structured PASS/FAIL decisions with reasoning.

MCP Cron

MCP Server that schedule and manage tasks

Bitbucket

Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.

SmartBear MCP server

Enables AI assistants to interact with SmartBear's suite of testing and monitoring tools including BugSnag, Swagger, Reflect, and more through natural language, allowing querying of testing data, analysis of performance metrics, and management of test automation.

MES Document MCP

Enables AI agents to safely ingest, inspect, edit, and export manufacturing documents (Excel, PDF, Word, Markdown) with controlled patch workflows and MES entity extraction.

CodeMax

Cross-stack MCP server that scans frontend and backend code together, detects mismatches like phantom calls, dead endpoints, and field drift, and provides a full-stack health audit.

PubMed MCP Server

Enables searching PubMed's biomedical literature database and retrieving article metadata, abstracts, and full content through the E-utilities API. Supports advanced queries, batch operations, and multiple output formats with automatic rate limiting.

Gmail MCP Server

A Model Context Protocol server that enables AI assistants to interact with Gmail services, supporting email operations, draft management, and calendar functionality through Google API integration.

Quolle MCP

Enables AI agents to send transactional emails through Quolle, including sending, batching, canceling, and checking delivery status of emails.

Mr. Magic MCP Server

Bridges multiple lyrics providers (LRCLIB, Genius, Musixmatch, Melon) into a single toolchain accessible via MCP, HTTP, or CLI.

Aleph-10: Vector Memory MCP Server

Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities

Toolhouse MCP Server

This MCP server allows you to connect MCP clients with Toolhouse's tools.

XcodeBazelMCP

A comprehensive MCP server and CLI for Bazel-based Apple platform development, providing 112 tools across 19 workflow categories for building, testing, debugging, and managing iOS, macOS, tvOS, watchOS, visionOS, and Swift Package Manager projects.

Jina AI Search MCP Server

A Model Context Protocol server implementation that provides a standardized interface for interacting with Jina AI's Reader and Search APIs.

OCD - Organized Context Datastore (MCP)

Give your AI persistent, structured memory and let humans see it too. It stores project knowledge as Markdown files in a hierarchical tree, accessible via MCP tools and a built-in Web UI.

MCP Server for Awesome-llms-txt

MCP server for SecretiveShell/Awesome-llms-txt. Add documentation directly into your conversation via MCP resources.

dnomia-knowledge

Local knowledge engine for codebases with hybrid search, knowledge graph, and interaction tracking, enabling Claude Code to search and interact with project knowledge locally.

md-converter-mcp

Converts files (PDF, DOCX, PPTX, XLSX, images via OCR) and URLs to Markdown, enabling AI clients to read them via a single MCP tool.

Jules MCP Server

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.