Discover Awesome MCP Servers

FolderBridge MCP

Enables AI clients to inspect and carefully edit a bounded local workspace via stdio, with a read-only default, conflict-safe updates, and no network listener or telemetry.

python-patterns-mcp

Exposes the 23 Gang of Four design patterns to AI coding agents for generation, canonical examples, AST-based detection, validation, and anti-pattern refactoring in Python codebases.

Ayrshare Unofficial MCP Server

Enables AI agents to interact with the Ayrshare API to publish social media posts, manage profiles, and handle comments or messages. It supports executing real-time API calls for analytics, media uploads, and automated scheduling across various social platforms.

MCP Subfinder Server

ProjectDiscoveryのsubfinderツールをラップし、JSON-RPC APIを通じて強力なサブドメイン列挙を行うModel Context Protocol (MCP) サーバー。

VN Stock API MCP Server

Provides access to Vietnamese stock market data and APIs from VNDirect, FireAnt, and SSI, including real-time stock prices, market news from CafeF, technical analysis (Doji patterns), and comprehensive stock listings.

MCP Node Time

A MCP server that provides timezone-aware date and time operations. This server addresses the common issue where AI assistants provide incorrect date information due to timezone confusion.

atlassian-mcp-server

An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confluence Cloud, enabling LLMs to search, read, write, and manage issues and pages.

gtm-mcp

Enables full Google Tag Manager management via the GTM API v2, including tags, triggers, variables, and version publishing, with workspace-based change tracking.

AAP Enterprise MCP Server

A comprehensive MCP server suite for Red Hat's automation ecosystem, enabling AI assistants to interact with Ansible Automation Platform, Event-Driven Ansible, ansible-lint, and official Red Hat documentation with secure domain validation.

core-context

A local MCP server that semantically searches Markdown context files and extension context links, providing tools for context_search, context_read, and context_status.

Tribunal TRT21: Consulta Processual

Provides read-only access to official Brazilian labor court (TRT21) process information via a single MCP tool, with prepaid credit-based pricing and compatibility with any MCP over HTTP client.

deepseek-mcp

Local MCP server that provides DeepSeek-powered code review, file analysis, and consultation tools for coding agents, enabling read-only analysis with minimal token overhead.

Lunar Birthday MCP Server

Enables Korean lunar-solar birthday conversion, including leap month support, using a Streamable HTTP MCP server.

gophish-mcp

An MCP server that provides a complete interface to the GoPhish API for managing phishing campaigns, groups, templates, landing pages, SMTP profiles, and users through natural language commands.

mcp-docqa-server

An MCP server that provides semantic search over a document corpus, enabling AI clients to retrieve and cite relevant chunks from indexed documents via RAG pipelines.

Ethora MCP Server

Enables integration with the Ethora platform through user authentication, registration, and application management operations. Supports creating, updating, deleting, and listing applications within the Ethora service.

Sbom Cyclonedx MCP

Generates SBOM in CycloneDX 1.6 and SPDX 2.3 formats, compliant with EO 14028, NIS2, and CRA.

Ghost Security MCP Server

A Model Context Protocol (MCP) server for the Ghost Security API, providing secure access to security findings and repository data through standardized tools.

unofficial-reddit-ads-mcp

Read-only MCP server for the Reddit Ads API v3, enabling AI assistants to analyze ad performance, campaigns, reports, and targeting without modifying anything.

Claude Error Collector

An MCP server that enables Claude to learn from user corrections by recording them as persistent rules in CLAUDE.md files. It manages project-specific or global guidelines to ensure the assistant avoids repeating the same mistakes in future sessions.

Maverick MCP

A behavioral intelligence server that detects a user's unique interaction style and adapts AI agent responses based on seventeen behavioral profiles. It enables agents to automatically adjust their tone, pacing, and autonomy level to better align with the specific needs of the human user.

Proms MCP Server

A lean MCP server that provides LLM agents with transparent access to multiple Prometheus instances for metrics analysis and SRE operations.

sibyl-memory-mcp

Enables AI agents to store and retrieve memories using the Sibyl memory system, integrated via MCP for both local and Docker environments.

Puppeteer Debugger MCP Server

An MCP server based on Puppeteer and Chrome DevTools Protocol for advanced browser debugging, performance analysis, and memory detection. It enables users to inspect DOM elements, monitor console errors, capture screenshots, and perform heap snapshot analysis through persistent browser connections.

es-eli-mcp

An MCP server for the Spanish BOE open-data API that retrieves metadata, structure, and full consolidated text of Spanish legislation using BOE IDs or dates, providing verifiable ELI identifiers and citations.

soif-mcp

MCP server for estimating the water footprint of LLM usage and comparing models by water cost.

night-margin-mcp

An MCP server that shows every pricing decision for a short-term rental portfolio net of turnover costs, focusing on net per available night to protect profit margins.

aegis

MCP server for auditing AI agent permissions and access by scanning for the trifecta of credentials, injection, and reach without heavy infrastructure.