Discover Awesome MCP Servers

mcp-documentacao

MCP server that indexes technical documents and provides hybrid search (vector + BM25) for retrieval only, without generation.

MCP Quality Hub

Provides comprehensive code quality tools including linting, security scanning, TypeScript checking, and testing through a single MCP server. Integrates multiple quality analysis tools like Biome, ESLint, and Playwright for streamlined development workflows.

ti4-mcp

Provides Twilight Imperium 4 game data, rules lookup, faction strategy guides, and setup assistance via the Model Context Protocol.

sql-explorer-mcp

A read-only MCP server for browsing and querying SQL Server databases, providing tools to list schemas, tables, describe columns, and execute safe SELECT queries with validated parameters.

MCP Sequence Simulation Server

Enables the generation, mutation, and evolution of DNA and protein sequences using various evolutionary models and phylogenetic algorithms. It supports realistic next-generation sequencing read simulation and population-level evolutionary tracking for bioinformatics research and testing.

Qiita MCP Server

A comprehensive MCP server that enables AI to interact with all 68 functions of the Qiita API v2, covering articles, comments, tags, and team management. It allows users to perform CRUD operations on Qiita content and manage interactions through natural language.

ScholarAgent RAG MCP Server

A focused local-paper RAG MCP server that imports PDFs, indexes them into SQLite and ChromaDB, and retrieves section-aware paper chunks for use with Claude Code, Codex, or any MCP client.

sample-notes-mcp-server

A lightweight MCP server for managing text notes with add, list, search, and delete operations, persisting notes as a JSON file.

batman-mcp

MCP server for managing developer escalation (Batman system) to resolve incidents during sprints, with tools for developer CRUD, unavailability, authentication, and Batman assignment.

Agent-Comm-Hub

Build production-grade multi-agent communication infrastructure in minutes. Real-time messaging, task scheduling, shared memory, and trust-based evolution — all via MCP + SSE.

mcp-oceanbase

mcp-oceanbase

Vibing Steampunk (vsp)

An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, and test SAP ABAP code through natural language.

brain-mcp

An MCP server for managing Obsidian-style note vaults, providing tools for full-text search, note creation, and backlink tracking. It enables users to navigate, structure, and update their personal knowledge base through natural language.

Solr MCP

Server Python yang memungkinkan asisten AI untuk melakukan kueri pencarian hibrida terhadap indeks Apache Solr melalui Model Context Protocol, menggabungkan presisi kata kunci dengan pemahaman semantik berbasis vektor.

DeepPane MCP Server

The official stdio MCP server for creating DeepPane focus spaces and reading user-authorized focus history summaries.

Simple MCP Server

A TypeScript starter template for building MCP servers with example tools (echo, math operations, time, flight status) and resources (server info, greetings). Provides a modular architecture for easily extending with custom tools and resources.

CodeFlow MCP Server

Enables AI assistants to analyze codebases through semantic search, call graph generation, and function metadata extraction. Provides real-time code analysis with persistent vector storage for understanding complex code structures and relationships.

Shopify MCP Server

Enables interaction with Shopify stores through the GraphQL Admin API. Supports product management, customer data, order queries, blog/article management, and store-wide search capabilities through natural language.

mcp-vision-server

OpenAI-compatible vision MCP server with 14 provider presets that enables MCP clients to analyze images, including screenshots, text, and UI mockups, via a single analyze_image tool.

Strata Memory MCP Server

Enables AI agents to manage hierarchical memory with Markdown-based storage, tiered architecture (L0-L3), and hybrid retrieval for transparent and persistent context.

RealityScan MCP

Enables AI agents to control the RealityScan photogrammetry pipeline (align, mesh, texture, export) either headless or through a visible GUI, and includes a 360° video to perspective frames converter for pre-processing equirectangular and YouTube EAC content.

mcp-opencode

Enables querying a local PostgreSQL database via MCP tools, such as testing connection and listing clients.

smspm-mcp

MCP server for sending SMS via the SMSPM API. Send transactional SMS from Claude Desktop, Cursor, Windsurf, Cline, or any MCP client.

Glitch MCP

Connects AI developer tools to the Glitch Agent service for game marketing tasks such as Steam analysis, influencer outreach, PR planning, and approval workflows.

WorkplaceSearchAgent MCP Server

Enables AI agents to search, retrieve, and summarize content from workplace tools including Google Drive, Notion, Slack, and Confluence through secure Model Context Protocol.

Trunk.io MCP Server

Connects AI applications to Trunk Flaky Tests for root cause analysis of flaky tests and setup of test result uploads.

Pornhub MCP Server

Provides real-time statistics and market insights for the adult entertainment industry using data from major platforms and Google Trends. It enables users to analyze performer rankings, platform analytics, and global search trends through natural language queries.

YetiBrowser MCP

An open-source alternative to BrowserMCP that enables AI assistants to interact with web pages through a Chrome extension. Provides browser automation capabilities without closed-source dependencies by bridging MCP clients to active Chrome tabs.

jenkins-mcp-enterprise

A Jenkins MCP server for multi-instance build management, log inspection, failure diagnostics, and optional vector search.