Discover Awesome MCP Servers

packet-coders-mcp

A local MCP server for interacting with a network lab, supporting read-only and configuration tools for devices like Arista EOS switches.

psamvault-mcp

MCP server for psamvault — lets AI agents use your stored credentials without ever seeing their plaintext values.

Knowledge Graph MCP Server

Enables fast code analysis and navigation through hybrid semantic search, graph-based relationship tracking, and structure exploration across multiple programming languages with optimized indexing for large codebases.

Emlog MCP Server

Enables AI assistants to interact with Emlog blog systems through a standardized Model Context Protocol interface, supporting content management operations like creating/updating articles, managing comments, uploading files, and accessing blog resources.

steam-trends-mcp

Track concurrent player counts and game momentum for any title on Steam via AI assistants.

bd-explore

Enables AI agents to query a beads store for issues, notes, comments, and memories, returning full verbatim content and relationship neighborhoods under an output budget.

workshop-27-08-26

A Model Context Protocol server template that enables running and experimenting with stdio and HTTP transports, and simulating AI agent interactions with custom tools such as deploys, git checks, API references, and status queries.

UniFi MCP Server

Enables AI agents to manage UniFi network infrastructure via the Model Context Protocol, supporting device management, network configuration, security, and QoS through local or cloud APIs.

GSC-MCP

Enables natural language analysis of Google Search Console data through Claude, with pre-built tools for quick wins, cannibalization detection, content decay, and more.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

Skyflow PII MCP

Remote MCP server for PII detection, de-identification, tokenization, and re-identification using a Skyflow Vault.

prolog-mcp

MCP server wrapping SWI-Prolog for symbolic reasoning, enabling coding agents to assert facts and query rules deterministically.

Enterprise AI Bridge (MCP)

An MCP server bridging AI agents with enterprise productivity suites, enabling Jira automation, Microsoft Graph integration, and web research via Tavily.

spider-mcp

An MCP server that enables agents to automate Douyin and Xiaohongshu, including login, search, scraping, publishing, and commenting.

Camoufox Browser MCP

Provides stealthy browser automation capabilities using a custom Firefox build designed for anti-detection. It enables users to navigate pages, interact with elements, and manage persistent browser sessions through natural language.

Obsidian Vault Search for Claude

Enables Claude to search and analyze Obsidian vault content using ripgrep with support for wiki links, backlinks, frontmatter properties, orphaned notes, and intelligent context detection showing which heading or property contains each match.

ARC-1

MCP server for SAP ABAP systems

openapi-mcp-proxy

An MCP server that provides tools for exploring large OpenAPI schemas without loading entire schemas into LLM context. Perfect for discovering and analyzing endpoints, data models, and API structure efficiently.

ShackleAI Memory MCP

Persistent memory for AI coding tools, enabling AI assistants to store and recall project decisions, conventions, and context across sessions.

Finance MCP Server

Provides real-time financial data from Yahoo Finance to Large Language Models through the Model Context Protocol, enabling AI models to access stock prices, historical data, and company information.

omnicinema-mcp

Local MCP server that plans, generates, and assembles production assets (images, audio, video) through multi-agent personas and official APIs, with free-tier budget guard.

Aspire MCP Server

Enables Claude Cowork to interact with a PostgreSQL database for navigating educational content hierarchies and importing LaTeX-formatted quizzes. Users can fetch courses, units, and lessons while automatically parsing and inserting quiz questions into specific database tables.

KMA Weather MCP Server

Connects to the Korea Meteorological Administration (KMA) Open API to provide short-term and ultra-short-term weather forecasts for South Korea. It enables users to query current weather conditions and future forecasts based on latitude and longitude.

Flux Cloudflare MCP

Um servidor MCP que permite que assistentes de IA gerem imagens usando o modelo Flux da Black Forest Labs através do Cloudflare Workers.

CiteStamp MCP server

Ground citations before your agent emits them by checking references against public scholarly registries and flagging hallucinated or retracted ones.

Travel Assistant MCP Server

Exposes travel planning data and constraint checking as MCP tools over stdio, enabling AI agents to query reference information and evaluate plan validity.

Servonaut

Manage AWS, Hetzner, OVH, and custom SSH servers from AI agents — commands, logs, CloudWatch/CloudTrail, IP banning, and S3, with guard tiers and a full audit trail.

support-ticket-mcp

Enables natural language querying and semantic search over a bilingual customer support ticket dataset using SQL and embeddings.

cloud-command

Enables LLMs to create, destroy, and manage AWS EC2 instances, including running commands via interactive shells.

robosimtools-mcp

Exposes 12 robotics/simulation tools from robosimtools.com as MCP tools, enabling AI agents to perform conversions (quaternion, URDF, MJCF), validation, and CAD imports locally.