Discover Awesome MCP Servers

Robotics MCP Server

Provides unified control for both physical robots (ROS-based like Moorebot Scout, Unitree) and virtual robots in Unity3D/VRChat, enabling multi-robot coordination, environment generation, and automated 3D model creation.

jira-mcp

Enables AI agents to interact with Jira Cloud and Confluence through natural language, performing JQL searches, issue management, and Confluence page creation.

mcp-server-webcrawl

Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot, Katana, and SiteOne crawlers.

yudao-pilot-mcp

Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI coding tools identify backend, frontend, and database configurations so generated code lands in the right project structure.

vault-map

MCP server that provides a navigable map of an Obsidian vault for coding agents, with tools to outline notes, fetch sections, query frontmatter, and grep content, reducing token usage compared to reading whole notes.

CRE MCP Server

MCP server for Chainlink Runtime Environment, enabling build, simulate, deploy, and manage CRE workflows from any MCP client.

Confluence RAG MCP Server

Enables retrieval of relevant context from Confluence pages using RAG and ChromaDB, integrating with code assistants like GitHub Copilot to enhance documentation queries.

Cyb MCP Server

An MCP server that enables AI agents to interact with the Cyber decentralized knowledge graph, allowing them to create cyberlinks between content and retrieve information from IPFS through the Cyber network.

juscraper-mcp

Public MCP server for querying Brazilian court jurisprudence, processes, and communications without authentication. Supports courts like TJSP, TJRS, TJRJ, TJGO, and more via eSAJ, Datajud, and CNJ systems.

Independent Video Generator

Enables video generation through ComfyUI workflows, providing tools to list workflows, create and manage video jobs, upload assets, and retrieve results.

creator-seo-mcp

Connects Google Search Console to your page content and ranks SEO opportunities by estimated revenue, helping content creators prioritize fixes that pay most.

Nehan Chandira's CV MCP Server

Enables AI assistants to chat about Nehan Chandira's CV and send email notifications.

System R Risk Intelligence

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

mttrly

AI-powered incident management and server monitoring via MCP.

QuantConnect PDF MCP Server

An MCP server that enables intelligent search and retrieval of QuantConnect documentation by converting PDFs into searchable markdown. It provides tools for context-aware search with TF-IDF scoring and allows for listing and retrieving full document content.

host_console

Enables AI agents to securely operate SSH-connected servers through MCP, with credentials kept locally, dual permission modes, and an interactive sudo approval flow.

Outfit

An MCP server that enforces agent persona permissions by acting as a gateway, scoping tool access and denying unauthorized capabilities.

simple-dynamsoft-mcp

MCP server that helps AI assistants generate accurate code and guidance for Dynamsoft SDKs.

detection-mcp

Local STDIO MCP server for object-detection annotation workflows. Manages datasets, categories, images, bounding boxes, and exports in JSONL format without modifying source images.

token-pilot

MCP server that reduces token consumption in AI coding assistants by up to 90% via structural reads, PreToolUse hooks, and tp-\* subagents.

mobile-growth-mcp

MCP server for mobile growth & user acquisition, connecting LLMs to a curated knowledge base of ad optimization insights and analytical skills for subscription apps.

Jira MCP Server

Enables AI assistants to interact with Jira Cloud issues, supporting create, read, update, delete, search, and transition operations via natural language.

Developer Toolbox MCP

A production-ready MCP server providing file, system, math, and text utilities through a simple CLI client.

inventory-mcp

A read-only MCP server for querying product inventory, providing tools to retrieve product details and stock quantities.

hl-portfolio

Enables AI agents to analyze Hyperliquid accounts by retrieving positions, PnL, fills, open orders, and funding through an x402 micropayment MCP server, with no API key or signup required.

Stock Research MCP Server

Provides comprehensive stock intelligence and technical analysis by integrating Alpha Vantage and Finnhub data. It enables users to generate detailed research reports and retrieve real-time market metrics, indicators, and news sentiment.

Quorum

Quorum is an MCP server for querying meeting archives in natural language, returning answers with citations to speakers and timestamps or explicitly abstaining when evidence is insufficient.

mcp-see

An MCP server that gives AI agents the ability to observe and understand images via multi-provider vision, object detection, hierarchical analysis, and color extraction.

sendameal-mcp

MCP server for SendaMeal.com enabling AI assistants to search gift meal products, filter by dietary restrictions, and get occasion-based recommendations. Powered by Cloudflare Workers and AutoRAG.

mcp-features

Provides Dev Container Features that install code intelligence (LSP) and repository knowledge search (Orama) MCP servers into any dev container, enabling coding agents to perform go-to-definition, find references, and hybrid search over project files.