Discover Awesome MCP Servers

MongoDB Memory MCP

Provides persistent memory for AI assistants using MongoDB Vector Search, enabling content storage, semantic search, and knowledge retrieval through MCP tools.

adzuna-mcp

Enables job market analysis by providing salary distributions, trends, regional vacancy counts, and employer leaderboards via the Adzuna API, complementing listings from other sources.

Rapiber Ticket Manager

A local-first Kanban system with MCP tools for AI agents to manage tickets, features, and tasks, paired with a React UI for human users.

Personal Notes Assistant

MCP server that indexes your Obsidian notes into a Milvus vector database and enables querying them via a local or OpenAI LLM, with real-time synchronization.

xhs-mcp

小红书 MCP 服务器，使 AI 助手能够搜索、浏览、发布和互动小红书内容，支持多账号管理与自动浏览。

LacyLights MCP Server

Provides AI-powered theatrical lighting design capabilities for the LacyLights system, allowing users to generate lighting scenes, analyze scripts, manage cues, and optimize lighting effects based on artistic intent.

qjtrader-mcp

MCP server for QJ Trader AI Trading APIs, enabling LLMs to watch live Canadian market data and place simulated orders.

Coze MCP Server For OpenClaw

Exposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.

kardv5-mcp

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools + resources in any MCP client.

Fathom AI MCP Server

Enables AI assistants to access Fathom meeting recordings, summaries, transcripts, teams, and webhooks through the Model Context Protocol.

memorygraph

Enables AI agents to record, recall, correct, and forget evidence-backed factual claims with temporal history, while explaining whether remembered information is current, historical, or contested.

coles-woolworths

Exposes api data

Parkour MCP

A content exploration MCP server that helps LLMs surface high-signal, unsummarized web content through clean APIs and Markdown conversion, with intelligent frontmatter steering and citation tracking.

docker

sapne dekha ache baat hai sapna ke so jaana wo sahi nahi hai

langgraph-clean-arch

MCP server implementing clean architecture with LangGraph for building and managing agent workflows.

pincushion-mcp

Visual feedback as agent work packets: stakeholders pin on your live app and your AI coding agent reads each pin (selector, screenshot, DOM, thread, acceptance criteria) via MCP and ships the fix.

Peekaboo MCP

A macOS utility that captures screenshots and analyzes them with AI vision, enabling AI assistants to see and interpret what's on your screen.

Fabric Data Engineering MCP Server

Provides full execution and management capabilities for Microsoft Fabric Data Engineering workloads, including notebooks, pipelines, Lakehouses, and Spark jobs. It enables users to trigger runs, monitor status, manage workspace items, and configure job schedules through natural language.

CodeMerge

A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently apply code edits while preserving the structure of the original code.

Lightroom Classic MCP Server

Enables local automation of Adobe Lightroom Classic via the Model Context Protocol, supporting import, export, and non-destructive develop adjustments through an async job queue.

atlassian-mcp

MCP server for Atlassian Confluence and Jira Cloud with 51 tools to manage pages, issues, sprints, boards, and backlogs.

io.github.silversurfer562/memdocs

Provides persistent, project-specific memory to AI assistants via the Model Context Protocol, enabling context-aware collaboration across sessions without cloud dependencies.

Widget MCP

Adds interactive widgets to LLM chats for common tasks like timers, stopwatches, unit conversions, and displaying facts. Breaks away from text-only interfaces by providing visual, interactive components similar to Google's search result widgets.

Session Logger MCP

Enables saving LLM chat conversations to JSONL log files and querying them by session ID, user ID, keyword, or date range.

ShopBot AI MCP Server

AI customer support MCP server with order status lookup and RAG-powered knowledge base search for e-commerce stores.

arcgis-peterborough

MCP server for accessing City of Peterborough (Ontario) open geospatial data via ArcGIS. Enables searching datasets, querying feature layers, and retrieving layer schemas.

D&D MCP Server

A comprehensive Model Context Protocol server for managing Dungeons & Dragons campaigns with tools for characters, NPCs, locations, quests, combat encounters, and session tracking.

Teladoc MCP Server

Enables AI agents to interact with the Teladoc telehealth platform to search for providers, book virtual appointments, and manage prescriptions. It also supports secure messaging and access to past visit history through the Model Context Protocol.

zwift-mcp

Exposes Zwift training history stored in a local SQLite database to MCP clients and a REST API, enabling queries for activities, power curves, race results, and training load.

hr-mcp-server

An unofficial prototype MCP server providing HR system functionality with Okta token validation, enabling employee information lookup, directory listing, payroll access, and time-off request management.