Discover Awesome MCP Servers

mcp-agent-session-summaries

Let your OpenCode coding agent document agent sessions in a safe, sandboxed markdown folder.

websearch

Web search tool using Serper API (primary) with DuckDuckGo fallback on error or empty results.

graph-security-dashboard

Security Graph MCP Server

SeleniumMCP

Enables browser automation using Selenium, including navigation, element interaction, screenshots, and cookie management, through both local STDIO and Streamable HTTP transports.

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。

qjtrader-mcp

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

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.

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

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.

krs-verify

MCP server for verifying Polish business entities from the National Court Register (KRS) and VAT White List. Allows querying by KRS, NIP, or REGON to retrieve official company data including name, address, board, and capital.

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.

mcp-server-Sql

이것은 Spring Boot 기반의 SQL 서비스 애플리케이션으로, SQL 쿼리를 실행하고 결과를 파일에 쓰는 데 사용됩니다. 이 서비스는 Spring AI MCP (Model, Chat, Prompt) 프레임워크의 일부로서, SQL 쿼리 및 업데이트 작업을 제공합니다.

Email Verification MCP Server

Provides email verification as a tool, performing syntax validation, domain verification, and disposable-domain risk detection.

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.

tuskledger-mcp

Enables AI assistants to query and analyze local personal finance data from Tusk Ledger through tools for transactions, accounts, investments, and more, without sending data to the internet.

Google Flights MCP Server

Integrates Google Flights data into AI workflows for natural language flight searches, price comparisons, flexible date searches, and multi-city itinerary planning with support for various cabin classes and passenger types.

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.

atlassian-mcp

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

Datalastic MCP Server

Enables real-time vessel tracking, port data, maritime weather, and maritime intelligence through 25 tools, allowing AI clients to query live vessel positions, registry, port info, area searches, weather, and more.

Mnemo Agent Memory

A lightweight MCP memory engine for AI coding agents that provides zero-token-waste memory recall, knowledge graph management, and Obsidian-compatible notes. It enables agents to persist and retrieve project decisions, inspect file structures efficiently, and manage a persistent knowledge graph without Python dependencies.

Quicken Mac MCP

Provides read-only access to Quicken for Mac financial data, allowing users to query accounts, transactions, and spending trends through natural language. The server functions by reading the local SQLite database directly while the Quicken application is open.

mcp-wl-vat

MCP server for querying the Polish VAT taxpayer white list via the official Ministry of Finance API. Enables search by NIP, REGON, or bank account, and verification of NIP-bank account pairs, with built-in daily limit protection.

Android UI Assist MCP Server

Enables AI agents to capture screenshots from Android devices and emulators, and manage connected devices for UI analysis and testing. Supports device listing, screenshot capture, and integrates with Claude Desktop, Gemini CLI, and GitHub Copilot.

Robinhood MCP

Provides read-only access to Robinhood portfolio data for research and analysis. Enables users to query portfolio values, positions, stock quotes, fundamentals, historical data, news, earnings, analyst ratings, and dividends through natural language.

procmem

An MCP server for Windows process memory inspection/editing and crash dump analysis, enabling live memory scanning, patching, pointer resolution, disassembly, and offline dump examination via structured tool calls.