Discover Awesome MCP Servers

MCP Hot News Server

A modern multi-platform hot news aggregation server based on FastMCP that supports real-time hot topics data collection from 13+ major platforms including Zhihu, Weibo, Baidu, and Bilibili.

mcp-semantic-search

Indexes codebases using semantic embeddings for natural language search, enabling developers to find code with queries like 'how does authentication work'.

OpenDart MCP Server

An MCP server that retrieves Korean stock fundamentals and financial data from OpenDART, enabling LLMs to access corporate disclosures, financial statements, and dividend information.

Brazilayer MCP Server

Enables AI agents to access Brazilian public data including company registry and official sanction lists via MCP tools, with pay-per-call via USDC.

todo-list-mcp

Manages a persistent todo list with SQLite storage, reminder notifications, and cross-platform sound alerts.

dooray-dbins-mcp

Provides read-only access to Dooray collaboration services through REST, CalDAV, and LDAP, enabling queries for projects, tasks, calendar events, and directory information via 18 MCP tools.

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.

Oktyv

An MCP server that enables AI agents to execute real-world actions through 10 specialized engines covering authenticated API calls, browser automation, visual QA, shell commands, file operations, job scraping, and parallel task execution.

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.

Chrome Tab Remote

MCP server that gives AI agents secure, consent-based access to a single browser tab, supporting read-only snapshots, element interaction with per-action approval, and frozen multi-step plans, all audited.

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.

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.

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.

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

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.

Financial Reports MCP Server

An MCP server that provides tools and resources to access company financial filings, industry classifications, and related data via the Financial Reports API.

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.

Argo CD MCP Server

Enables AI assistants to interact with Argo CD applications through natural language. Provides comprehensive access to Argo CD resources including application management, synchronization, resource monitoring, and GitOps operations.

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.

Weather MCP Server

Enables Claude to query real-time weather information for specified regions using the OpenWeatherMap API.

VectorClaw

Enables AI assistants to control Anki Vector robots locally via natural language, providing tools for speech, motion, perception, and interaction without cloud dependency.

agentops_mcp_server

Enables an edit-verify-commit workflow inside Zed with a local MCP server and project template for resumable agent work.

tavily-firecrawl-mcp

A Model Context Protocol server for web scraping and searching, with automatic fallback from Tavily to Firecrawl for fetching web content.

Quant2Ptrader-MCP

Automatically converts JoinQuant quantitative trading strategies to Ptrade platform format, supporting direct code input or file paths, with automatic API mapping and detailed conversion reports.