Discover Awesome MCP Servers

mcp-practice

MCP server for Cursor that automates HR tasks such as employee onboarding, intranet guidance, time-off and leave requests, and meeting room booking.

layerone-mcp

Enables AI agents to generate documents (PDF/DOCX/Factur-X) and manage electronic signatures (eIDAS/PAdES) via natural language using LayerOne's DocX and Sign APIs.

ParamPilot MCP

Enables interaction with ParamPilot's campaign optimization platform via Model Context Protocol, providing tools for campaign management, experiments, and model jobs with configurable safety profiles.

Gmail MCP Server

Integrates with Gmail APIs to manage emails and labels, including sending, deleting, summarizing, and semantic search via RAG.

layercake

A local MCP server that connects AI agents to Adobe After Effects, enabling reliable project inspection, reasoning, and controlled mutations through structured tools and typed patches.

Gmail MCP Connector

A Gmail MCP server running on Cloudflare Workers that enables reading, searching, labeling, drafting, sending, and managing Gmail messages, including fetching raw attachment bytes, with per-user OAuth authorization.

mcp-server-truster

Enables querying domain trust scores, ratings, and reviews, searching domains, and posting reviews via natural language through the truster.info service.

ClawMem MCP Server

Enables AI agents to maintain persistent, local memory with retrieval-augmented search, knowledge graphs, and context surfacing, without any cloud dependencies.

Redbook-Search-Comment-MCP2.0

Enables automated searching and commenting on Xiaohongshu with AI-generated comments via MCP clients like Claude, supporting login persistence, note analysis, and four comment types.

gpt-game-arena

This MCP server enables playing chess, Quick Go (9x9), Go (13x13), and Real Go (19x19) against GPT, with a React widget UI, deterministic difficulty-aware move selection, and authoritative rules/session handling for both ChatGPT plugin and standalone preview modes.

slack-mcp

Enables comprehensive interaction with Slack workspaces, allowing users to manage channels, send messages, and search history. It supports managing reminders, pins, reactions, and user information through the Model Context Protocol.

mcp-tools

Collection of MCP servers for Forgejo, NetBox, Authentik, and CouchDB, enabling issue tracking, device management, authentication, and database operations via MCP and CLI.

OLETools Secure MCP Server

安全地设置一个 MCP 服务器，用于使用 oletools 分析 Excel 文件。 (Ānquán de shèzhì yī gè MCP fúwùqì, yòng yú shǐyòng oletools fēnxī Excel wénjiàn.) Here's a breakdown of the translation and some considerations for a more comprehensive answer: * **安全地设置 (Ānquán de shèzhì):** "Securely set up" - This emphasizes the importance of security. * **一个 MCP 服务器 (yī gè MCP fúwùqì):** "An MCP server" - MCP is kept as is, assuming it's a known acronym in the context. If it needs to be explained, we'd need more context. * **用于使用 oletools 分析 (yòng yú shǐyòng oletools fēnxī):** "For analyzing using oletools" - This clarifies the purpose of the server. * **Excel 文件 (Excel wénjiàn):** "Excel files" **To provide a more helpful answer, I need more information about what you mean by "secure MCP server." Here are some questions to consider:** * **What is MCP in this context?** Is it a specific software package, a type of server, or something else? * **What are your security concerns?** Are you worried about data breaches, malware infections, unauthorized access, or something else? * **What is your existing infrastructure?** Do you have existing servers, cloud resources, or other infrastructure that you can use? * **What is your level of technical expertise?** Are you comfortable with command-line tools, server configuration, and security best practices? Once I have this information, I can provide a more detailed and specific answer. For example, I could provide instructions on how to: * **Harden the server operating system.** * **Configure firewalls and network security.** * **Implement access controls and authentication.** * **Secure the oletools installation and usage.** * **Monitor the server for security threats.** In the meantime, here are some general security considerations for any server that handles sensitive data: * **Keep the operating system and software up to date.** * **Use strong passwords and multi-factor authentication.** * **Limit access to the server to only authorized users.** * **Regularly back up the server data.** * **Monitor the server for suspicious activity.** Please provide more details so I can give you a more helpful and complete answer.

metabase-mcp-server

Enables AI agents to read-onlyly access Metabase instances, query databases using MBQL or SQL, explore schemas, run saved questions, and export data.

gitbranch-mcp

Enables managing a GitBranch stock token portfolio, including buying, selling, swapping tokens, and checking balances.

LinkedIn Automated Post Creator

Automates the creation and scheduling of LinkedIn posts using MCP server integration, allowing users to manage content and automatically publish to their LinkedIn accounts.

jira-mcp

A token-lean MCP server for Jira Cloud that enables natural language interaction with issues, comments, transitions, and more through a set of seven normalized tools, reducing token usage via field allowlists and ADF-to-Markdown conversion.

Bitwarden MCP Server

Enables interaction with Bitwarden/Vaultwarden for password and secure note management, including creation, updating, deletion, and search of items and folders.

mcp-request-idempotency-reference

Demonstrates the proposed idempotencyKey mechanism on tools/call with server-side deduplication and conflict fingerprint rejection. Includes a runnable client demo showing retry dedup and conflict behavior.

SealMCP

SealMCP is an MCP server for Roblox exploit script development, enabling AI agents to write and execute Luau code in the Roblox environment via WebSocket.

GPS

Provides sub-millisecond access to organizational and engineering data by pre-materializing data into a read-only SQLite database. Enables agents to query people, teams, issues, features, and governance documents without upstream latency or auth.

Lanchu

A control panel and coordination system for AI agents, enabling scope control, real-time monitoring, and audit trails without requiring programming skills.

codesona-mcp-server

Provides team coding standards to AI assistants via the MCP protocol, with tools to fetch rules and suggest new ones.

MCP-Server-Playwright

Enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment

OpenClaw MCP Server

MCP server that exposes OpenClaw Gateway tools to Claude Code and other MCP clients, enabling messaging, session management, scheduling, node control, web search, memory search, and TTS.

ab_mcp

A file system MCP server that confines AI assistant file tools to a single folder, with read-only by default and optional write access.

EFLOWCODE Image MCP

MCP server for generating and editing images using EFLOWCODE's Responses API. Supports text-to-image, image editing, batch editing, and multi-reference synthesis for MCP clients like Codex and Claude.

Celebrity By Api Ninjas

Enables users to search for and retrieve detailed information about celebrities from the API Ninjas database. Supports filtering results by name, nationality, net worth range, and height.

scope-mcp

Enables AI assistants to dispatch legal vendor requests (court reporters, experts, e-discovery, etc.) and receive bids within minutes, with tools for matter management and negotiation.