Discover Awesome MCP Servers

sysprobe-mcp

Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.

Claude Code Subagent MCP

A stdio MCP server that lets Codex Desktop/CLI delegate implementation tasks to Claude Code CLI with workspace validation, Git status checks, and session resume capabilities.

playwright-parallel-mcp

Enables AI agents to control multiple independent browser instances in parallel with process-level isolation, supporting any backend MCP server for browser automation.

mikrotik-mcp

Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH, covering firewall, routing, VPN, and more.

chisel

Enables AI agents to construct, edit, and export 3D models using geometric primitives and boolean operations, with multi-view rendering to facilitate spatial reasoning.

nuclei_mcp

Enables Claude Desktop to run real vulnerability scans using Nuclei through natural language commands.

fallbooksonboard-mcp

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

yandex-station-mcp

MCP server to control Yandex Station speakers with Alice: manage music, radio, volume, playback, TTS, timers, alarms, reminders, and smart home scenarios via text commands or predefined tools.

Personal DB MCP Server

Provides structured personal data (skills, experiences, values) as context to AI services, enabling personalized outputs across different AI applications.

Weather MCP Server

Provides weather information for cities through a protected MCP interface with Nevermined payment integration. Demonstrates both high-level and low-level MCP server implementations with paywall protection for tools, resources, and prompts.

Serverless VPC Access MCP Server

An auto-generated MCP server for Google's Serverless VPC Access API, enabling communication with Google Cloud VPC networks through natural language interactions.

Zaifer-MCP

Enables LLM assistants like Claude to interact with Zaif cryptocurrency exchange through natural language, supporting market information retrieval, chart data, trading, and account management for BTC/JPY, ETH/JPY, and XYM/JPY pairs.

Code Mode Bridge

An MCP server that aggregates multiple upstream MCP tools into a single 'codemode' tool for unified orchestration and execution. It enables agents to run generated code in an isolated sandbox to interact with various connected services through a single interface.

Jina AI Remote MCP Server

Provides access to Jina AI's suite of tools including web search, URL reading, image search, embeddings, and reranking capabilities. Enables users to extract web content as markdown, search academic papers, capture screenshots, and perform semantic operations through natural language.

Artsy Analytics MCP Server

A Model Context Protocol server that provides Artsy partner analytics tools for Claude Desktop, allowing users to query gallery metrics, sales data, audience insights, and content performance through natural language.

mcp-random

MCP server providing true randomness capabilities to Claude, enabling cryptographically secure random number generation for games, decision-making, sampling, simulations, and any operation requiring genuine randomness.

Cakemail API MCP Server

Enables AI assistants to browse, inspect, and call the Cakemail API via dynamically loaded OpenAPI spec.

Remote Jobs MCP Server

Official Model Context Protocol (MCP) server to search, filter, and retrieve live remote job listings from the Jobicy database in real-time. Works with Claude Code, Cursor, Cline, and custom AI agents.

MCP Link - Convert Any OpenAPI V3 API to MCP Server

Okay, here's the translation of "Convert Any OpenAPI V3 API to MCP Server" into Chinese, along with a few options depending on the nuance you want to convey: **Option 1 (Most Literal and General):** * **将任何 OpenAPI V3 API 转换为 MCP 服务器** * (Jiāng rènhé OpenAPI V3 API zhuǎnhuàn wéi MCP fúwùqì) This is a direct translation and suitable for most contexts. It's clear and understandable. **Option 2 (More Technical and Emphasizing the Conversion Process):** * **把任意 OpenAPI V3 API 转换成 MCP 服务器** * (Bǎ rènyì OpenAPI V3 API zhuǎnhuàn chéng MCP fúwùqì) This is very similar to Option 1, but using "把" (bǎ) can subtly emphasize the action of converting. "任意" (rènyì) is a slightly more formal way of saying "any" than "任何" (rènhé). **Option 3 (Focusing on Enabling an API as an MCP Server):** * **使任何 OpenAPI V3 API 能够作为 MCP 服务器运行** * (Shǐ rènhé OpenAPI V3 API nénggòu zuòwéi MCP fúwùqì yùnxíng) This option emphasizes the *result* of the conversion, which is that the API can now function as an MCP server. It's a bit longer but more descriptive. **Option 4 (Concise and Common in Technical Contexts):** * **OpenAPI V3 API 到 MCP 服务器转换** * (OpenAPI V3 API dào MCP fúwùqì zhuǎnhuàn) This is a more concise, noun-phrase version, common in titles or headings. It translates to "OpenAPI V3 API to MCP Server Conversion." **Which option is best depends on the specific context:** * For general communication, **Option 1** is a good choice. * If you want to emphasize the *process* of conversion, **Option 2** is suitable. * If you want to highlight the *functionality* gained after conversion, **Option 3** is better. * For a title or heading, **Option 4** is often preferred. Therefore, without more context, I recommend **Option 1: 将任何 OpenAPI V3 API 转换为 MCP 服务器** as the most generally applicable translation.

BOSSCORE MCP PACK

Modular MCP capabilities package for the BOSS ecosystem, enabling WordPress site management, file reading, and cPanel deployment with 63 tools across three profiles (wordpress, files, full) and two transport modes (stdio and HTTP/SSE).

db-mcp

A secure MCP server for connecting AI assistants to MySQL, Redis, and MongoDB with preconfigured connections, runtime protections, and graded security modes.

mcp-gitlab-workflow

An MCP server for issue-driven GitLab development, automating requirement analysis, issue creation, branching, coding, merge requests, and issue updates.

mcp-fc

MCP server exposing the financecentre MongoDB (stocks, prices, SEC financials, insider trades, 13F funds, congressional trades, macro series, news) to AI agents.

Gmail MCP Server

A high-performance MCP server that enables AI assistants to interact with Gmail securely via OAuth 2.0, supporting smart email retrieval and thread-aware drafting.

Ensembl MCP Server

Provides access to the Ensembl genomics REST API with 30+ tools for genomic data including gene lookup, sequence retrieval, genetic variants, cross-species homology, phenotypes, and regulatory features.

Skill Management MCP Server

Enables Claude to create, edit, run, and manage reusable skills stored locally, including executing scripts with automatic dependency management and environment variables. Works across all MCP-compatible clients like Cursor, Claude Desktop, and claude.ai.

SuperBased Observer

Local MCP server that lets your AI coding agent query its own cross-tool project history - file/command freshness, past test failures, cost & token spend, cache status, and session handoff - over stdio, 100% local, no telemetry.

Agent Collaboration Orchestrator

A multi-agent collaborative development bridge that enables TRAE Work to offload complex tasks to Codex executor, with tools for task submission, status tracking, artifact listing, and permission management.

ChromaDB Remote MCP Server

A Streamable HTTP MCP server that provides remote access to ChromaDB for AI assistants like Claude. Enables semantic search and vector database operations from mobile devices and remote locations.

Paperboy

Enables sending Markdown or EPUB content to a Kindle device via MCP. Users can send documents to their Kindle directly from Claude or any MCP client.