Discover Awesome MCP Servers

heroicons-mcp

heroicons-mcp

MCP Server

GitHub API 集成 MCP 服务器

Kustomize MCP

An MCP server designed to help AI models refactor Kubernetes configurations by analyzing Kustomize dependencies and rendering manifest diffs across environments. It provides tools for computing file dependencies, rendering overlays, and comparing configuration changes through a checkpointing system.

Neo4j MCP

Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

PiQrypt MCP Server

Enables AI agents to sign decisions with post-quantum cryptographic proofs and maintain secure audit trails for compliance. It provides tools for stamping events, verifying chain integrity, and exporting audit data across industries like finance and healthcare.

mcp-truth-check

truth is a deterministic fact-checker for the claims an AI coding agent makes about its own work.

Brevo MCP Server

MCP server for Brevo email marketing platform enabling campaign management, analytics, and automation through natural language.

Jira MCP Server

Enables MCP clients to interact with Jira for managing tasks, including fetching assigned issues and creating new tasks. It supports retrieving detailed task information and filtering by project or status using the Jira API.

Vibetest Use

An MCP server that launches multiple Browser-Use agents to test websites for UI bugs, broken links, and accessibility issues. It supports automated testing of both live and localhost development sites using natural language prompts.

color-convert-mcp

A Model Context Protocol server that provides color conversion between multiple color spaces including RGB, RGBA, HEX, HSL, OKLCH, LAB, and CMYK.

mcp-app

Fetches public GitHub repositories and uses an LLM to generate a json-render UI specification.

SSH MCP Server

Enables AI assistants to securely execute commands, transfer files, and manage port forwarding on remote servers via SSH.

Odoo MCP Server

一个集成工具，将 Claude AI 与 Odoo 数据库连接起来，允许用户通过自然语言命令来探索 Odoo 模型、搜索数据和创建报告。

modforge

Provides deterministic, audit-chain-backed Minecraft symbol migration and version-truth queries over MCP for AI assistants, enabling grounded rename resolution and API diffs without hallucination.

SAP ERP MCP Server by CData

SAP ERP MCP Server by CData

Boss Zhipin MCP Server

Automates job searching and initial communication on the Boss Zhipin platform by parsing resumes and matching them with relevant job listings. It includes anti-bot detection features and supports automated messaging to HR representatives through various MCP clients.

AgentForce Reliable Server

Reliable MCP-compliant Agentforce API server with fallback modes

SonarQube MCP Server

A Model Context Protocol (MCP) server that provides AI assistants with access to SonarQube code quality, security, and project analytics data.

Korean DART MCP

Provides 15 tools covering OpenDART 83 APIs for disclosures, financials, equity, XBRL, plus insider signals, accounting risk scores, and Buffett-style quality checklists, and converts HWP/PDF attachments to markdown for AI assistants.

GDB MCP Server

Enables LLM clients to interact with the GNU Debugger (GDB) for comprehensive debugging and binary analysis. It provides a wide range of tools for program execution control, memory examination, stack analysis, and disassembly.

Huntress SAT MCP Server

Enables interaction with the Huntress SAT API to manage security awareness training, including learners, phishing campaigns, and training assignments. It supports OAuth2 authentication and optional role-based access control for secure organizational management.

LLM API Benchmark MCP Server

Enables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.

Instagram Carousel MCP

An MCP server that designs multi-slide Instagram carousels as SVG, provides a live swipeable preview, and exports to PNG. Supports multiple templates, themes, and sizes.

Apple Contacts MCP

Local-first MCP server for safely searching and editing Apple Contacts on macOS via AppleScript automation, with dry-run writes and explicit confirmation.

wikimedia-image-search-mcp

Enables AI assistants to search for images on Wikimedia Commons, returning structured metadata and a composite thumbnail grid for visual comparison.

Swagger API MCP Server

A server that fetches and parses Swagger/OpenAPI documentation from specified URLs, supporting multiple transport methods like stdio, HTTP, and SSE.

mcp-kalshi

Provides access to US-regulated prediction-market data from Kalshi, enabling queries on market events without authentication.

Todoist MCP Server

Enables AI assistants to manage Todoist tasks, projects, comments, and labels through natural language commands. Provides complete CRUD operations securely via the Todoist REST API v2.

mcp-server-starter

A skeleton MCP server in Python for exposing custom tools (e.g., echo, add) to MCP-compatible clients like Claude Desktop.