Discover Awesome MCP Servers

Coverity Connect MCP Server

A Model Context Protocol server that enables natural language interaction with the Coverity Connect static analysis platform, allowing users to manage projects, analyze snapshots, and generate security reports through AI-powered interfaces.

SuperMemory MCP

A tool that makes memories stored in ChatGPT accessible across various language models without requiring logins or paywalls.

Access and SQLite MCP Server

Enables AI interaction with Microsoft Access and SQLite databases to perform SQL queries, updates, and data management. It supports importing and exporting data via CSV and Excel files and includes tools for managing human-readable notes about database files.

CLS MCP Server

Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CLS), enabling log analysis, PromQL metrics queries, and resource management. It allows AI assistants to perform CQL/SQL retrieval, manage alarm strategies, and handle data processing tasks with tiered permission controls.

Azure DevOps MCP Proxy

Enables interaction with Azure DevOps through Personal Access Token authentication. Supports work item management, wiki operations, project/repository listing, and build pipeline access through natural language.

Neo4j MCP Clients & Servers

Model Context Protocol with Neo4j

MCP AgentRun Server

Enables safe Python code execution in isolated Docker containers through the AgentRun framework. Provides automatic container lifecycle management and comprehensive error handling for secure and reproducible code execution.

XML Documents MCP Server by CData

XML Documents MCP Server by CData

Claude Kali MCP Commander

An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.

CockroachDB MCP Server

The CockroachDB MCP Server is a natural language interface designed for agentic applications and LLMs to manage, monitor and query data in CockroachDB.

Echo MCP Server

Một máy chủ đơn giản triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol - MCP) có chức năng lặp lại các tin nhắn, được thiết kế để kiểm tra các ứng dụng khách MCP.

Spotify MCP Node Server

Enables AI assistants to control Spotify playback, manage playlists, search music, and access listening history. Requires Spotify Premium and uses secure OAuth 2.0 with PKCE authentication.

giskard-search

Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.

Chuk Design System

Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

mcp-obsidian

Connects AI assistants to Obsidian vaults via the Local REST API to search notes, retrieve content, and perform semantic searches. It features self-healing multi-URL connectivity and supports both stdio and HTTP transports for flexible deployment.

Axivion MISRA C:2012 Compliance Agent

An MCP server that integrates with GitHub Copilot to analyze Axivion static-analysis reports and provide MISRA C:2012 compliance assistance. It offers deep rule explanations, rationale, and confidence-scored fix suggestions for identified code violations.

OpenViking MCP

Provides AI assistants with access to the OpenViking knowledge base for semantic search, document reading, and full-text retrieval. It enables vector-based intelligence, L0/L1 summaries, and glob-based pattern matching for local documentation.

shortcuts-mcp-server

shortcuts-mcp-server

Gmail Notes Server

A TypeScript-based MCP server built on the Gmail API that implements a simple notes system. It enables users to create, manage, and summarize text-based notes through specialized resources and tools.

Precision astronomical ephemeris and planetary positions via the Swiss Ephemeris.

A self-contained MCP server that gives AI agents the ability to calculate high-precision astronomical data. It provides tropical zodiac coordinates, planetary speeds, retrograde detection, and house cusps using the trusted Swiss Ephemeris engine. 100%

MCP Multi-Server System

A dual-server MCP system with PostgreSQL integration that provides financial tools (stock prices, portfolio calculation, financial news) on one server and utility tools (weather, time, data processing, text analysis) on another server.

PostgreSQL MCP Server

Một máy chủ giao thức Model Context (Ngữ cảnh Mô hình) cung cấp quyền truy cập chỉ đọc vào cơ sở dữ liệu PostgreSQL, cho phép các LLM (Mô hình Ngôn ngữ Lớn) kiểm tra lược đồ cơ sở dữ liệu và thực thi các truy vấn chỉ đọc.

MCPDemo - Visual SQL Chat Platform

An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.

Planning Data GOV.UK MCP Server

Auto-generated Model Context Protocol server that provides an interface to the planning.data.gov.uk API, allowing users to interact with UK planning data resources through natural language commands.

Firefly III MCP Server

Enables AI tools to interact with Firefly III personal finance management instances through a cloud-deployed MCP server. Supports financial operations like account management, transactions, budgeting, and reporting with configurable tool presets.

Figma MCP Server

Enables interaction with Figma files through tools that list projects/files, fetch design data, and generate React+Vite frontend code directly from Figma frames.

Nano Banana

Enables image generation using Google Gemini models like Gemini 2.0 Flash and Imagen 3.0 with support for custom aspect ratios and negative prompts. It also allows users to list and manage generated images stored in local directories.

S2T Accelerators

36 enterprise MCP tools for AWS security, infrastructure generation, AI workflows, and agent governance. IAM validation, MFA compliance, CloudFormation/SAM generation, DynamoDB design, OAuth validation, vector embeddings, error analysis, data lake readiness, 12 ACI governance tools for AI agent safety, and 4 local interview tools.

Haiku DeFi MCP

MCP server for DeFi execution — lets AI agents swap, provide liquidity, lend, bridge, and run yield strategies across 22 chains in a single transaction. 7 tools for token discovery, portfolio analysis, quoting, and execution via the Haiku API.

MCP-server-using-python

We are building a local MCP server called mix_server ,a working connection to claude for desktop so you can talk to your tools thorugh natural language.