Discover Awesome MCP Servers

AWS Diagram MCP Server

Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.

droste-memory

Provides AI agents with causal code memory by indexing repositories into a graph of symbols and edges, enabling context-aware retrieval of relevant code slices.

Custom MCP Database Server

A Middleware/Control Plane server that allows AI code agents to securely execute queries against various databases (PostgreSQL, MySQL, MongoDB, Oracle) without directly exposing credentials.

Data Nashville MCP

Enables querying and exploring Nashville open data from data.nashville.gov and ArcGIS REST API through natural language.

MiniMax Vision MCP

Provides image understanding capabilities by analyzing single or multiple images (local files, URLs, or base64) via MiniMax VL API, complementing text-only models.

mcp-canada

MCP server giving AI agents structured access to Canadian federal, provincial, and municipal government data.

PactFi MCP

Enables interaction with the PactFi AMM DEX on Algorand, including pool discovery, quote computation, and building swap/liquidity transactions. Integrates with UluOS wallet and broadcast servers for signing and submission.

calibre-mcp

A read-only MCP server for an existing Calibre ebook library, enabling metadata search, full-text search, and category browsing via the Model Context Protocol.

memex

Persistent note storage for AI agents. Memex lets your assistant save, search, and retrieve memories across sessions — acting as a durable second brain that outlives any single conversation.

sn-community-mcp

MCP server for searching the ServiceNow Community forums with relevance-ranked results. Supports fetching posts as Markdown and configurable result counts.

claude-webcache

Cross-session WebFetch cache for Claude Code. Persists fetched docs across sessions via SQLite (7-day TTL) so the same URL+prompt in any new session is an instant cache hit instead of re-fetching

Xiaomi smart home MCP server

mijia-control A production-ready MCP server that enables AI agents (Claude Code, Claude Desktop, Cursor, Hermes, etc.) to directly control Xiaomi/Mijia smart home devices through natural language. What it does Turns conversations into physical actions — "turn on the desk lamp to 50%" becomes actual device control in real-time.

Harrier

A disciplined OSINT collection server for LLM agents that wraps free open-source reconnaissance tools behind a normalized schema, enabling automated, deterministic collection of public intelligence with confidence scoring and graceful degradation.

glm-vision-mcp

Enables image analysis using the GLM-4.6V-Flash model, supporting image URLs and local file paths with custom prompts for tasks like OCR and chart analysis.

backchannel

MCP server for async messaging between AI coding agents, enabling cross-harness and cross-machine communication with Slack-like semantics and mail-shaped delivery.

Banana Image MCP

An MCP server that generates high-quality blog cover images using Google Gemini AI and automatically uploads them to Qiniu Cloud storage. It provides automated WebP conversion and compression to deliver optimized CDN URLs for generated images.

local-budget

Enables local-first personal finance management through deterministic tools for importing, categorizing, and analyzing bank transactions.

Vault Mcp Server

YZi Labs 黑客马拉松的 Vault MCP 服务器仓库

devenv-mcp-server

Provisions Docker-based development environments on demand, allowing AI agents to create, manage, and inspect containerized dev environments without manual setup.

DarwinRelay

Enables MCP agents to control macOS natively with shell, PTY, background Chrome automation, and Accessibility-based desktop control.

Uniswap MCP Server

Enables AI agents to interact with Uniswap through 17 tools mapped 1:1 to real API endpoints, allowing access to DeFi data and operations via natural language.

ltagent-mcp

Generates, simulates, and inspects LTspice circuits via MCP tools and resources, providing structured JSON interfaces for AI agents.

Gemini MCP

Enables image processing and analysis using Google's Gemini 2.5 Flash model. Supports local files, URLs, and Base64 images with streaming responses and automatic output saving.

prediction-markets

Provides AI agents with real-time prediction market odds from Polymarket and Kalshi, enabling them to browse active markets, retrieve detailed probabilities and trading data, and discover trending markets via x402 micropayments.

Shopee MCP Server

Enables AI agents to automate product listing on Shopee via the Shopee Open Platform API, including OAuth2 authentication, product creation, image upload, and category lookup, with a mock mode for testing.

Selenium MCP Server

Provides browser automation using Selenium WebDriver, enabling web navigation, element interaction, screenshots, and JavaScript execution via MCP.

docbrain

Self-improving documentation engine that ingests Slack and GitHub PRs to detect knowledge gaps and improve documentation automatically.

agent-hub

MCP server for Agent Reputation, enabling agent buyers to examine candidate agents' claims, outcomes, and independent sources, and to order evidence briefs before purchase.

Kynver

Unverified AI agents are a growing security risk. Kynver's MCP server brings agent trust directly into your IDE — resolve agents by DID, check verification status and trust scores, register new agents, and complete ownership challenges or KYC without switching context.

io.github.musaddiq-dev/aws-cli-mcp-server

A Python MCP server that lets MCP-compatible clients inspect and operate AWS through the AWS CLI, with command execution, suggestions, region lookup, and caller identity checks.