发现优秀的 MCP 服务器

vmware-aria

AI-powered VMware Aria Operations monitoring and capacity planning. Query metrics, manage alerts, detect anomalies, and plan capacity with 18 MCP tools.

ats-mcp

Test automation across web, mobile, desktop, API, and SAP GUI via ActionTestScript. 30 tools covering the Playwright MCP surface plus native multi-platform reach.

geosphere-mcp-server

MCP server for worldwide weather data, using high-resolution GeoSphere Austria data for the Alpine region and Open-Meteo elsewhere. Provides current conditions, hourly forecasts, and daily outlooks with compact emoji-markdown output.

aco

MCP server for Agent Context OS that compiles engineering docs into a knowledge graph, detects code drift, and serves token-budgeted context packs to AI coding agents via MCP.

VNStock Agent

MCP server providing Vietnamese stock market data including historical prices, financial statements, company info, trading data, forex, crypto, world indices, and mutual funds through 21 MCP tools and 22 CLI commands with support for stdio, SSE, and Streamable HTTP transports.

Pokemon MCP Server

Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon information and manage tournament squads. It enables AI agents to retrieve live data on popular picks and specific Pokémon stats using the Model Context Protocol.

MCP Servers

用 TypeScript 实现的 Minecraft 协议 (MCP) 服务器集合

mcp-icd10

Offline MCP server for ICD medical code lookup, search, and crosswalk translation with 124K codes and 102K mappings, all local with zero network calls.

Foghorn

Architectural decision tracker with staleness detection — records decisions and alerts when code changes invalidate them.

CyberMCP

Enables AI assistants to perform cybersecurity analysis including RDAP lookup, DNS analysis, SSL inspection, security header detection, and more, returning structured security reports.

BasicOps

Bring BasicOps into your AI assistant. With MCP, your assistant can read your workspace, turn chat into structured tasks, and keep projects moving by updating owners, due dates, and status as decisions happen. BasicOps keeps humans and agents aligned in one place—tasks, messages, and projects—so work doesn’t get lost across tools. All actions respect your BasicOps access controls.

mcp-client-slack

Listens for Slack @mentions and publishes them as real-time events to the KĀDI event bus, enabling event-driven architectures with low latency.

Fuel Network & Sway Language MCP Server

一个 Fuel MCP 服务器，它为 Fuel 文档和各种编码 IDE（例如 Cursor）提供支持。

TexasSolver MCP Server

Enables interaction with the TexasSolver poker solver to run game theory optimal (GTO) poker calculations, load preflop ranges, and build game trees with structured parameters for analyzing poker hands and strategies.

granola-mcp

Enables semantic search and insight extraction across Granola meeting notes, categorizing content into themes like pain points and decisions. It provides AI assistants with tools to query meeting transcripts, summaries, and speaker-attributed quotes via a local vector index.

aptos-dex-mcp

Aptos Dex 的 MCP 服务器

Blender Optics Simulator MCP Server

An MCP server for Blender that exposes a physics-verified optical bench as JSON, enabling AI agents to read ground-truth geometry and beam data, and drive the bench through alignment and corrections.

ZeroDB Agent Memory MCP Server

Provides persistent memory management for AI agents with 14 tools, including semantic search, context synthesis, auto-context middleware, and write-back actions to external services like Slack.

Daraja API MCP Server

Provides AI assistants with access to comprehensive Safaricom Daraja API documentation for all 22 M-Pesa APIs through searchable tools, enabling developers to query payment processing, transaction management, and business operations documentation.

RTBrick MCP Server

Gives AI assistants direct access to RTBrick's website, technical documentation, and YouTube training videos with no API key required.

TradingView MCP Bridge

Personal AI assistant for your TradingView Desktop charts. Connects AI to your locally running TradingView app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

Supplement Advisor MCP Server

Evidence-based supplement recommendation MCP server covering 17 supplements and 40+ conditions with medication interaction checking and form quality classification.

TradingView MCP Bridge

Bridges MCP-capable AI assistants to a locally running TradingView Desktop app via Chrome DevTools Protocol, enabling chart analysis, Pine Script development, drawing tools, alerts, and workflow automation through natural language.

code-graph-mcp

A high-performance code knowledge graph server implementing MCP, indexing codebases into a structured AST knowledge graph with semantic search, call graph traversal, and HTTP route tracing.

Mcp Server

将您的 LLM 连接到 Firebolt 的模型上下文协议实现

Bounteous MCP Server

用于管理 GitHub 操作的 MCP 服务器存储库

Antigravity Mobile Command MCP Server

Enables mobile control of Antigravity coding agents via Telegram, allowing task submission, plan approval, and artifact viewing.

Redshift MCP Server

A secure, read-only MCP server for Amazon Redshift that enables AI assistants to discover, query, and export data through natural language via 10 specialized tools, with schema allowlisting and row limits for safety.

MCP Prompt Cleaner

Enhances and cleans raw prompts using AI to make them more clear, actionable, and effective. Provides quality assessment, suggestions, and supports both general and code-specific optimization modes.

Mnemos

A self-hosted, multi-context memory server that enables AI agents to search and retrieve information from local documents and crawled websites via MCP tools. It runs fully offline using Postgres and Ollama to provide secure, private knowledge management and retrieval-augmented generation.