发现优秀的 MCP 服务器

fabric-lakehouse-mcp

A Model Context Protocol server for Microsoft Fabric that enables AI agents to query and analyze Lakehouse and Eventhouse data, and manage Eventstreams, using natural language through the MCP interface.

web-perf-mcp

MCP server that audits web pages using Lighthouse and Puppeteer to find performance bottlenecks and generate CPU profiles for optimization.

spss-stats-mcp

MCP server for safe batch execution of IBM SPSS Statistics syntax (.sps) via stats.exe Production mode, with static security checks and sandboxed output.

postgres-mcp-server

Enables AI assistants to securely query and modify PostgreSQL databases, supporting SQL queries, table management, and schema inspection.

pg-dash

AI-native PostgreSQL health checker with 26 MCP tools for query analysis, bloat detection, migration safety, and CI integration.

prometheus-mcp-server

Provides tools to search, query, and visualize Prometheus metrics, returning results in JSON format for AI analysis.

Unusual Whales MCP Server

Provides access to the Unusual Whales API for real-time financial data, options flow analysis, dark pool activity, and congressional trading tracking. It enables users to perform comprehensive market intelligence and stock analysis across 33 different tools.

Obsidian Semantic MCP Server

A server that consolidates 21+ Obsidian tools into 5 intelligent operations (vault, edit, view, workflow, system) with contextual workflow hints to help AI agents effectively interact with Obsidian.

Weather MCP Server with Descope Auth

Enables real-time weather data streaming through a secure MCP server. Features authentication using Descope and can be deployed to Fly.io for remote access.

TTS MCP Server

Text-to-speech MCP server using Microsoft Edge TTS, supporting multiple voices and async processing.

CNCjs MCP Server

Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-based CNC machines. It provides a comprehensive toolset for managing G-code jobs, machine movement, and safety operations through natural language.

overpass-mcp

MCP server providing structured access to OpenStreetMap data through Overpass and Nominatim APIs, enabling geocoding, nearby place searches, element queries, and tag counting without API keys.

Processing MCP Server

An MCP server that enables AI assistants to create and run Processing sketches directly through natural language commands.

Presso MCP Server

Connects e-commerce and marketing data sources like Shopify, GA4, Google Ads, and Meta Ads to AI assistants, enabling natural language queries about store performance, ad campaigns, and customer behavior.

UVG Local MCP Server

Enables local text analysis, statistical calculations, and system information retrieval via the Model Context Protocol over stdio.

Haloscan MCP Server

Enables SEO analysis by interacting with the Haloscan API, providing keyword research, site explorer, and SERP comparison tools.

pelando-mcp

MCP server for pelando.com.br, the Brazilian community deal board. It enables searching and browsing deals, retrieving deal details and comments, and assessing crowd quality verdicts.

jira-api-mcp-wrapper

An MCP server that talks directly to Jira Cloud REST API v3 using static credentials and exposes tools for discovering customfield IDs, resolving account IDs, and updating issue fields including ADF JSON.

markettrace-agent-feed

Read-only crypto perps microstructure for AI agents: normalized cross-exchange market state (funding + multi-year percentile, OI, volume, CVD, order-book imbalance, liquidations, basis), OHLCV, 15-min state history, and measured conditional outcomes (historical base rates, not predictions) — 6 assets across Binance, Bybit, OKX and Hyperliquid, every metric with self-declared coverage and freshness

SkyCut

Local-first MCP server that turns raw drone footage into a polished marketing cut through conversational interaction with Claude.

nishati-mcp

MCP server for Kenya energy — KPLC connection guidance, tariff calculator, off-grid solar, rural electrification programs, consumer rights.

Kontrol

A self-hosted MCP server that enables AI coding agents to read, edit, search, and run code in local projects with human review loops and policy controls.

VOCALOID MCP

Enables coding agents to compose, tune, render, mix, and audit native VOCALOID3/4 projects from scratch, acting as a production bridge between intent and finished song.

ntriq-agentshop

MCP server for document intelligence via x402 micropayments. 6 tools: document analysis, invoice extraction, screenshot data, alt text, PII detection, sentiment analysis. Pay-per-use with USDC on Base — no API keys needed.

MCP Manim Server

A server-based tool that enables the generation of mathematical animations from natural language prompts by leveraging Manim.

claude-presence

Minimal MCP server for inter-session coordination between parallel Claude Code instances, providing presence registry, advisory resource locks, and a broadcast inbox.

ProxyPI

Self-healing API proxy MCP that sends REST requests, diagnoses failures using Claude, patches requests, and retries. Successful fixes are remembered for instant reuse.

Orion Vision MCP Server

Enables AI systems to analyze documents and extract form data through Azure Form Recognizer/Document Intelligence, supporting various document types including receipts, invoices, and ID documents.

@xjt-demo/xjt-weather-mcp

基于高德天气API的MCP服务器，可通过adcode查询实时天气和未来3天预报。

git-quick-stats MCP server

Exposes git-quick-stats commands as MCP tools to analyze git repositories via natural language.