发现优秀的 MCP 服务器

BBB Permeability Screening Agent

Enables prediction of blood-brain barrier permeability for drug molecules via machine learning, with molecule name lookup, plain-language explanations, similar drug search, and applicability domain checks. Exposes these as MCP tools and orchestrates them via a LangGraph agent.

ctx-gen-mcp

Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for large projects, helping AI coding agents understand codebases efficiently.

web-perf-mcp

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

salesforce-mcp

Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sObject descriptions, and object listing using OAuth 2.0 Client Credentials.

Salestools Club

Salestools Club is a technical registry and audit of 300+ sales APIs and MCP servers.

Registry Review MCP Server

Automates carbon credit project registration document review, transforming 6-8 hour manual reviews into 60-90 minute guided workflows with automated document discovery, evidence extraction, cross-validation, and compliance report generation.

mysql-mcp-plus

A local STDIO MCP server for MySQL with multi-datasource support, providing tools to list datasources, test connections, and execute SQL with configurable roles and safety limits.

pg-dash

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

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.

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.

Haloscan MCP Server

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

prometheus-mcp-server

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

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.

postgres-mcp-server

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

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.

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.

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.

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.

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.

TTS MCP Server

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

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.

MCP Manim Server

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

UVG Local MCP Server

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

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.

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。

nishati-mcp

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

ArchitectGBT MCP Server

Provides AI model recommendations, cost estimates, and code templates directly in the IDE via MCP tools, enabling developers to browse 50+ models, get personalized suggestions, and integrate production-ready code without leaving Cursor or Claude Desktop.