发现优秀的 MCP 服务器

statlab-mcp

Enables AI agents to perform reproducible, verifiable statistical analysis through 25 deterministic tools for descriptive statistics, hypothesis testing, regression, clustering, time-series forecasting, and Chinese-labeled plotting.

helius-forensics-mcp

Enables Solana wallet forensics via MCP, including tracing funds, identifying entities, scoring risk, and comparing wallets using Helius APIs.

Hyper MCP Terminal

一个基于 MCP 协议的 Electron 桌面终端应用，为 AI 助手提供安全的远程 shell 执行能力。

mrholmes

Enables users to execute OSINT tasks from 88 catalogued repositories through safe command surfaces, supporting authorized research and threat intelligence workflows.

Storybook MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它与 Storybook 集成，以帮助 AI 工具查询 UI 组件并从静态 Storybook 文件中检索使用示例。

mcp-backend

MCP server providing backend access to PostgreSQL, Storage (Supabase/S3), Iceberg data lake, and SQL seeds. It offers 32 tools for database queries, storage operations, seed management, and more.

MCP Wayback Machine Server

MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine, supporting full CDX search, snapshot retrieval, screenshot listing, snapshot comparison, and optional authentication.

ElevenLabsMcp-Windows

Windows-optimized MCP server for ElevenLabs text-to-speech and audio processing, with fixed file paths and Cursor IDE integration.

mcp-server-sqlite

Enables AI assistants to execute arbitrary SQL queries on a local SQLite database via a single execute_sql tool.

odoo-mcp-gateway

Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security

Follow-Through

Tracks meeting commitments, verifies completion via Slack/email/Linear, and sends escalating nudges with manager escalation when deadlines slip.

ai-coord-mcp

A shared coordination layer for multiple AI coding assistants, exposing a persistent task queue, per-task message threads, and progress tracking via JSON files on disk.

ERA5 SMI

Calculates soil moisture index (SMI) from ERA5-Land data, providing MCP tools to fetch and extract point time series.

MCP Framework Documentation Server

Provides tools for AI agents to search, browse, and retrieve the full documentation for the mcp-framework. It enables agents to access documentation sections and page content directly within MCP-compatible environments like Claude Code and Cursor.

Resume Gap Analyzer

Analyzes resumes against job descriptions to identify missing skills, keywords, and improvement opportunities using AI. Provides structured feedback including gap analysis, ATS optimization suggestions, and actionable recommendations to improve job application success.

MCP SAP GUI Server

An MCP server that enables AI assistants to interact with SAP GUI for Windows through the SAP GUI Scripting API.

Snowflake MCP Server

Provides secure, read-only access to Snowflake data warehouses, enabling AI assistants to explore schemas, write queries, and analyze data with SSO authentication and smart caching.

Talk2Data InsightGenius

Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with significance testing, ANOVA, correlation, gap analysis, and publication-ready Excel exports. Upload once, analyze unlimited.

cli2mcp

Enables turning any command-line tool into an MCP server with auto-generated JSON schema, supporting stdio, timeouts, and stderr capture.

Accordo

A YAML-driven workflow guidance MCP server that enables AI coding agents to follow structured development workflows with real-time state tracking and progression control.

novada-mcp

One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — in a single npx command.

ChemCP

Renders interactive 2D molecular structure diagrams from SMILES notation and computes molecular properties like molecular weight, LogP, and TPSA, directly in the chat.

Time MCP Server

一个模型上下文协议服务器，提供时间和时区转换功能，使大型语言模型（LLM）能够获取当前时间信息并使用 IANA 时区名称执行时区转换。

vibe-annotations

MCP server that exposes web page annotations to AI coding agents, enabling automated implementation of visual feedback and design tweaks.

DexScreener MCP Server

一个 MCP 服务器实现，可以访问 DexScreener API 数据，从而提供跨多个区块链的 DEX 交易对、代币概况和市场统计的实时信息。

AFC Commander (Free Edition)

Enables managing a parametric CLI command registry with profile isolation and pipelines from Cursor agents via 11 MCP tools.

canido

Regulatory intelligence API — look up permits, licenses, and fees for food service businesses in Austin, SF, and NYC.

Erstan Agent Tools Beta

Enables building, optimizing, reviewing, and running AI agents and skills, plus managing authorized work items, in Erstan's QA environment via OAuth-authenticated MCP.

Enhanced Memory MCP Server

A high-performance memory management system for AI agents with 200+ tools including 4-tier memory architecture, advanced RAG pipeline, and Git-like versioning.