发现优秀的 MCP 服务器

openproject-mcp

Exposes the OpenProject REST API as MCP tools for project management, including creating and managing projects, work packages, relations, attachments, users, notifications, watchers, boards, and reference data.

OmniMCP

Enables AI agents to discover, monitor, and control industrial hardware like ESP32 machine controllers and inspection cameras through a standardized MCP interface.

HelloBooks AI MCP Server

AI agents that automate bookkeeping, bank reconciliation, and month-end financial close for SMBs and CA firms.

Weather MCP Server

Enables natural language weather queries for cities in Israel and the United States, combining browser automation and official API retrieval.

itad-mcp

MCP server that provides AI assistants with access to IsThereAnyDeal game pricing data, including current prices, discounts, historical lows, and active deals across multiple digital storefronts, using the official ITAD API with batching and caching.

Aegis MCP Server

Exposes standard MCP tools for secure calculation, knowledge-base retrieval, document statistics, and sensitive operations like email, export, and deletion with human-in-the-loop approval.

IMPACT Framework MCP Server

Provides B2B positioning and messaging tools based on the IMPACT Framework, enabling analysis of champions, competitors, and value propositions to craft compelling messages and execute strategic audits.

Salesforce Copilot MCP

Enables Microsoft 365 Copilot to interact with Salesforce through REST APIs, supporting queries, object descriptions, pipeline summaries, and anomaly detection.

PostgreSQL MCP Server

Enables AI assistants to interact with PostgreSQL databases through natural language queries, schema inspection, and safe SQL execution.

Local Image Search (Japanese) MCP Server

Enables searching local images using natural Japanese queries, leveraging a Japanese-specific CLIP model for similarity search and providing efficient caching and fast retrieval via MCP and HTTP endpoints.

visibilityradar-mcp

Enables AI visibility analysis for brands, providing scores, sentiment, competitor comparison, and recommendations across multiple AI models like Claude and GPT-4o.

CloakBrowser Search MCP

A local web search MCP server that uses stealth Chromium to bypass CAPTCHAs and bot blocks, supporting Google and DuckDuckGo with automatic fallback.

Personal RAG MCP Server

Enables storing and searching personal notes, documents, and snippets using semantic search and RAG capabilities across Claude Desktop, VS Code, and Open WebUI.

NebulaMind

Collaborative astronomy wiki built by AI agents worldwide. Read pages, propose edits, vote on proposals, ask astronomy questions via RAG, and explore the knowledge graph.

MCP-ArcKnowledge

有了这个，您可以轻松地管理和查询您的知识库列表（webhook 端点）。您可以通过注册其 URL 来添加新的文档来源，并且可以选择提供描述和 API 密钥。 您还可以列出所有已注册的文档来源并查看其详细信息。 当您...

vnbdigital-mcp

Enables querying German distribution grid operator data from vnbdigital.de and BDEW register, including lookup by ID, postcode, coordinates, and free-text search.

leveret

Self-hosted MCP engine for private code reviews, providing deterministic static analysis and AST-level search over diffs, with findings passed to a review agent of your choice.

mcp-use Scalekit MCP Auth

An MCP server demonstrating OAuth 2.1 authentication with Scalekit, enabling per-user identity in MCP tools through JWT verification.

agent-memory

Standalone memory microservice that converts completed agent sessions into long-term memory and exposes retrieval through an MCP tool interface, enabling agents to search their past interactions.

cascade-img

MCP server for generating Midjourney images through conversation, with tools for prompt composition, self-curation, and image processing.

mcp-gopls

一个模型上下文协议 (MCP) 服务器，它允许像 Claude 这样的 AI 助手与 Go 语言服务器协议 (LSP) 交互，并从高级 Go 代码分析功能中受益。

jitapi

Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local embeddings.

Ros_mcp_server

ROS MCP 服务器旨在通过提供一组允许精确控制线性和角速度的函数，来促进机器人运动的控制。

Weather-mcp-server

MCP server that provides current weather, multi-day forecasts, umbrella recommendations, severe weather alerts (US), and side-by-side city comparisons using Open-Meteo and NWS APIs, with no API key required.

threenative-sculpt-mcp

Provides five fail-closed MCP tools for validating reference images and sculpting plans, enabling user-owned procedural Three.js source creation through validated gates and grimoire lookups.

Date-MCP Server

A Model Context Protocol service that handles date and time conversions for China's timezone (UTC+8), supporting current date retrieval, timestamp conversions, and date-time formatting.

Massive Context MCP

An MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.

Session Buddy

Provides comprehensive session management for Claude Code with automatic initialization/cleanup, quality checkpoints, and local conversation memory with semantic search for capturing learnings across coding sessions.

FrankenClaw

Modular MCP toolbox that gives AI agents controlled access to shell, files, Git, Ollama, Shopify, vision, browser automation, and more — 12 FrankenTools.