发现优秀的 MCP 服务器

Vector Memory MCP Server

Provides local vector-based semantic memory storage for AI assistants to persist context and decisions across sessions using local embeddings and LanceDB. It enables private semantic search and session handoff capabilities to maintain long-term project context.

DharitrI MCP Server

Enables interaction with the DharitrI blockchain including wallet creation, address retrieval, balance checking, and sending tokens (REWA, SFT, NFT, MetaDCDT). Supports multiple networks like devnet.

nomai-mcp

Enables secure, authenticated access to Nomai's tools via Google OAuth 2.1, with email allowlisting for access control.

Ollama Pydantic Project

创建了一个示例项目，用于使用本地 Ollama 模型和 MCP 服务器集成来实现 Pydantic 代理。

fastalert-mcp

Enables discovering channels and sending messages with optional title, content, action, and image via the FastAlert API.

TriCaster MCP Server

An MCP server that lets Claude control a Vizrt TriCaster via its HTTP API, enabling natural language control of sources, transitions, recording, streaming, audio, and macros.

rnv-color-mcp

Exposes RNV color workflow tools for color mixing, conversion, harmony generation, text transformation, and palette management, allowing LLMs to directly compute colors and manipulate palettes.

architecture-discovery-mcp

Enables scanning Java/Maven projects to generate TOGAF-standard architecture deliverables (Excel and PPTX) via natural language commands.

hevy-mcp

MCP server for the Hevy fitness tracking app, enabling management of workouts, routines, exercise templates, folders, and webhooks through AI assistants.

mcp-readonly-code-server

A read-only MCP server that exposes a local code workspace to AI clients via stdio, providing file browsing and text search capabilities with path safety rules.

iroha for Notion

Persists Claude Code sessions to Notion as team memory, enabling queryable recall of decisions, work state, and project architecture.

demandex-mcp

MCP server for Demandex e-commerce demand intelligence, providing Reddit-based opportunity cards and demand verdicts with free and paid per-call tools settled via x402/USDC.

WebScraper MCP Server

An MCP server for advanced web scraping with automatic JavaScript rendering support using Playwright. It enables scraping pages, extracting links and images, and capturing screenshots.

riocloud-reader

Enables AI agents to fetch and digest content from 30+ platforms (Twitter, YouTube, Reddit, etc.) via a unified API. Supports multi-format output, transcription, and direct Obsidian sync.

guidepost-mcp

Enables agents to navigate users through pre-defined decision trees by submitting answer labels, returning deterministic next instructions without extra LLM calls. Supports domain-independent procedural workflows with state tracking, handling of unknown responses, and a read-only Web UI.

erbina

Bootstraps dev environments by installing, wiring, and verifying CLI tools and MCP servers from curated recipes, and provides scope-aware audit of MCP configurations.

Pulse

Enables AI agents to investigate and manipulate live network simulations via MCP, including protocol debugging and fault injection.

vision-memory-mcp

Persistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vector search, and AX trees to prevent token overhead and visual hallucination loops.

Mac MCP

A local macOS MCP server for AI Agents that exposes safe endpoints for shell commands, files, processes, macOS automation, browser control, and more.

mcp-runrunit

MCP server for interacting with Runrun.it API, enabling task and comment management for project management workflows.

emacsclient-mcp

An MCP server that provides LLMs with direct access to Emacs via its server protocol, offering 22 tools for editing, search, buffer management, and a PR review agent.

Alternative Payments MCP Server

Provides AI assistants with read and safe-write access to Alternative Payments customers, invoices, payment requests, transactions, payouts, and webhooks without directly moving money.

DSH Cowork MCP

An MCP server that gives any agent read/write access to office documents and Jupyter notebooks, with stable cell and shape addresses, bounded windows, and safety safeguards.

Job URL Analyzer MCP Server

A FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.

prompt-new-mcp

A Model Context Protocol server that saves prompts with timestamps and allows users to list previously saved prompts for Claude Desktop.

MySQL MCP Server

Enables AI assistants to securely interact with MySQL databases for schema discovery, data querying, and record management with configurable access controls. It provides specialized tools for listing tables, describing structures, and performing CRUD operations within environments like Claude and VS Code.

OpenWeatherMap MCP Server

A Model Context Protocol server that provides comprehensive weather data and forecasts through the OpenWeatherMap API, enabling AI assistants to access real-time weather information, forecasts, air quality data, and location services.

MCP server for CData Connect Cloud サンプル

CData Connect Cloud 的 MCP 服务器

humanMCP

A personal content server that lets individuals publish content with cryptographic proof of authorship and explicit license terms, allowing AI agents to interact via the Model Context Protocol.

detection-mcp

Local STDIO MCP server for object-detection annotation workflows. Manages datasets, categories, images, bounding boxes, and exports in JSONL format without modifying source images.