发现优秀的 MCP 服务器

302AI File Parser MCP Server

一个 MCP 服务器，用于解析 Claude Desktop 的文件，需要 302AI API 密钥才能运行。

oG-Memory RAG MCP

A thin MCP client that provides a search_kb tool for querying a remote oG-Memory knowledge base, enabling any agent to retrieve relevant information without local setup.

Project Brain MCP

An MCP server that reads any codebase (GitHub repo or local folder) and explains it using AI. Enables users to ask questions about project structure, key files, auth flows, and more in plain language.

mcp-grok-executor

An MCP server that turns Grok CLI into the execution agent for Claude Code, implementing an orchestrated execute-verify-autofix loop for autonomous development tasks.

JoyCode MCP Server - FOP Workflow Assistant

Enables intelligent workflow automation for JD's FOP platform, supporting PRD analysis, code generation, and flowchart creation with smart retrieval optimization and standardized file naming rules.

aranet4-mcp-server

一个简单的 MCP 服务器，用于管理您的 Aranet4 设备和本地数据库。

Roundtable MCP

Enables role-based, multi-model AI orchestration by assigning specialized expert roles to a hybrid panel of local and cloud LLMs, generating unified advisory council reports for complex tasks.

Fast MCP Server

A modular MCP server built with FastAPI, exposing tools via HTTP endpoints with SSE streaming responses.

Tool Filter MCP

Filters and blocks specific tools from upstream MCP servers using regex patterns to reduce context pollution and remove unwanted tools from AI agent interactions.

MCP Study Agent

An MCP server that enables users to interact with local documents for educational purposes through tools for listing and reading files. It features an integrated agent capable of automatically generating document summaries and study flashcards.

credence

Tracks uncertain values stated by the user and blocks model writes that embed unverified values until confirmed.

Obsidian MCP Server

Provides read-only access to a local Obsidian vault with zero-trust security, enabling note reading, listing, and text search via Claude.

MCP Gateway

A FastAPI-based MCP gateway that aggregates multiple MCP servers, applies per-server tool allow/block policies, and re-exposes them as streamable HTTP MCP endpoints. It includes a local LLM safety guard for SQL/PII checks and a request history UI.

mcp-rp

Enables AI assistants to interact with ReportPortal, covering launches, test items, logs, dashboards, widgets, filters, projects, users, and integrations.

Vancam MCP Server

Provides AI agents with live access to over 1 million traffic cameras worldwide, enabling search by bounding box, radius, route, or nearest point and fetching live frames.

loreweave

An MCP server that gives AI agents durable, temporal memory over local markdown vaults, with tools for searching, asserting facts, querying point-in-time state, and reinforcing useful knowledge.

Vega-Lite MCP Server Troubleshooting

Here's a translation of "Troubleshooting guide for Vega-Lite MCP server integration with Claude" into Chinese: **Vega-Lite MCP 服务器与 Claude 集成故障排除指南** (Vega-Lite MCP fúwùqì yǔ Claude jíchéng gùzhàng páichú zhǐnán) Here's a breakdown of the translation: * **Vega-Lite:** (Vega-Lite) - The name remains the same as it's a proper noun. * **MCP:** (MCP) - The name remains the same as it's an acronym. * **服务器 (fúwùqì):** Server * **与 (yǔ):** With * **Claude:** (Claude) - The name remains the same as it's a proper noun. * **集成 (jíchéng):** Integration * **故障排除 (gùzhàng páichú):** Troubleshooting * **指南 (zhǐnán):** Guide

mcp-opensearch

Read-only MCP server for exploring and searching OpenSearch clusters, enabling log analysis, index exploration, and query execution.

cipp-mcp

An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to manage Microsoft 365 tenants, users, policies, and security settings through CIPP's API.

Binance MCP Server

Enables automated cryptocurrency trading on Binance and provides integration for monitoring Base network operations. It allows users to execute trades, fetch market data, and calculate technical indicators like RSI and MACD through the Model Context Protocol.

personal-mcp

MCP server that bridges coding agents (Claude Code, Codex, Gemini CLI) via ACP for pair programming, enabling agents to consult each other as tools.

disclos-eu-ai-act

Lets AI assistants classify an AI system under the EU AI Act, returning risk tier, obligations, and deadlines based on a plain-English description of the product.

Todoist MCP Server

An MCP server that connects Claude with Todoist for complete task and project management through natural language.

BLS (Bureau of Labor Statistics) MCP Server

Provides access to U.S. labor market data including employment statistics, Consumer Price Index inflation rates, and wage information. Users can query specific time series data or use shortcuts for common economic indicators like unemployment and industry-specific employment.

legal-text-mcp-de

Cite-grade German legal-text infrastructure for LLM agents, providing access to federal, Länder, and EU laws with cryptographic provenance.

MCP for Vivado

An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

Graylog MCP Server

An MCP server that gives AI assistants direct access to your Graylog logs -- search, aggregate, analyze, and cluster log data through natural language.

LudusMCP

An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.

grainjournal

An MCP-native journaling server that prompts one question per day and captures your responses verbatim, with no AI rewriting or analysis. It integrates with Claude Desktop, Cline, or cron scripts, storing everything as markdown in your vault.

Terminal Command Runner MCP Server

NeoMCP 服务器 (NeoMCP fúwùqì)