发现优秀的 MCP 服务器

datadabble-mcp

Enables Claude and other MCP clients to manage databases, fields, entries, visualizations, AI features, notifications, audit logs, and team accounts via natural language by wrapping the DataDabble REST API.

MANIT ERP MCP Server

Simple MCP server that exposes a tool to fetch student result/CGPA data from MANIT ERP APIs.

robo-cortex

Provides a git-aware knowledge base for AI coding agents to store and retrieve memories anchored to code changes, with automatic staleness detection.

Basketball RL MCP Chatbot

An MCP chatbot server that answers questions about a Reinforcement Learning graduate project by dynamically selecting and calling structured tool functions to retrieve precise project data, including training rounds, hyperparameters, and infrastructure details.

mcp-server-tasktracker

An MCP server that exposes the full Task-Tracker REST API as MCP tools, enabling AI agents to manage trackers, tasks, notes, checklists, and projects conversationally.

Financial Analysis MCP Server

一个 MCP 服务器，为你的 LLM 提供金融分析能力。

UUID MCP Provider

一个简单的模型上下文协议（Model Context Protocol）服务器，它在被大型语言模型（LLM）调用时生成基于时间戳的 UUID（v7）。它提供按时间顺序排序的唯一标识符，且无需任何输入参数。

Shared Memory MCP Server

Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

nREPL MCP Server

启用与正在运行的 Clojure nREPL 实例的交互，用于评估 Clojure 代码、检查命名空间和检索连接状态，兼容 MCP 客户端，如 Claude Desktop 和 VSCode 中的 CLine。

Wireshark MCP

A Model Context Protocol server that integrates Wireshark's network analysis capabilities with AI systems like Claude, allowing direct analysis of network packet data without manual copying.

HiveClaude

Coordinates multiple Claude Code agents to work collaboratively on projects with role-based task management, shared state, and automated code review.

Better Playwright MCP

Token-efficient browser automation MCP server using Playwright, with getOutline and searchSnapshot to save ~95% tokens compared to full snapshots.

MCP Databases Server

Enables LLMs and agents to interact with relational databases (SQL Server, MySQL, PostgreSQL) through MCP tools. Supports executing queries, inserting records, listing tables, and exposing database schemas with secure credential management.

Nexus MCP Server

Enables hybrid web search and intelligent content extraction, combining semantic search with documentation-optimized reading that strips noise and returns clean, token-efficient context for AI agents.

MCP Filesystem Server

一个模型上下文协议服务器，提供与文件和文件系统安全且智能的交互，为处理大型文件和复杂目录结构提供智能上下文管理和高效的令牌操作。

HWP RAG MCP

Enables searching local Korean HWP/HWPX documents via Codex or Claude Code by indexing them with a free multilingual embedding model, keeping documents and indexes locally without requiring an API key.

mcp-context-manager

This MCP server provides tools to manage, score, compress, and prune AI agent conversation context, helping keep agents focused and reduce token costs. It is a free, local, pure Python solution for any MCP client.

Segundo Cérebro

Self-hosted personal knowledge graph running on Cloudflare, connecting to Claude as an MCP server for capturing atomic concepts and cross-domain analogies.

obsidian-cli-rest

Enables programmatic control of Obsidian vaults via REST API and MCP server for automation and AI assistant integration.

Deep Research MCP Server

An MCP server for deep research that performs search, scraping, synthesis, fact-checking, and persistent memory, enabling users to conduct comprehensive research tasks via Claude.

AI Memory MCP

A persistent, searchable memory layer for AI assistants, exposed as an MCP server. It supports CRUD, namespaces, hybrid ranked search, relationships, chat-context assembly, import/export, and optional LLM-powered auto-extraction.

Sats4AI

Bitcoin-powered AI tools via Lightning Network micropayments (L402). Image generation, text generation, video, music, speech, 3D models, file conversion, and SMS — no signup or API keys required.

Google Health ChatGPT MCP

Self-hosted MCP server that provides read-only access to Google Health API v4, enabling analysis of personal health data via OpenAI Responses API or ChatGPT.

Claude Code MCP

Delegates coding tasks to the local Claude Code CLI via MCP, offering run, review, and status tools for MCP-compatible agents.

cisco-secure-access-mcp

A community MCP server for Cisco Secure Access that exposes the Secure Access REST API to AI clients as a curated catalog of tools for Admin, Deployments, Investigate, Policies, and Reports.

odigo-elastic-s2l-mcp

Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates technical field names into business knowledge, enabling autonomous querying without hardcoded domain logic.

Oomol Connect MCP Server

Enables integration with Oomol Connect for executing tasks, managing blocks and packages, and uploading files. Supports task execution with real-time progress monitoring and intelligent polling across audio, video, and other processing workflows.

Gov Data MCP

MCP server with 562 tools accessing 114 government data APIs covering economic, health, education, energy, and more from federal, state, and international sources.

cudaq-docs-mcp

Provides AI agents with version-pinned NVIDIA CUDA-Q documentation, API reference, and runnable examples via MCP, using offline SQLite full-text search. It resolves docs to match the installed cudaq package to avoid version skew.

MCP API Service

一个模型上下文协议 (MCP) 服务器，它与系统 API 交互，允许用户检查连接、搜索员工、登记早餐以及按班次更新化学品信息。