发现优秀的 MCP 服务器

Cortex

A local RAG MCP server that provides semantic search over a knowledge base (documents and Confluence) in French and English, with incremental indexing and tools for syncing and freshness. It integrates with AI clients like Claude, Codex, and Gemini while keeping data local.

CapCut MCP

Enables AI assistants like Claude Code to build and edit CapCut video projects locally by creating drafts, adding media and effects, and saving projects that open in CapCut desktop.

LOINC API MCP Server

这个项目提供了一个模块化的 Python 封装器，用于 LOINC API，它带有一个 MCP 服务器接口，可以与 Claude Desktop 无缝集成，实现智能医学术语查找和标准化。

Minecraft MCP Server

Enables querying Minecraft Java server status via the Model Context Protocol, deployable on Cloudflare Workers without authentication.

BioMCP

BioMCP is an open-source MCP server that connects any AI assistant to 15 open bioinformatics databases with zero configuration. It provides 23 tools for literature, sequences, BLAST, structures, enrichment, annotations, genomes, interactions, variants, domains, compounds, and single-cell data.

kio-orzeczenia-mcp

MCP server for Polish public-procurement rulings (KIO / Krajowa Izba Odwoławcza) with verifiable citations.

discord-mcp

Comprehensive Discord MCP server with 66 tools that provides rich message context including emoji reactions, thread indicators, and attachment metadata inline. Enables AI assistants to interact with Discord servers for messaging, moderation, roles, channels, and more.

Note App MCP Server

MCP server for a JWT-authenticated note-taking API, exposing CRUD tools for notes.

SEFAZ AL: IPVA (ano atual)

Enables querying current-year IPVA (Brazilian vehicle property tax) for Alagoas state from the official SEFAZ AL source. Read-only MCP server that works with any MCP client over HTTP.

Scraper MCP

A context-optimized web scraping server that converts HTML to markdown/text and applies CSS selectors server-side, reducing token usage by 70-90% while providing AI tools with clean, filtered web content.

Fetch MCP Server

Enables LLMs to retrieve and process web content by fetching URLs and converting HTML to markdown format. Supports chunked reading of large pages and can access both public websites and local networks.

Editmamei

Editmamei provides a natural-language interface for Adobe Photoshop, running as a local MCP server. Rather than focusing on generative AI, it acts as an AI orchestration layer that plans edits and executes them with native Photoshop tools.

DataCompute Agent

An autonomous MCP server that fetches datasets from IPFS/Filecoin, performs computation (anomaly detection, statistics, data quality scoring), and stores results via Multi-Chain Storage simulation.

telegram-bot-mcp

MCP server that enables interaction with the Telegram Bot API, allowing users to send messages, retrieve updates, and access chat information through natural language.

simply-outlook-mcp

Enables AI assistants to manage Outlook calendars and emails through the Microsoft Graph API, supporting calendar events, email operations, and selective tool control.

Aurora-MCP

Enables querying relationships between plant species, small molecules, and mitochondrial Complex I inhibitors by bridging natural-product, biodiversity, and PubMed datasets. Allows LLMs to perform structured searches and reasoning over biological data to identify potential plant-derived mitochondrial inhibitors.

Rice Stock Data Portal MCP Server

Enables querying Rice Business Stock Market Data Portal using natural language through Claude Desktop, allowing users to ask about financial ratios, stocks, and companies.

Arai

* taniwhaai/arai 🦀 🏠 🍎 🪟 🐧 - Policy enforcement for AI coding agents derived from existing instruction files (CLAUDE.md, .cursorrules, .windsurfrules, .github/copilot-instructions.md) — no separate YAML to maintain. Rules with prohibitive predicates (never, forbids, must_not) emit permissionDecision: deny to block tool calls in Claude Code; advisor

Reddit MCP Server

Enables comprehensive Reddit research through a three-layer architecture that discovers relevant communities, provides operation guidance, and executes multi-subreddit content fetching with proper citations. Supports searching, post fetching, comment analysis, and batch operations across multiple subreddits for thorough content analysis.

Walkthrough Agent

An MCP server that reads app source code, generates contextually valid dummy data, and drives a browser through pages with narrated steps, error correction, and output reports.

usaspending-mcp-server

Interact with USASPENDING.gov to track government spending over time, search by agency, explore spending to communities, and more.

Raindrop.io MCP Server

用于访问 Raindrop.io 书签管理器的 MCP 服务器。

bitbank-mcp-server

Integrates bitbank's cryptocurrency market data with Claude to provide advanced technical analysis, pattern detection, and SVG chart generation. It enables users to perform complex market evaluations using real-time pricing, volatility metrics, and flow analysis through natural language interactions.

Swift Poe Search MCP

An MCP server that integrates with Poe's API to provide AI-powered search and research tools from Perplexity, Reka, Exa, and Linkup.

Read-Only SQLite Shop Database MCP Server

Enables AI agents to safely inspect and query an SQLite e-commerce database with tools for listing tables, describing schemas, and running read-only SQL queries while blocking destructive operations.

sonarqube-mcp-py

A Python MCP server for SonarQube, enabling AI agents to query projects, issues, quality gates, coverage, and security hotspots.

signal-mcp-server

MCP Server for retrieving Signal messages using signal-export logic.

ANSYS Workbench MCP

A clean MCP server and ACT extension for controlling ANSYS Workbench and ANSYS Mechanical from any MCP client, enabling launching Workbench journals, executing Mechanical Python scripts, and interacting with a running Mechanical session via file queue or socket timer bridge.

AI SOC Agent MCP Server

Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calculate severity, and recommend remediation actions.

gr-splitwise-mcp

MCP server for Splitwise. Enables creating and managing expenses, splits, and groups directly from Claude without manual entry.