发现优秀的 MCP 服务器

BigBugAI MCP Server

Enables access to BigBugAI cryptocurrency tools for getting trending tokens and performing token analysis by contract address. Provides production-ready API access with rate limiting and authentication for crypto market intelligence.

Cure Cancer With AI MCP Server

Provides oncology data (research, news, FDA approvals, clinical trials) and IBM MAMMAL biomedical predictions (PPI, DTI, ClinTox) as MCP tools. Allows AI agents to query cancer datasets and run predictions through a remote MCP server.

mcp-pombase

Enables AI agents to query the PomBase fission yeast model-organism database for genetic and molecular data through the Pipeworx MCP gateway.

Oura MCP Server

Enables Claude and other MCP clients to access Oura Ring data, including daily activity, sleep, readiness, stress, and more, via a remote Streamable HTTP server.

Sierra Navigator Cloud

Hosted, OAuth-secured MCP server that drives the Sierra Interactive real-estate admin backend, enabling reads, guarded writes, and identity-locked deletes over HTTP without a browser.

Leave MCP Server

Enables LLM clients to handle leave applications by providing tools for initialization, organization selection, leave day calculation, attachment checks, uploads, and submission, with built-in business validation and environment switching.

Doris MCP Server

Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.

Web3 Signals — Crypto Signal Intelligence

AI-powered crypto signal intelligence for 20 assets (BTC, ETH, SOL, etc). 6 scoring dimensions: whale activity, technical analysis, derivatives flow, narrative strength, sentiment, market structure. Market regime detection (TRENDING/RANGING), portfolio optimization, and accuracy tracking. 9 read-only MCP tools. Free via MCP, $0.001 USDC via x402 on Base for REST API.

KnowledgeRadar

An MCP server that gives agents a unified search and perception layer across web search, Bilibili, Xiaohongshu, Zhihu, YouTube, academic metadata, recruitment sites, and webpage extraction, plus research planning, health checks, and task status.

a11y-toolkit

Enables AI agents to perform WCAG 2.2 accessibility audits, including contrast ratio checks for color pairs and text-over-image, generate EU legal accessibility declarations, and produce aria-live monitoring snippets, all through local, multilingual tools.

hotlogin-mcp

MCP server for HotLogin Local API that enables AI agents to manage browser environments, groups, and proxies, and perform browser automation tasks like page interaction and cookie management through a standardized interface.

youtube-transcriber-mcp

Enables intelligent transcription of YouTube videos with automatic optimization for any video length, using local OpenAI Whisper processing and speaker diarization.

Copy-Paste MCP

A Model Context Protocol server that provides a tool for extracting specific line ranges from text content while preserving exact formatting and newlines.

OpenRouter MCP Server

Provides access to 400+ AI models from OpenRouter, enabling users to chat with models like GPT-4, Claude, Gemini, and Llama, compare responses across multiple models, and retrieve model information with pricing details.

Foam-Agent

Automates OpenFOAM CFD simulations via MCP, enabling AI agents to mesh, run, and post-process cases from natural language prompts without any API keys.

PostgreSQL MCP Server

A Model Context Protocol server that provides read-only access to PostgreSQL databases, enabling LLMs to inspect database schemas and execute read-only queries.

avanan-mcp

MCP server for Checkpoint Harmony Email & Collaboration (Avanan). Enables AI assistants to manage email security, anti-phishing, anti-malware, and threat detection via the Avanan API.

Discord MCP Server

Enables LLMs to send and read messages in Discord channels through the Discord API, with server and channel discovery.

Outlook Meetings Scheduler MCP Server

Allows scheduling meetings in Microsoft Outlook using Microsoft Graph API, with features for creating calendar events and adding attendees by finding their email addresses.

grocery-deals-mcp

An MCP server that tells an AI assistant what's on sale at grocery stores near any US ZIP code by reading weekly circulars and providing fast, queryable deal data.

SkyQuery

A local, open-source MCP server that wraps astronomy data services (SIMBAD, JPL Horizons, VizieR, etc.) behind a conversational interface, enabling AI assistants to answer astronomy questions with real, typed, and provenance-tracked data.

CFAST MCP

Enables LLMs to build, inspect, run, and analyze CFAST fire models step by step via tools for compartments, materials, vents, fires, devices, and surface connections, with simulation and result summaries.

SuricataMCP

SuricataMCP is a Model Context Protocol Server that allows MCP clients to autonomously use suricata for network traffic analysis. It enables programmatic interaction with Suricata through tools like get\_suricata\_version, get\_suricata\_help, and get\_alerts\_from\_pcap\_file.

LoreKeeper MCP

Provides fast, cached access to comprehensive Dungeons & Dragons 5th Edition data including spells, monsters, classes, races, equipment, and rules through Open5e and D\&D 5e APIs.

codex-as-mcp

Delegates work from MCP clients (like Claude Code) to the Codex CLI, allowing spawning of autonomous Codex subagents for tasks.

Chen's AI Copy

A personal digital twin MCP server that manages professional context, including skills, experience, and project learnings. It allows AI assistants to retrieve and update user preferences and career interests across different development environments.

jaso-mcp

A simple notes system that allows creating, storing, and accessing text notes through MCP resources and tools, with prompt support for generating summaries of all stored notes.

Stage AI MCP

This MCP server replicates how a creative strategist gathers context by expanding queries and performing hybrid search against a Google Drive knowledge base, delivering structured, role-categorized context for ad copy and creative briefs.

Steward MCP Server

Local Streamable HTTP MCP server that replaces the Steward Chrome extension, letting ChatGPT interact with Steward workspace data, manage drafting sessions, and generate documents via MCP tools.

mcp-schrodingers-boolean

Enables asking yes/no questions and receiving quantum superposition answers (both true and false simultaneously), with optional cat mode for absurdist responses.