发现优秀的 MCP 服务器

verifiable-memory

Memory for AI agents that can't hallucinate — answers only from stored facts with a citation, or honestly abstains. Provable forgetting (GDPR), valid-time, Merkle proofs, deterministic. MCP server, CPU-only, zero dependencies.

mysql-db-reader

Read-only MySQL database access via MCP. Enables listing databases, tables, schemas, running SELECT queries, and EXPLAIN plans.

urano-charts

Provides advanced charting widgets (uPlot time series, ECharts box plots and parallel coordinates) for Urano Desktop/Cloud via MCP tools that build uiSpec JSON for rendering.

Spring AI MCP Weather Server

Exposes tools for retrieving weather forecasts and alerts using the National Weather Service API.

siglent-sds-mcp

Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, configure acquisition, capture waveforms, and analyze signal quality safely through high-level SCPI tools.

GHL Coaching MCP Server

Provides MCP tools to interact with GoHighLevel CRM data, including contacts, conversations, call transcripts, broker lead overviews, pipelines/opportunities, and task creation. Supports both stdio and HTTP transports for local and remote use.

82-0 Dream MCP Server

Exposes the 82-0 Dream NBA lineup game's game modes, roster picks, scenarios, FAQ, and official links to MCP-compatible AI clients.

hadith-mcp

An MCP server for retrieving hadith text and metadata from auditable sources, providing exact references, Arabic text, English translations, and source-attributed grading.

Fingerprint MCP Server

Enables MCP-compatible clients to interact with Fingerprint's identification events and management APIs, supporting both private and public modes with tool filtering and multiple transport protocols.

mcp-feed-reader-crunchtools

Secure MCP server for RSS/Atom feed reading with SQLite backend. Enables feed management, entry search, and OPML import/export.

Bitcompare MCP Server

The official crypto yield data MCP server: native Claude access to live and historical crypto lending, savings, staking, borrowing, stablecoin, price, coin metadata, and market data.

NoteHarbor MCP

Provides MCP tools to upsert and search vector-embedded note chunks, enabling semantic retrieval from a PostgreSQL/pgvector backend.

ato-mcp

MCP server that connects AI agents to 34,500+ Australian Taxation Office documents, providing cited answers, tax deduction discovery, depreciation scheduling, BAS checklists, and audit risk assessment through 13 specialized tools.

MCP WooCommerce

An MCP server and Telegram bot that enables natural language management of WooCommerce stores, including products, orders, customers, and sales reports. It supports multiple LLM providers, voice commands via Whisper transcription, and deployment on Cloudflare Workers.

ac-infinity-mcp

Control and monitor your AC Infinity grow environment through Claude and any MCP-compatible AI assistant. It provides live sensor data, analytics, and the ability to adjust fan speeds or port states using natural language.

rag-server

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

KenyaMCPServer

Provides access to Kenya's civic datasets including parliament records, county budgets, SACCO registry, and drought data through MCP tools. Enables AI agents to analyze and query Kenyan public data for civic applications.

gemini-mcp

A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistants to send prompts, research topics, analyze code, and summarize content using Gemini.

Choice Wiki MCP

Provides Claude with a knowledge base about the Choice restaurant platform, enabling natural language queries about products, pricing, integrations, and features.

Authenticated Next.js MCP Server

Enables secure MCP server functionality with Clerk authentication and user-specific API key management. Provides Next.js documentation tools through protected endpoints with multiple authentication methods including OAuth 2.1 with PKCE.

semantic-product-search-mcp

Exposes product catalog and semantic search as tools for an LLM agent, enabling natural language product recommendations based on intent rather than keyword matching.

DorkFiMCP

Enables interaction with the DorkFi lending protocol on Voi and Algorand, supporting market queries, user positions, liquidation scanning, TVL analytics, and transaction preparation.

Neuro-Cognitive Engine

A multi-tenant memory and reasoning substrate for AI agents that provides tenant-isolated, append-only, and auditable memory with vertical business engines for procurement, sales, project management, and more, exposed via MCP and REST.

mcp-server-groq

Enables AI tools to route high-speed inference and code analysis to Groq's LLaMA 3.3 70B engine via fast chat and code summarization tools.

CNKI MCP Server

Enables AI agents to search and retrieve academic papers from China National Knowledge Infrastructure (CNKI), supporting various search types including subject, keyword, author, and DOI lookups.

Google Tag Manager MCP Server

Enables interaction with Google Tag Manager through its API with built-in Google OAuth authentication. Allows managing GTM containers, tags, triggers, and variables through natural language.

db-mcp

MCP server for HighGo and MySQL databases, providing tools for querying, executing DDL, listing tables, and inspecting table structures.

Plain.com MCP Server

Provides comprehensive access to the Plain.com API with over 70 tools for managing support threads, customers, and help centers. It enables users to handle communications, automate support workflows, and manage documentation directly through natural language.

ZVV-MCP

An application that combines Spice.ai with ZVV (Zurich Public Transport) data from opendata.swiss, enabling natural language queries of public transport information through LLM integration.

rails-ai-context

Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.