发现优秀的 MCP 服务器

soroban-diagnose

Deterministic failure diagnosis for Soroban transactions and simulations, providing a normalized diagnosis with ranked causes, evidence, and fixes via CLI, MCP, or library.

Customer Info Validator

Validates customer information completeness by checking caller-provided data against required fields, returning present and missing fields.

Emercoin Agent

Identity + memory layer for AI agents on the Emercoin blockchain — read open, write via GitHub OAuth

MCP Browser Tool

A Playwright-based browser automation tool for AI agents, enabling web search, navigation, scraping, and page interaction through the Model Context Protocol.

GLM-Vision MCP Server

Provides a vision tool that converts images into structured text descriptions and OCR using the free GLM-4.6V-Flash model, enabling text-only LLMs like DeepSeek to understand images.

MLflow MCP Server

A Model Context Protocol server that enables LLMs to interact with MLflow tracking servers, allowing users to query experiments, analyze runs, compare metrics, manage the model registry, and promote models through natural language.

ltspice-mcp

MCP server for automating LTspice on macOS, enabling simulation, schematic generation, data extraction, verification, and rendering via natural language or agents.

Claude Flow MCP

Integrates with Claude Code to execute AI-powered code analysis and workflow automation, supporting pre-defined scenarios like code review and security audit.

MCP AdGuard Home

Enables natural language management of AdGuard Home DNS filtering, clients, DHCP, rewrites, and more via MCP.

PomBase MCP Server

Enables AI agents to query the fission yeast PomBase database for gene summaries, GO annotations, phenotypes, orthologs, domains, and interactions via structured API calls.

ForceKit MCP Server

Exposes Salesforce development tools (scan, lint, test, deploy, verify) to AI assistants via the Model Context Protocol, enabling programmatic interaction with Salesforce projects.

LanceDB MCP Server

A basic serverless MCP server using LanceDB to store and retrieve documents via three tools: ingest, retrieve, and get table details.

mcp-box

Isolated Docker sandboxes for MCP servers. Read-only root, zero capabilities, network-none by default.

Twitter/X MCP Server

Connects AI assistants to Twitter/X using cookie-based authentication to read timelines, search tweets, and perform actions like posting and liking. It leverages Twitter's internal GraphQL API to provide full functionality without requiring a developer account.

MCP Server File Modifier

用于文件修改和控制的模型上下文协议服务器

pgvector-mcp-server

Enables AI assistants to manage vector collections and perform similarity search using PostgreSQL and pgvector, with integration to DashScope text embedding.

Hedera MCP Server

镜子 (jìng zi)

Pokemon Paste MCP Server

Creates shareable Pokepaste URLs from Pokémon team data, allowing users to format and share competitive Pokémon teams via a simple API.

MCP Server

Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, refresh token rotation, and Supabase-backed persistence. Includes sample tools like calculator, get_weather, and search_web.

finviz-screener-mcp

MCP server exposing Finviz's US stock screener via finvizfinance, allowing filter-based screening and custom table columns as structured JSON.

Amazon Cart MCP Server

Enables AI assistants to interact with your personal Amazon cart through browser automation, allowing search, add to cart, and view cart functionalities.

BizIntel MCP Server

Enables AI assistants to perform real-time business intelligence tasks including competitive analysis, website scoring, review analysis, and market research.

Google News13 MCP Server

Provides tools to search and retrieve news across various categories including business, technology, science, and sports via the Google News API. It supports keyword searches, autocomplete suggestions, and region-specific news across multiple languages.

tickmcp

A remote multi-user MCP server that enables task management with TickTick through tools like listing projects, creating and updating tasks, and checking auth status.

mcp-semclone

Enables LLMs to perform software composition analysis including license detection, vulnerability assessment, SBOM generation, and policy validation using the SEMCL.ONE toolchain.

perplexity-webui-mcp

MCP server that queries Perplexity Pro via WebUI session token, providing model-specific tools for search and deep research.

BRaVa MCP

Enables querying rare-variant, gene-based association results across ~1.2M individuals from 10 global biobanks, supporting phenome-wide scans, replication screens across ancestries, and candidate list evaluation for 44 harmonized traits.

database-analysis-mcp

Enables MySQL database analysis through natural language, including schema exploration, query execution, performance analysis, and ER diagram generation via the Model Context Protocol.

Word MCP Server

MCP server for real-time Microsoft Word document manipulation via COM automation. Word runs in a visible window — every change appears instantly.

Booli MCP Server

Enables AI assistants to search and analyze Swedish real estate data from Booli.se using natural language queries. Supports property searches with comprehensive filtering options and location discovery through GraphQL API integration.