发现优秀的 MCP 服务器

svg-mcp

A FastMCP server providing structured SVG authoring tools for LLMs, enabling create, edit, and render SVG graphics through hierarchical primitives, gradients, paths, and reusable resources.

Nível Socioeconômico e Renda Estimada

Enables AI agents to estimate a Brazilian individual's socioeconomic level and income from their CPF, based on income, occupation, and education. Provides a single read-only tool for querying this data via MCP over HTTP.

SeedWeaver

Generates realistic, referentially-coherent test data (SQL INSERTs, JSON, or CSV) from your database schema, resolving foreign keys and respecting constraints. Paste CREATE TABLE DDL or a JSON schema and get ready-to-run seed data with valid relationships.

Ollama MCP Server

Enables complete local Ollama management including listing models, chatting with local LLMs, starting/stopping the server, and getting intelligent model recommendations for specific tasks through natural language commands.

web-fetch-mcp

MCP server for web page fetching (converting to Markdown/text with automatic fallback between Tavily and Firecrawl) and web search via Tavily.

Git Metrics MCP Server

Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.

fallcompass-mcp

Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations from foldkit as MCP tools and resources for integration with AI assistants.

facturx-mcp

An MCP server for electronic invoicing that enables generating, validating, and parsing Factur-X and ZUGFeRD compliant XML invoices. It supports the French 2026 B2B reform and provides integration with Chorus Pro for automated invoice submission and status tracking.

Unosend MCP Server

Enables AI assistants to send emails and SMS messages through the Unosend API. It also supports email validation, domain management, and contact list operations via natural language commands.

PDF Indexer MCP Server

Enables AI agents to download, index, and semantically search PDF research papers using 8 MCP tools.

Homelab MCP starter

A minimal MCP server for homelab environments, providing demo tools like ping and echo over Streamable HTTP for testing client-server integration.

Research Powerpack MCP

Enables AI assistants to perform comprehensive research by searching Google, mining Reddit discussions, scraping web content with JS rendering, and synthesizing findings with citations into structured context.

Avanza-MCP

MCP server for Avanza portfolio monitoring and trading, supporting regular and stop-loss orders, paper trading, and live order placement through an authenticated TUI session.

Gemini CLI MCP Server

An MCP server that wraps the Gemini CLI to provide tools for executing prompts, managing chat sessions, and accessing CLI extensions. It supports both local stdio and remote SSE transports for flexible integration with MCP clients.

mcp-geohash

Encode latitude/longitude to geohash strings and decode geohashes to coordinates with offline, keyless operation.

NetSuite MCP Server by CData

NetSuite MCP Server by CData

VMware MCP Server

Enables management of VMware vCenter and ESXi environments, including VM operations, resource management, and automation with Ollama AI and n8n workflows.

NocoDB MCP Server

Enables AI agents to interact with NocoDB databases for managing tables, records, views, and file attachments. Supports advanced queries, bulk operations, and full CRUD functionality for storing operational data.

@craftrift/verify-mcp

Enables website, SSL, DNS, and API health verification directly from Claude Desktop via the CraftRift Verify API.

MakeSlates MCP Server

Enables AI-powered slide deck creation using natural language, allowing users to generate, edit, and manage presentations through MCP clients like Cursor and Claude Code.

Aucterra MCP Server

An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.

ArXiv MCP Server

Enables AI assistants to search and access arXiv papers through MCP. Supports paper filtering, downloading, and local storage for efficient access.

Strategic Co-Developer MCP Server

用于人工智能记忆和认知系统的战略性协同开发者 MCP 服务器

ValidationStation

AI powered, self healing JSON validator. Pay/call

Malaysia Payments MCP

Enables AI agents to accept Malaysian payments (FPX, DuitNow) through Billplz, providing tools to create payment links and check payment status.

Weather Pro

A production-grade MCP server that provides real-time weather data and demonstrates the complete MCP protocol surface including tools, resources, prompts, and structured output.

Scopus MCP Server

Enables searching Elsevier's Scopus database for scientific literature, retrieving abstracts and metadata, and exporting results in RIS or BibTeX format.

Next-Generation MCP Server

Enables sandboxed file operations via MCP tools, resources, and prompts, with a Claude CLI client and Groq-powered web UI for file CRUD, search, code review, and documentation generation.

BIM Portal MCP Server

A comprehensive MCP server implemented in TypeScript that provides access to the German BIM Portal REST API, enabling querying of organizations, building properties, LOINs, domain models, and AIA resources through natural language.