发现优秀的 MCP 服务器

Google Drive MCP Server

MCP server for interacting with Google Drive using a service account, restricted to a specific root folder. Supports file operations like search, list, create, update, and read.

GitIngest MCP Server

Integrates GitIngest to generate context files from public and private GitHub repositories, optimized for LLM consumption. Supports flexible file filtering, Docker deployment, and secure token-based authentication for private repository access.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

lawtasksai-mcp

200+ AI-powered legal research and drafting skills for attorneys — case law analysis, motion drafting, contract review, deposition prep, and ABA compliance tools. LawTasksAI.com never sees your client data.

mcp-opnsense

MCP server for managing OPNsense firewalls, providing read-only tools for firewall rules, aliases, interface statistics, and gateway status with multi-instance support.

weighted-compact

Local-first inspectable memory substrate for Claude Code. Three read-only MCP tools (search_pairs, compact_session, substrate_info) over a signal-scored parse of ~/.claude/projects/, zero outbound calls.

outdooriq-mcp

Provides lake conditions, fish-stocking records, fishing-favorability scoring, and live weather for outdoor recreation AI agents, powering trip-planning and fishing apps with 72,000+ US lakes and 293,000+ stocking events.

mcp-resource-tool-adapter

Exposes MCP resources through generic compatibility tools for clients that cannot call resources/read directly.

OntoRamp Transformation Radar

Analyzes enterprise transformation programs to surface maturity gaps and risk signals, enabling AI agents to identify stalled initiatives and prioritize actions.

VibeCheck MCP

MCP server for VibeCheck bug reports. Gives AI assistants direct access to screen recordings, console logs, network requests, user actions, and web vitals — right inside your editor.

cesium-mcp

AI-powered 3D globe control via Model Context Protocol. Connect any MCP-compatible AI agent to CesiumJS — camera, layers, entities, spatial analysis through 19 natural language tools.

@nor-data/udir-mcp

MCP server that wraps UDIR's open registries for Norwegian schools (NSR) and kindergartens (NBR), enabling search by municipality and retrieval of full details including coordinates and enrollment.

First Dollar

A curriculum that teaches AI agents how to spend their own money. Sixteen lessons from "what is a wallet" to your first x402 purchase. Teacher, not butler — never signs, pays, or holds keys.

Wireshark MCP Server

Enterprise network analysis platform that enables AI-powered packet analysis, threat detection, and network security capabilities through Claude Desktop integration.

TradingView MCP Bridge

Enables AI assistants to interact with local TradingView Desktop charts via Chrome DevTools Protocol for chart analysis, Pine Script development, and workflow automation. All data stays local, requiring a valid TradingView subscription.

mcp-creatio

MCP server for Creatio CRM that enables AI assistants to read, create, update, delete records, execute business processes, and manage settings via OData and REST APIs.

SVGR MCP Server

Converts SVG content into React components with configurable options including TypeScript generation, React Native support, optimization, and formatting through SVGR.

beads-mcp-server

An MCP server that exposes a curated typed surface over the Beads CLI, managing workspaces and issues through secure, sessionless HTTP with static bearer authentication.

sellthenews-mcp

A read-only MCP server that provides access to financial news, Wall Street Bets sentiment analysis, and detailed options data from sellthenews.org. It enables LLMs to retrieve real-time news feeds, search historical data, and analyze options chains or Greek exposure for specific tickers.

Ollama MCP Server

A local MCP server that gives Ollama language models sandboxed file management tools—read, write, list, and recoverable delete—within configurable workspace directories, keeping everything local and secure.

montology

Enforces design systems and vocabulary via ontology checks, candidate scanning, linting, and structural search across repositories.

nrs_llm

An MCP server for ROS 2 environments that connects via rosbridge WebSocket, enabling topic/service introspection, publish/subscribe, service calls, robot connectivity checks, and polishing pipeline operations.

Parley

Enables AI agents to discover, check stock, and purchase products through your existing store APIs, with spend mandates, discount ceilings, and a full audit trail enforced in code.

Webflow MCP Server

使 Claude 能够与 Webflow 的 API 交互，从而使用自然语言管理网站、检索信息和执行任务。

antideploy-mcp

Deploys applications from coding agents to Antideploy, handling packaging, environment variables, and asynchronous deployment without Dockerfiles or cloud consoles.

adila-mcp

MCP server to manage Adila platform via natural language, enabling deploys, logs, metrics, and infrastructure mutations through CLI AI clients.

Le Parrain MCP

An MCP server to query the leparrain.com referral directory and automatically inject the correct referral link.