发现优秀的 MCP 服务器

PH Schools MCP Server

Enables querying and analyzing the Philippine schools masterlist dataset, including searching schools, listing regions and divisions, and getting school details by BEIS ID.

mcp-kg-skills

Manages a Neo4j knowledge graph of reusable Python functions, documentation, and environment variables, enabling dynamic script composition and execution with automatic dependency management and secret protection.

Credential Vault MCP

Enables secure credential storage for AI agents by encrypting secrets and providing agent-invisible references, ensuring sensitive data never leaks to the model.

CloudNativePG MCP Server

Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativePG operator. Supports creating, scaling, monitoring clusters and retrieving detailed status information through natural language commands.

airflow-mcp-server

Airflow MCP server — read DAGs, runs, task instances, log tails; trigger and clear (write-gated).

git-training-wheels

An MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.

aws-boto3-mcp-private

AWS Boto3 (Python) MCP 服务器 (MCP likely refers to a specific application or service, so I've kept it as is. If you can provide more context on what "MCP" stands for, I can provide a more accurate translation.)

traders-edge-mcp

Provides a consolidated 0DTE options cockpit for SPX/SPXW, including chain, Greeks, dealer exposure, volatility term structure, and economic events, using free delayed market data.

SlimContext MCP Server

Provides AI chat history compression tools through token-based trimming and AI-powered summarization strategies to manage conversation context within token limits.

Standardizing LLM Interaction with MCP Servers

一个简短精炼的 MCP 服务器/客户端工具、资源和提示实现示例。

circle-agent-stack-mcp

MCP server for Circle's Agent Stack. Create wallets, set spend policies, send USDC, and pay x402-priced endpoints — all from a tool call.

blackpoint-mcp

An MCP server for Blackpoint Cyber MDR platform, enabling management of security monitoring, threat detection, and incident response through Blackpoint's API.

sieve-map

Local MCP server for macOS that scans AI coding tool history (Claude Code, Cursor, Copilot, Cline, Codex, Gemini CLI) for leaked secrets. Finds API keys in chat transcripts, redacts with sieve:// placeholders, and runs commands with Keychain-injected secrets - no plaintext values ever returned.

AgenTest

AI-driven mobile app testing via MCP, enabling AI coding agents to test Android apps without test frameworks or testIDs.

hr-eli-mcp

Fetches Croatian legislation from the Narodne novine official gazette with European ELI identifiers and verifiable citations. Provides tools to list issues, get act metadata, and fetch full text.

Zoho CRM MCP Server

Enables read-only interaction with Zoho CRM data through natural language queries, allowing users to search records, list modules, retrieve field information, and count records using secure OAuth authentication.

crypto-whitepapers-mcp

An MCP server serving as a structured knowledge base of crypto whitepapers for AI agents to access, analyze, and learn from.

browser-mcp

Gives coding agents full control over a real Chrome browser, enabling navigation, clicking, typing, screenshotting, and more via an MCP server and Chrome extension.

lxDIG MCP

MCP server that gives AI coding assistants persistent memory, structural code graph analysis, and safe multi-agent coordination, enabling them to answer architectural questions, track decisions across sessions, and coordinate safely in multi-agent workflows.

Jira-Mcp

Multi-client MCP server for Jira, enabling project and issue management for multiple simultaneous users with efficient resource usage.

hackbrowser-mcp

Enables AI agents to perform security testing on web applications by controlling a Firefox browser with 39 security tools, including injection testing and access control analysis.

Motus

Enables agents to search airports and find group meetup flights for multiple travelers with optimal pricing and arrival windows.

Glean

镜子 (jìng zi)

lovable-mcp-server

An MCP server for real-time analysis of Lovable-generated projects, enabling Claude Desktop to instantly understand project structure, components, dependencies, and more.

Weather MCP Server

Provides weather forecast and alert data for US locations through the National Weather Service API, enabling access to real-time weather alerts by state and detailed forecasts by coordinates.

AI Proof of Us MCP Server

Records privacy-preserving receipts for AI-assisted tasks and enables optional onchain reward claiming via AIPOU tokens. Integrates with MCP-compatible clients like Claude and Cursor.

defuddle-mcp

An MCP server that extracts clean Markdown or HTML content from web pages by stripping away ads, navigation, and clutter. It offers tools to process URLs or raw HTML, returning structured metadata alongside the main article content.

CCR

CCR gives MCP-capable AI agents persistent project memory, strategy playbooks, and a sandboxed Python REPL.

Cloudflare Playwright MCP

Enables AI assistants to perform web automation tasks such as navigation, typing, clicking, and taking screenshots using Playwright in Cloudflare Workers.

kanpou-mcp

MCP server for searching Japanese government procurement notices via the Kanpou API. Enables LLMs to search by date, keyword, or detailed criteria.