发现优秀的 MCP 服务器

icogenie-mcp

AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles, sizes, and themes.

OParl MCP Server

Provides AI models with seamless access to OParl parliamentary data APIs through the Model Context Protocol. Enables natural language queries for parliamentary meetings, documents, organizations, representatives, and other government data across multiple OParl implementations.

code-index-mcp

Rust-native code index MCP server with first-class 1C:Enterprise (BSL) support. Static binary, no runtime — 25 MCP tools (18 universal + 7 BSL-specific), tree-sitter AST for 10 languages, federation across multiple repos.

mcp-rule-engine

Captures code modifications via AST analysis, generates reusable rules, and injects them into AI agent context with version audit and token-budgeted rule retrieval.

ai-memory-mcp

Enables AI assistants to retain memory across sessions by storing conversations locally in Markdown files, allowing personalization and continuity without external servers.

freee-hr-mcp

Enables managing freee HR operations like employee data, attendance, leave, and approvals through natural language in MCP-compatible clients such as Claude Desktop.

minicheck-mcp

A model checker as an MCP server that lets agents verify state machines with declarative specs, returning a verdict and shortest counterexample when a property fails.

Prompt Cleaner MCP Server

Enables cleaning and sanitizing prompts through an LLM-powered tool that removes sensitive information, provides structured feedback with notes and risks, and normalizes prompt formatting. Supports configurable local or remote OpenAI-compatible APIs with automatic secret redaction.

pesticide-mcp

A Model Context Protocol server for querying Japanese pesticide registration information from FAMIC CSV data. Provides tools to search pesticides, retrieve applications, and check registered uses with detailed safety notices.

QuantConnect MCP Server

Enables AI assistants to interact with QuantConnect's algorithmic trading platform to create projects, write trading strategies, run backtests, perform optimizations, and deploy algorithms to live trading through the QuantConnect API.

Skills Registry MCP Server

Enables intelligent discovery and management of Claude Skills through semantic search, ratings, favorites, and community curation. Provides tools to search, upload, rate, and organize skills with natural language queries and comprehensive metadata.

APK Security Guard MCP Suite

Integrates multiple Android APK security analysis tools into MCP standard APIs for automated static and dynamic analysis and vulnerability detection.

Isaac Sim MCP Extension and MCP Server

Isaac 模拟 MCP 扩展和服务器

Paper Research Helper

Enables searching, ingesting, and querying academic papers using natural language, with integration to arXiv and Semantic Scholar.

TEST MCP USDT MCP Server

Enables AI agents and LLMs to interact with the TEST MCP USDT API through standardized tools using the Model Context Protocol. It provides a containerized environment for executing USDT-related API operations and asynchronous tool handling.

Agentic MCP Client

一个独立的代理运行器，它使用 MCP（模型上下文协议）工具，通过 Anthropic Claude、AWS BedRock 和 OpenAI API 执行任务。它使 AI 代理能够在云环境中自主运行，并安全地与各种系统交互。

GCP Sales Analytics MCP Server

Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public datasets through an AI agent that automatically routes questions to the appropriate data source for sales and e-commerce analytics.

Gitrama MCP Server

Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages, branch creation, PR descriptions, code review, diff analysis, and push operations directly from your AI assistant.

canvas_mcp

Enables reading and writing Canvas LMS course content using browser session cookies, without needing an API key.

patent-intelligence-mcp-server

Provides AI agents with access to US patent data through 16 tools for search, citation analysis, technology trends, and portfolio comparisons via the free USPTO PatentsView API.

stock-data-mcp

MCP server exposing 43 financial data tools for A-share, HK, US stocks, crypto, and market news via open-stock-data.

mcp-sap-cpi

Connects Claude to SAP Cloud Platform Integration (CPI) to diagnose failed messages, review iFlows, deploy artifacts, and check credentials directly from your conversation.

outlook-mcp

Enables AI assistants to read, send, and manage Outlook mail locally on Windows via COM/MAPI, without cloud APIs.

Krep MCP Server

镜子 (jìng zi)

log-ai-optimizer

Compresses log files into templates and statistics using Drain3, and exposes them to AI assistants via an MCP server for efficient log monitoring and anomaly detection.

gingsisi/AgentsHive

DescriptiShared knowledge cache for AI agents — cache-first search saves tokens and avoids redundant web searches. Cross-agent deduplication with trust scoring. Human Bridge for blocked/paywalled content. MCP-native (FastMCP), ChromaDB-backed. 3 tools: agenthive_search, agenthive_contribute, agenthive_stats.

MCP SBOM Server

一个模型上下文协议（Model Context Protocol）服务器，执行 Trivy 扫描以生成 CycloneDX 格式的软件物料清单（SBOM）。

mcp-fda-regulations

Enables AI agents to access US FDA regulations (21 CFR) through natural language queries, providing tools for retrieving regulatory information.

VSGuard MCP

Provides real-time OWASP ASVS security guidance and vulnerability scanning for AI coding agents. Enables proactive security during code generation by checking security requirements, scanning code for vulnerabilities, and suggesting secure code fixes.