发现优秀的 MCP 服务器

syl-mcp

MCP server for safety-first automation and app QA, exposing deterministic tools to control graphical apps, browsers, terminals, Android devices, VMs, and SSH hosts.

TeamTok MCP

카톡 팀플방의 대화를 팀원별 역할, 마감, 미정 항목, 제출 체크리스트, 공지 메시지로 정리해주는 대학생용 MCP 서버.

kvasir-legal

Verifiable German, Austrian, Swiss and EU law: resolve citations to the wording in force, verify the citations a model produced against the official source, and walk the citation graph.

AOCS-OmegaMCP

A quality-first multi-agent reasoning framework with fractal verification, adversarial red-teaming, and self-audit pipelines, providing deterministic MCP tools for complex analysis tasks.

mechabrain

MCP server that provides agentic memory management for markdown vaults, enabling hybrid search, governed writing, and maintenance of episodic, semantic, procedural, and working memories for LLM agents.

Leapfrog MCP

Multi-session browser MCP server that gives AI agents up to 15 fully-isolated browsers running in parallel. 36 tools including navigation, extraction, network intercept, stealth, and self-improvement. Each session has its own cookies, storage, and fingerprint so agents never collide.

webx-mcp

Local on-demand web search and page reading for coding agents via SearXNG, with SSRF-protected fetching and Markdown extraction.

MCP on Vercel

A deployment template for running Model Context Protocol servers as Vercel Functions. It provides a foundation for developers to build and host custom tools, prompts, and resources with optimized execution for MCP client integration.

evermemos-mcp

Long-term memory for AI coding assistants. Remembers context once and recalls it across sessions.

mcacp

Bridges any MCP client (like Claude Code, Zed, VS Code) to any ACP coding agent, enabling multi-agent orchestration from a single chat interface.

Graphiti Memory MCP Server

Enables AI agents to manage and query a temporally-aware knowledge graph memory, supporting episode tracking, entity relationships, and semantic search via MCP tools.

FullMention

A secure, high-performance MCP server that gives AI models and agents (like Cursor and Claude Desktop) direct access to the FullMention Public API to monitor AI search visibility, manage keywords, and calculate brand Share of Voice.

Local Hugging Face MCP Server

A production-ready local MCP server for Agent Studio, providing tools for calculation, search, chat, and Hugging Face text generation via the Inference API.

@kemosoft/mcp-heymax-crm

MCP server for HeyMax CRM API, providing read-only tools to query pipelines, services, and other CRM data.

RLM-MCP

Implements the Recursive Language Model pattern, enabling LLMs to process arbitrarily long contexts through session-based document management, on-demand chunking, BM25 search, and artifact storage.

DORA Compliance MCP

DORA Compliance - MCP server providing AI-powered tools and automation by MEOK AI Labs

NewsAgent Data MCP server

Enables querying scored and classified Russian and English news via MCP clients, offering filtered feeds, keyword search, breaking news, and coverage stats.

IEEE 802.11 MCP Server

Semantic search and structured queries over IEEE 802.11 specifications, enabling AI assistants to search technical content, tables, and figures across multiple standards.

Ad Review Log MCP

Acts as a persistent log of ad creative reviews. Stores each review's ad name, funnel stage, score, media link, and full review text so agents can look back at how past creatives were scored.

playwright-mcp-guarded

Enables LibreChat assistants to browse and fetch web content only from an allowlisted set of domains, with the allowed origins made visible to the model. It runs as a streamable-HTTP Docker service that enforces domain restrictions and supports sites like GitHub, Wikipedia, and Google.

claude-c2

Enables natural language command and control of remote systems across multiple platforms through Claude AI using the Model Context Protocol.

VikingDB

一个用于 VikingDB 存储和搜索的 MCP 服务器。

FeatureBoard MCP Server

A local, file-backed feature/bug board for projects, enabling Claude to read and write markdown boards (featurelist.md / buglist.md) directly in chat for task planning, bug logging, and velocity tracking.

DevOps MCP

An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori documentation templates from a GitHub repository. It allows users to list available resources and fetch specific best practices to integrate directly into their development workflow.

opennms-mcp

Connects Claude to OpenNMS, allowing plain language interaction with alarms, nodes, events, asset records, categories, and service collection.

@transita/mcp-server

Provides immigration eligibility intelligence, enabling AI assistants to match user profiles to visas, compare pathways, and get country overviews using Transita's API.

apple-calendar-mcp

A macOS-only MCP server that lets Claude read and create events in Apple Calendar, list calendars, and find free time using EventKit.

uk-payments-mcp

Enables AI agents to accept payments in the United Kingdom via Stripe hosted checkout, supporting cards, Apple Pay, and Google Pay.

SolanaViz MCP Server

一个模型上下文协议（MCP）服务器，使 Claude 能够通过自然语言对话访问、分析和可视化 Solana 区块链数据。