发现优秀的 MCP 服务器

Grok Imagine Image 2 MCP Server

Enables image generation and editing via the Grok Imagine Image 2.0 API, supporting text-to-image, image-to-image editing, multi-reference generation, local uploads, and asynchronous job polling.

Microsoft GitHub Advisory MCP Server

Enables querying GitHub Security Advisories from a local cloned advisory database using tools like list_advisories and get_advisory.

dependency-remediation-mcp-server

Automates remediation of Java library vulnerabilities by processing a security advisory Excel export, scoping to a Spring Boot Maven app, applying version upgrades to pom.xml, and verifying the build.

MCP Server for Comet Browser

Enables AI assistants to control the Comet browser via Chrome DevTools Protocol, supporting navigation, interaction, form automation, and debugging with multi-client and WSL compatibility.

slugline-mcp

Enables screenwriters to search for similar scenes, fetch scene details, list indexed movies, find mood reference scenes, and get analysis style guidance, all grounded in real produced scripts.

@cryptoapis-io/mcp-transactions-data

MCP server for Crypto APIs Transactions Data. Enables lookup of transaction details by hash across EVM, UTXO, Solana, XRP, and Kaspa blockchains.

tavily_mcp_server_for_all_tools

MCP server exposing 8 Tavily tools (web search, fetch, crawl, map, QnA, context, and deep research) via Streamable HTTP for AI assistants to perform live web retrieval and research.

SAP Digital Manufacturing (DMC) MCP Server

Enables AI-powered manufacturing operations analysis and automated report generation from SAP DMC, with direct delivery to MS Teams.

AFFiNE MCP Server

Enables interaction with AFFiNE workspaces through GraphQL API to manage documents, search content, handle comments, and access version history. Supports comprehensive workspace operations including document publishing, comment management, and user authentication via session cookies or personal access tokens.

blueprint-modular

Read-only catalog of the @blueprint-modular/core design system (104 components). Four tools — list/search/get components and suggest compositions. Public, no auth, Streamable HTTP.

Interactive Feedback MCP

A Model Context Protocol server that enables AI assistants to request user feedback at critical points during interactions, improving communication and reducing unnecessary tool calls.

xcpng-aiops

Governed XCP-ng operations via Xen Orchestra REST — VM-health, SR-usage, backup-failure, and patch-state RCA, with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

mcp-memory-vault

A self-hosted memory layer for Claude using plain markdown files, enabling persistent context across different Claude accounts.

state-of-ai-in-design-systems

Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.

serper-discover-mcp

Korean-aware Google search and place discovery server using Serper API. Features include web search, Naver blog/cafe search, and a unique discover_places tool that generates queries from Korean area and category to extract place names.

B2Brilliant MCP Server

Enables business analysis, compatibility checking, and marketing campaign creation using the B2Brilliant API. Tools allow discovering and refining business information from URLs and generating personalized outreach campaigns.

Apple Events MCP Server

Provides native integration with Apple Reminders and Calendar on macOS, enabling full CRUD operations and smart task management through the Model Context Protocol. It allows users to search, create, and organize reminders and calendar events using natural language via the macOS EventKit framework.

MCPVault

A universal AI bridge for Obsidian vaults using the MCP standard, enabling any MCP-compatible AI assistant to read and write notes safely.

Knowledge Assistant MCP Server

A multi-agent RAG MCP server that answers questions from your documents with a human-in-the-loop approval step, using a coordinator, retriever, and synthesizer agents.

elasticsearch-mcp

Enables AI assistants to search, analyze, and interact with Elasticsearch through natural language.

Edenred Plus MCP

Read-only MCP server for Edenred Plus that enables checking benefit balances, transactions, and deals via local browser authentication.

Federated Search

A federation MCP server that sits in front of multiple memory backends and presents a unified search surface to AI agents, allowing a single query to search across knowledge graphs, session history, and web search.

MCP Inventario

Enables inventory management through MongoDB with tools for creating, listing, searching, updating, and deleting items and categories. Supports natural language interactions via Groq AI integration.

Code Graph Context

Builds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.

MCP Markdown Template

Automatically transforms markdown templates (like GitHub Issue templates) into MCP tools and FastAPI endpoints. Load templates from local files, directories, or URLs to create typed API endpoints with Swagger UI documentation.

Greply MCP Server

Enables file and directory searching through the greply CLI tool with configurable search options like context lines, case sensitivity, and pattern matching. Provides direct access to powerful grep-like functionality from MCP-compatible clients.

Rubric Protocol MCP Server

Enables AI compliance attestation and verification for EU AI Act, HIPAA, and other regulations, with tools for signing, proving, and anchoring AI decisions to Hedera mainnet.

Concrete CMS MCP Server

Enables interaction with Concrete CMS sites through the Concrete CMS REST API, allowing content management, user operations, and file uploads via natural language.