发现优秀的 MCP 服务器

WikiJS MCP Server

Enables AI assistants to search and retrieve content from WikiJS knowledge bases, allowing integration with your Wiki through simple search and retrieval tools.

Python Code Runner

Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.

fd-open-data-mcp

Provides a semantic concept layer over financial/economic data from multiple sources, enabling users to query data by concept and entity with automatic source selection and failover.

@cyanheads/transitland-mcp-server

Global transit data via the Transitland v2 registry — operators, GTFS/GTFS-RT/GBFS feeds with license terms, routes, stops, and real-time-aware departures via MCP.

MCP Unity Bridge Asset

用于导入 Unity 的资源，以托管 WebSocket 服务器，用于与 LLM 进行 MCP 通信。 Here are some alternative translations, depending on the specific nuance you want to convey: * **更偏向技术性:** 用于导入 Unity 的资源，用于搭建 WebSocket 服务器，以实现与 LLM 的 MCP 通信。 * **更简洁:** 用于 Unity 的 WebSocket 服务器资源，用于 LLM 的 MCP 通信。 The key differences are: * **搭建 (dājiàn):** Means "to build" or "to set up," implying a more active process of creating the server. * **实现 (shíxiàn):** Means "to realize" or "to achieve," implying the server enables the communication. * **MCP 通信 (MCP tōngxìn):** This is the most direct translation of "MCP Communication." If you know the specific meaning of MCP, you might be able to use a more descriptive term in Chinese. Choose the translation that best fits the context and your intended audience.

Qobrix CRM MCP Server

A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data, covering listings, leads, viewings, offers, contracts, analytics, and more, with RESO Data Dictionary alignment and caching support.

pdf-context

A local-first MCP server that ingests PDFs, extracts structure, and provides semantic search and sequential navigation tools for AI clients to query and learn from documents.

obsidian-mcp

An MCP server that gives AI agents read and write access to a folder of Markdown notes, supporting full-text search, reading, listing, and writing notes. It is deliberately small, with no dependencies beyond the MCP SDK, and includes proper path traversal protection.

mindpad MCP

Enables AI assistants to save encrypted notes to a mindpad account using natural language, with support for tags and end-to-end privacy.

import-guardian

Scans generated JavaScript/TypeScript code to detect AI-hallucinated or suspicious npm package imports before installation, providing a verdict of CLEAN, REVIEW, or BLOCK.

Synthetic Orders MCP Server

Enables load testing and validation of an order API by generating synthetic orders, previewing them, and sending batches while enforcing guardrails like bounded counts and fixed seeds for replay.

Spica MCP Server

MCP server that enables AI agents to interact with Spica servers, managing databases, serverless functions, storage, authentication, auditing, debugging, and version control.

MongoDB MCP Server

A secure, read-only MCP server that enables AI agents to connect to MongoDB, perform queries and aggregations, and manage connections.

BirdNet-Pi MCP Server

镜子 (jìng zi)

anthilll-inside

MCP server that reproduces SSE response-size hangs with Anthropic MCP clients by providing a configurable 'generate_lipsum' tool.

competitive-intel

Autonomous competitive intelligence tracking competitors across LinkedIn, news, reviews, job postings, and regulatory signals, generating executive briefs and sales battlecards.

boxadm-mcp

Read-only MCP server that surfaces external file sharing risks from Box enterprise event logs, enabling early-warning leakage detection without modifying any data.

agentic-patterns

Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding agents to search, retrieve, and recommend patterns, recipes, frameworks, methodologies, and anti-patterns.

Veris

Behavioral verification intelligence for AI coding agents. Reads a TypeScript or JavaScript repo, clusters functions into 25 semantic workflows (Authentication, Payments, Webhooks, Caching, Queue, and more), and emits concrete adversarial probes per workflow. 17 MCP tools, local SQLite state, zero cloud.

my-mcp-server

A TypeScript MCP server boilerplate deployable to Vercel, offering tools for image generation, weather, geocoding, and more.

everhour-mcp-server

MCP server for Everhour time tracking with first-class Asana integration, enabling tasks lookup, time logging, timer control, and timesheet review.

PDFSizeAnalyzer-MCP

Enables comprehensive PDF analysis and manipulation including page size analysis, chapter extraction, splitting, compression, merging, and conversion to images. Provides both MCP server interface for AI assistants and Streamlit web interface for direct user interaction.

reflect-memory

Privacy-first AI memory system with MCP server for managing user-authored memories, enabling AI agents to read/write memories with fine-grained vendor access control.

MCP Servers

一系列作为 dotnet 工具的 MCP (模型上下文协议) 服务器

cove-kit

MCP server implementing Chain-of-Verification to reduce LLM hallucinations by drafting answers, planning fact-check questions, answering them independently, and revising.

premiere-pro-mcp

Makes Claude a real operator for Adobe Premiere Pro 2025, providing 59 tools to control projects, timelines, media, exports, and even create cinematic intros with beat detection and style presets.

llama-mcp-server

MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Claude for experimentation, testing, and cost-effective inference.

play-sound-mcp-server

An MCP server that plays local sound files on macOS using the afplay command, allowing AI assistants to trigger audio notifications after responding.