发现优秀的 MCP 服务器

Documentary MCP Server

Enables creating, listing, and searching project-based documentation with Markdown content, table of contents, full-text search, and multi-client support via Streamable HTTP transport.

cas-parser-node-mcp

Enables AI assistants to interact with the Cas Parser REST API for parsing CAS statements and managing credits.

Session Memory

Provides persistent local memory for AI coding sessions, enabling agents to save and retrieve project context across different tools and sessions.

jsx-analyzer

Analyzes JSX component prop usage in React/JSX codebases, enabling detection of specific props, missing props, and substring matching for prop values.

bedrock-agent-core-operations-hub-mcp

An autonomous AI operations hub for enterprise e-commerce that uses a decentralized MCP mesh and LLM-as-Judge consensus to detect and self-heal infrastructure issues.

kali-mcp-server

A Dockerized Kali Linux MCP server that enables LLMs to perform network security scans, penetration testing, and reconnaissance using tools like Nmap, Nikto, Hydra, and SQLMap.

Vibe-Audit

A multi-agent system that scans a JavaScript or TypeScript source file for unbalanced addEventListener calls, flags memory-leak vectors, and produces a validated patch via a Gemini LLM.

instant-db

An MCP server that enables AI assistants to create and manage persistent SQLite databases through natural language without requiring SQL knowledge. It allows users to propose schemas, store records, and perform complex queries across multiple databases for structured data tracking.

swagger-mcp-tool

A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.

Centralaizer

A local-first, privacy-preserving centralized memory hub for AI agents — MCP-compatible, zero cloud egress.

Weather MCP Server

Demonstrates creating and connecting an MCP weather server using FastMCP, with support for integration with Claude Desktop, Cursor, and local LLMs to query weather alerts and information.

cv-tailor-mcp

Enables users to tailor a one-page LaTeX CV to a job posting by fetching relevant facts from a YAML file, rendering a LaTeX document from id-based selections, and compiling it to PDF, without wasting tokens on repetitive CV reads or compiler logs.

Veezee Skills MCP Server

Enables AI agents to enrich LinkedIn prospect data with current role, company, and experience through MCP or REST, with credit-metered access and free credits.

kismet-wireless-mcp

A read-only MCP server for querying Kismet Wireless systems, enabling AI agents to retrieve network status, datasources, devices, and alerts via REST API.

Ziwei MCP

Deterministic Zi Wei Dou Shu astrology MCP server that generates accurate birth charts with precise timezone and solar-time handling, exposing all school conventions as explicit parameters.

appd-mcp

A read-only MCP server for AppDynamics that exposes 12 task-oriented tools to query applications, topology, metrics, snapshots, health rules, anomalies, events, alerting config, analytics events, and dependency maps via OAuth API-client credentials.

wonderkraftz-mcp

An MCP server that connects AI assistants to the Wonderkraftz Premium Gifting Studio, enabling product browsing, personalized gift recommendations, cart management, and checkout through natural language.

Beeswax Shares MCP Server

A standalone MCP server for Beeswax Shares, an SMSF portfolio app. It enables Claude to read portfolio data, recall transactions, upload statements, and propose ledger records for human review.

context-ops-mcp

Gives your AI coding agent a bounded map of an unfamiliar TypeScript SaaS repo: where the code lives, what's risky to touch, and where the money / auth / user flows are. Provides eight MCP tools for orientation, task focus, risk assessment, and SaaS-specific observations without AST or type checking.

Bible Korean MCP Server

Enables access to Korean Bible translations from bskorea.or.kr, allowing users to retrieve chapters, verses, search for keywords, and compare translations across different Korean Bible versions.

Feegow Clinic

Read-only MCP server for managing Feegow Clinic data, including patients, appointments, professionals, specialties, insurance, finances, and electronic medical records.

DuckDuckGo MCP Server

Enables web searches through DuckDuckGo with customizable parameters like region, safe search, and time limits. Provides structured search results, recent search resources, and research planning prompts for comprehensive information gathering.

mcpforge

A Python library to build MCP servers with decorators, auto-generating JSON Schema from type hints and including built-in filesystem and HTTP servers.

🤖 Data Agents Platform

数据代理是由数据工程师构建的智能助手，旨在帮助非数据专业人员浏览组织的数据基础设施。

remit.md MCP Server

Enables AI agents to perform financial transactions such as direct payments, escrows, and bounty management using natural language with zero code integration. It provides a comprehensive suite of tools for fund streaming, subscriptions, and reputation tracking to facilitate secure agent-to-agent commerce.

Context Graph MCP Server

Enables storing, querying, and managing decision traces with semantic search using Voyage AI embeddings and ChromaDB. Supports outcome tracking and category filtering for software development decisions.

gitlab-mcp

A production-ready MCP server for GitLab enabling AI assistants to read and manage GitLab projects, merge requests, issues, pipelines, wikis, releases, and more through a unified interface.

DaVinci Resolve MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 DaVinci Resolve Studio 交互，从而提供对编辑、调色、音频和其他视频制作任务的高级控制。

Backlink Outreach MCP Server

Automates backlink discovery and outreach for calcolatorigratis.com using Google CSE, Hunter.io, Open PageRank, and other APIs, enabling prospect search, email finding, and campaign management.

mock-llm-mcp

MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing AI integrations without real API keys or token spend.