发现优秀的 MCP 服务器

gigaxity-deep-research

An open-source deep research MCP server that provides multi-source web search and synthesis with citations, enabling agents to perform citation-backed research using Qwen3-30B-A3B-Thinking and other models.

RAG MCP Server

Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabilities for semantic code indexing and search. Enables creating entity relationships, managing observations, and performing semantic searches across indexed codebases.

Google Stitch MCP Proxy

Proxies Google Stitch MCP endpoint, injecting the API key from environment variable for secure access.

MCP Adobe Experience Platform Server

A Node.js server that provides a comprehensive API interface for Adobe Experience Platform (AEP) integration. It enables users to manage schemas, datasets, segments, and profiles while supporting data ingestion and query services.

Oracle Sales MCP Server by CData

This read-only MCP Server allows you to connect to Oracle Sales data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

aemet-mcp

Model Context Protocol server: plug AEMET into Claude Desktop, Cursor, Windsurf or any MCP client. Runs locally over stdio.

TMDB MCP Server

A robust MCP server that wraps The Movie Database API, enabling LLMs to search movies, get details, popular movies, and recommendations.

TouchDesigner AI Companion

Enables users to capture TouchDesigner node network screenshots and ask Claude for context-aware analysis, diagnosis, and suggestions via MCP tools.

Company Skills Gateway

This MCP server reads team SKILL.md files from a local folder and returns relevant ones to Cursor, while recording usage in a local SQLite database.

JakartaMigration

A Model Context Protocol (MCP) server that provides AI coding assistants with specialized tools for analyzing and migrating Java applications from Java EE 8 (javax.) to Jakarta EE 9+ (jakarta.).

Obsidian Translation MCP Server

Enables Claude to translate, search, and manage Obsidian notes directly through the Model Context Protocol. It features automatic backups, CRUD operations, and protects metadata and code blocks during the translation process.

DigiKey MCP Server

Enables searching and retrieving product information from DigiKey's API, including part lookup, keyword search, product details, and pricing.

jitbit-helpdesk-mcp

An MCP server that lets AI assistants search and read support tickets from Jitbit Helpdesk. Works with both SaaS and on-premise installations.

lambdamoo-mcp

MCP server for LambdaMOO programming assistance. Provides semantic search over verbs and help topics, canonical symbol lookup, and a syntax primer to coding agents.

approval-guardian

Analyzes a wallet's active ERC-20 token approvals and provides prioritized risk assessment along with revoke calldata.

Simple MCP Server

A calculator MCP server providing add and subtract tools, along with file resources and a code review prompt, supporting in-memory, HTTP, and STDIO transports. It also includes a LangGraph ReAct agent example that uses the tools.

pxweb-mcp

MCP server for accessing statistical data via the PxWeb API v2.

mcp-highcharts

Enables AI agents to render interactive Highcharts visualizations directly within VS Code chat conversations. It supports over 17 chart types with GitHub Primer styling and advanced features like drilldown and WebGL rendering.

Prometheus Alertmanager MCP Server

一个与 Prometheus Alertmanager 集成的模型上下文协议 (MCP) 服务器 (Yī gè yǔ Prometheus Alertmanager jíchéng de móxíng shàngxiàwén xiéyì (MCP) fúwùqì)

FreshRSS MCP Server

Enables interaction with FreshRSS RSS feed readers through the Google Reader compatible API. Supports feed management, article reading/searching, and marking articles as read or starred.

postgres-mcp-server

A read-only MCP server for querying PostgreSQL databases. It exposes a tool that runs SELECT queries and returns results to the agent.

infomaniak-mcp-agent

infomaniak-mcp-agent lets Claude (or any MCP client) drive a real Infomaniak account end-to-end through 54 tools — web hosting, mail, kDrive, domains, DNS, DNSSEC, FTP/SSH users, AI catalogue and more. Every destructive operation goes through a strict two-phase commit (plan + single-use confirmation token) so the agent can never silently mutate your account. Open Source

Rippling MCP Server

Provides 50+ tools for interacting with Rippling's HR platform, including employee management, payroll, time tracking, benefits, recruiting, learning, devices, groups, and custom objects, all through natural language.

Mail Notification MCP

Sends engineering progress and human approval emails via SMTP, reads replies over IMAP, and tracks approval decisions through MCP tools.

Cold Email Assistant

Automates cold email outreach for job applications by parsing job postings, generating personalized emails using AI, and sending them or saving as drafts in Gmail with resume attachments.

ultraextramoregeniusthinking

Enables users to select thinking depth (easy, medium, more, max) for AI responses through natural language, with iterative agent passes for improved quality.

Bilibili MCP Server

Enables interaction with Bilibili (B站) platform through API and web scraping. Supports video search, article search, video info retrieval, comment fetching, danmaku extraction, and article content access.

OceanBase MCP

Read-only MCP gateway for OceanBase that enables secure inspection of OceanBase databases via MCP clients like OpenCode.

github-pr-reviewer

Enables Codex to fetch GitHub pull request changes, review code for bugs and security issues, and save approved reviews to Notion.