Discover Awesome MCP Servers

Outlook MCP

Enables AI agents to manage Microsoft Outlook emails through the Microsoft Graph API, supporting operations like listing, reading, sending, and moving emails.

MCP Tools

Provides context management and todo persistence with AI second opinions from ChatGPT and Claude. Enables saving code snippets, conversations, and todos across sessions with full-text search capabilities.

DataLakeHouseMCP

Enables AI-powered MCP clients to interact with data lakehouse components including Kafka, Flink, and Trino/Iceberg for managing topics, jobs, catalogs, and executing queries.

agent-safety-mcp

Unified MCP safety server that detects prompt injection (75 patterns), scans LLM outputs for leaked secrets/PII, enforces API cost budgets, and creates signed audit trails. Zero ML dependencies, pure Python.

flowindex

Enables AI coding agents to analyze codebase behavior through entrypoints, call paths, and tests, providing impact analysis and context packs for code changes.

Everything MCP Server

A test MCP server that exercises all MCP protocol features, including prompts, tools, resources, and sampling, for client builders.

NVIDIA NIM MCP Server

Enables local task execution using the user's NVIDIA NIM API quota, with tools to process file contents through LLMs, send chat prompts, and list available models.

Kahuna

A persistent memory MCP server for AI copilots that automatically surfaces relevant context across sessions, projects, and teams, eliminating the need to repeat information.

📚 PDF Reader MCP

一个使用 Node.js/TypeScript 构建的 MCP 服务器，允许 AI 代理安全地读取 PDF 文件（本地或 URL），并提取文本、元数据或页数。使用 pdf-parse 库。

Verge MCP Server

Enables AI assistants to manage VergeCMS blogs through natural language, providing complete CRUD operations for blogs and articles with secure browser-based authentication and automatic token persistence.

deribit-mcp

Connects to Deribit for real-time market data, portfolio management, trade execution, and risk analysis through natural language.

MCP Template

A boilerplate for building FastMCP servers, providing a basic setup for testing, linting, formatting, and publishing to NPM.

codex-async-mcp

Local MCP server that wraps the codex CLI asynchronously, returning a job_id immediately to avoid MCP protocol timeouts, and providing tools to start, poll, list, and cancel codex jobs.

claude-mac-bridge

MCP server that lets an AI agent delegate tasks to Claude Code on a remote Mac via SSH over Tailscale. Persistent sessions, 200k context, full Mac filesystem access.

SecondBrain MCP Server

Enables external AI clients to query and interact with a personal knowledge assistant using retrieval-augmented generation and long-term memory.

svc-mcp-server

Enables AI assistants to interact with IBM SVC storage systems, checking system status and executing arbitrary SVC CLI commands via SSH.

mcp-golang-wasm-example

An MCP server running in the browser via WebAssembly, providing tools like getCurrentTime and add for streamable HTTP communication.

Task Researcher

好的，这是对您描述的翻译： **中文翻译：** 人工智能编码研究员，负责分析任务复杂度，并运行深度研究（STORM），将复杂任务分解为子任务，作为 MCP 服务器或命令行界面 (CLI)。 **一些补充说明，以确保翻译的准确性：** * **人工智能编码研究员 (Rén gōng zhì néng biān mǎ yán jiū yuán):** This is a direct translation of "AI Coding Researcher." * **分析任务复杂度 (Fēn xī rèn wù fù zá dù):** This translates to "analyzes task complexity." * **运行深度研究 (Yùn xíng shēn dù yán jiū):** This translates to "runs deep research." * **STORM:** Since "STORM" is an acronym, you might consider keeping it in English, or providing a Chinese translation of what it stands for if it's relevant to your audience. For example, if STORM stands for "Systematic Task Organization and Refinement Method," you could add "(系统化任务组织与精炼方法)" after it. However, if it's just a project name, keeping it as "STORM" is fine. * **将复杂任务分解为子任务 (Jiāng fù zá rèn wù fēn jiě wéi zǐ rèn wù):** This translates to "decompose complex tasks into subtasks." * **MCP 服务器 (MCP fú wù qì):** This translates to "MCP Server." * **命令行界面 (Mìng lìng háng jiè miàn):** This translates to "Command Line Interface (CLI)." You can also use the abbreviation "CLI" directly in Chinese, as it's becoming increasingly common in technical contexts. Therefore, a slightly more nuanced translation could be: **人工智能编码研究员，负责分析任务复杂度，并运行深度研究 (STORM)，将复杂任务分解为子任务，并将其实现为 MCP 服务器或命令行界面 (CLI)。** This adds the phrase "并将其实现为" (bìng jiāng qí shí xiàn wéi), which means "and implement it as," making the sentence flow a bit better.

estat-mcp

MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.

Jira-GitLab MCP Server

Integrates Jira and GitLab to enable AI agents to seamlessly manage issues, create branches, and automate SRE workflows from issue detection to fix deployment. Features AI-powered analysis for intelligent code generation and comprehensive automation across both platforms.

Md2svg-mcp

Converts Markdown text into customizable SVG images, supporting elements like headings, lists, and tables. It enables MCP clients to visualize Markdown content in a scalable vector graphic format with custom dimensions and padding.

tlon-mcp-server

Enables interaction with Urbit ships via Tlon agents, supporting direct messaging, group management, channel operations, reactions, and profile management through natural language commands.

airis-mcp-supabase-selfhost

MCP server for self-hosted Supabase with RLS-aware PostgreSQL and PostgREST layers, enabling safe database introspection, SQL queries, and PostgREST access via natural language.

PyWA MCP Server

Provides comprehensive WhatsApp Business API functionality with 18 tools for sending messages, media, interactive buttons/lists, templates, reactions, and managing message status through the PyWA library.

Gavelin

Search bills and speaker-attributed hearing transcripts across all 50 US state legislatures.

MC Figma Bridge

Enables Cursor (MCP client) to interact with an active Figma document through a local WebSocket bridge and Figma plugin, providing tools to read and modify canvas elements like text and frames.

intacct-docs

Enables AI assistants to search, browse, and generate example payloads from Sage Intacct REST API documentation using OpenAPI specs.

bazi

Bazi MCP is an AI based Bazi calculator that provides accurate Bazi chart data for personality analysis and destiny prediction.

Mail MCP Server

Enables AI assistants to send, read, and manage emails via SMTP and IMAP, with support for attachments, threads, and mailbox organization.

Lark Base MCP Server

A Model Context Protocol server that provides LLMs with read and write access to Feishu Base (飞书多维表格) databases, enabling them to inspect schemas and manipulate records through natural language.