Discover Awesome MCP Servers

Bilibili Mcp Server Unofficial(video Subtitles And Comments)

✨ 为你的 AI 助手装上 B 站的眼睛：一键提取视频字幕与热门评论，助力高效信息总结 🚀 ✨ Equip your AI assistant with "Bilibili Eyes": One-click extraction of video subtitles and popular comments for efficient information summarization 🚀

learners-mcp

Turns any source material into a guided learning experience with learning maps, notes, four-phase study loop, spaced repetition flashcards, and grounded Q\&A.

RogerRoger MCP Server

Enables AI assistants to manage RogerRoger CRM data including people, organizations, lists, tags, and tasks through standardized MCP tools.

opencode-jira-mcp

MCP server that connects opencode with Jira Cloud, exposing issue tracking, project management, and agile features as structured tools for AI agents.

MCP Database Server

Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, and MySQL databases through natural language. Supports executing queries, managing tables, exporting data, and storing business insights with authentication options including AWS IAM.

MCP Server Template (Python)

A minimal, well-structured starter template for building Model Context Protocol (MCP) servers using Python and the FastMCP framework. It includes boilerplate for tools, testing setup, and modern Python packaging to accelerate server development.

Video RAG MCP Server

Enables natural language search and interaction with video content through three tools: ingesting videos to a Ragie index, retrieving relevant video segments based on queries, and creating video chunks from specific timestamps.

SEC EDGAR MCP Server

Provides access to SEC filings and detailed XBRL financial data for all publicly traded U.S. companies. It enables users to search for company info, retrieve historical metrics like revenue and assets, and compare financial performance across different industries.

google-chat-mcp

MCP server for Google Chat that enables managing spaces, messages, members, reactions, attachments, and GIFs through the Model Context Protocol.

With-MCP

Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

office-document-mcp-server

Provides tools to extract, convert, and generate Microsoft Office documents (Word, Excel, PowerPoint) via the Model Context Protocol, with support for reading, editing, and auditing document content.

VMware MCP Server

Enables management of VMware Workstation virtual machines, including lifecycle and snapshot operations, through MCP tools accessible by AI assistants.

instagram

Enables fetching public Instagram profiles, posts, and images without an API key via Instagram's mobile API.

swipl-mcp-server

This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports loading Prolog files, adding/removing facts and rules, listing symbols, and running queries with two modes: deterministic pagination and true engine backtracking.

Discord MCP

Enables AI assistants to interact with Discord servers, including listing servers/channels, sending messages, and managing reaction-based opt-in campaigns.

Giphy MCP Server

This server implements the Multi-Agent Conversation Protocol for the Giphy API, allowing agents to interact with Giphy's services through natural language commands.

JIRA MCP Server

Enables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.

MCP Etherscan Server

An MCP server providing comprehensive access to Ethereum blockchain data across 72+ networks via Etherscan's V2 API. It enables users to check balances, track transactions, analyze smart contracts, and monitor gas prices through natural language.

Slack Search MCP Server

一个 MCP 服务器，使 LLM 能够访问 Slack 的搜索功能，从而从 Slack 工作区检索用户、频道、消息和线程回复。

Bankless Onchain MCP Server

实现模型上下文协议，使人工智能模型能够访问和交互区块链数据，包括读取合约状态、检索事件以及访问跨多个网络的交易信息。

JDTLS-MCP

Exposes Eclipse JDT Language Server to AI agents via MCP. Embedded OSGi architecture runs jdtls in the same JVM — no subprocess, no network hop. Tools: hover, definition, references, completion, diagnostics, document & workspace symbols.

PropertyScoop MCP Server

Property intelligence API for US real estate. Returns 16+ data points for any US address: noise levels, wetlands, slope, natural light, powerline proximity, crime rates, property facing direction, zoning, public record, radon risk, natural hazards (earthquake, flood, wildfire), neighborhood demographics, falling tree risk, RF/cell tower exposure, and nearby school.

Electron Native MCP Server

Enables debugging and automation of native Electron applications on macOS through DOM inspection, UI automation, global hotkeys, and Chrome DevTools Protocol integration.

Quickstart Guide to Building an MCP Server in Python

模型上下文协议快速入门指南 - 2025 (Móxíng shàngxiàwén xiéyì kuàisù rùmén zhǐnán - 2025)

PowerShell Empire MCP Server

Enables AI assistants to manage Empire listeners, stagers, agents, modules, and credentials via the Empire REST API.

Semrush MCP Server

一个模型上下文协议 (MCP) 服务器实现，它提供访问 Semrush API 数据的工具。

Spotify MCP Server

将 Claude 与 Spotify 连接，通过 Spotify 的 API 实现播放控制、搜索功能和队列管理。

CiviCRM MCP Server

Enables AI assistants to access and manage CiviCRM data, including contacts, activities, contributions, events, and memberships, with full custom field support.

Local Search MCP Server

Enables semantic search across indexed documents using vector embeddings. Index GitHub repositories and URLs to perform natural language queries with AI-enhanced contextual results.

ts-mcp-meta

Aggregates tools from multiple MCP servers, generates TypeScript definitions, and executes custom TypeScript scripts to orchestrate cross-server tool calls.