Discover Awesome MCP Servers

Google Workspace MCP Server

Exposes a curated set of Google Workspace CLI operations as tools for managing Drive, Sheets, Calendar, Docs, and Gmail. It provides a focused set of high-value operations to avoid context window bloat while enabling file management, spreadsheet updates, and email interactions.

par5-mcp

Enables parallel execution of shell commands and AI coding agents (Claude, Gemini, Codex) across lists of items like files or URLs, with batched processing and real-time streaming output for batch operations.

Git Auto Commit MCP Server

Analyzes git changes in repositories and generates conventional commit messages using OpenAI's GPT models, supporting both staged and unstaged changes with detailed summaries.

MCP Datastore Server

An MCP server that enables interaction with Google Firestore in Datastore mode for entity management and querying. It provides tools for CRUD operations, aggregation queries, and transaction execution within Google Cloud projects.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

Outline MCP Server

An MCP server that enables reading, writing, and searching documents in Outline via its API. It supports document management, full-text search, and collection organization using Markdown formatting.

AI Use Cases MCP Server

A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.

Paper Search MCP Server

Enables searching, downloading, and reading academic papers from multiple platforms including arXiv, Semantic Scholar, PubMed, bioRxiv, medRxiv, IACR, Google Scholar, RePEc/IDEAS, and Sci-Hub with PDF to Markdown conversion.

Twilio SMS MCP Server

Enables AI agents to send, receive, schedule, and manage SMS and MMS messages using the Twilio Programmable Messaging API. It provides comprehensive tools for handling bulk messaging, conversation threads, and real-time inbox monitoring through a secure, production-grade architecture.

DadMCP

Server MCP jarak jauh untuk menyediakan pendidikan yang lebih baik di rumah.

Open Data MCP

Enables exploration and interaction with South Korea's Public Data Portal (OpenAPI) through keyword search, standard documentation retrieval, and direct API endpoint calls with automatic service key injection.

Screenshot Server

Memungkinkan pengambilan tangkapan layar halaman web dan berkas HTML lokal melalui antarmuka alat MCP sederhana menggunakan Puppeteer dengan opsi yang dapat dikonfigurasi untuk dimensi dan jalur keluaran.

Prometheus MCP Server

Enables AI assistants to execute PromQL queries and discover metrics within AWS Managed Prometheus (AMP) using SigV4 authentication. It provides tools for instant and range queries, label management, and metric discovery in secure, VPC-isolated environments.

Semantic Search MCP

Enables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.

Yelp Fusion AI MCP Server

Enables conversational interactions with Yelp's business data through an MCP server, allowing natural language queries about local businesses, multi-turn conversations, and direct business inquiries powered by Yelp Fusion AI.

opensrc-mcp

A codemode MCP server for fetching and querying dependency source code from npm, PyPI, crates.io, and GitHub. It allows agents to execute server-side JavaScript for context-efficient searching and browsing of large codebases without overwhelming the LLM's context window.

Splunk MCP Server

Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud instances through standardized MCP interface. Supports executing SPL queries, managing indexes and saved searches, listing applications, and retrieving server information with flexible authentication options.

MCP Registry

A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.

MCP Python SDK Documentation

Dokumentasi Read the Docs untuk hackathon AI terdesentralisasi MIT, MCP.

MongoDB MCP Server for LLMs

Server Protokol Konteks Model (MCP) yang memungkinkan LLM untuk berinteraksi langsung dengan database MongoDB, memungkinkan mereka untuk menanyakan koleksi, memeriksa skema, dan mengelola data dengan lancar melalui bahasa alami.

Douyin Video Analysis MCP

An MCP server that parses Douyin share links and performs intelligent content analysis using the Doubao video understanding model. It provides structured outputs including video summaries, categorized outlines, and step-by-step tutorial information.

MCP Interface for Teenage Engineering EP-133 K.O. II

Here are a few ways to translate "MCP Server for Teenage Engineering EP-133 KO-II" into Indonesian, depending on the context and desired nuance: **Option 1 (Most Literal and Common):** * **Server MCP untuk Teenage Engineering EP-133 KO-II** * This is the most direct translation and likely the best choice if you're talking about a specific server application or software. **Option 2 (Slightly More Descriptive):** * **Server MCP untuk Perangkat Teenage Engineering EP-133 KO-II** * This uses "Perangkat" (device) which can be helpful if the audience isn't familiar with the EP-133 KO-II being a piece of hardware. **Option 3 (If "MCP" needs further explanation):** * **Server MCP (Kontrol Pusat Musik) untuk Teenage Engineering EP-133 KO-II** * This adds "(Kontrol Pusat Musik)" which translates to "(Central Music Control)" to give a brief explanation of what MCP might stand for. Use this only if you think your audience won't know what MCP means. **Which one to choose?** * If your audience is familiar with the term "MCP" in the context of music production or Teenage Engineering products, **Option 1** is the best. * If you want to be slightly more explicit about the EP-133 KO-II being a device, use **Option 2**. * If you need to explain what "MCP" is, use **Option 3**. Therefore, the best and most common translation is likely: **Server MCP untuk Teenage Engineering EP-133 KO-II**

Guardrail MCP Server

A minimal Model Context Protocol server that provides a safety guardrail tool to check if provided context is free from code injection or harmful content.

iconfont-mcp

Enables searching, downloading, and managing SVG icons from iconfont.cn, China's largest icon library. It supports filtering by style, downloading assets to local files, and listing user projects with authentication.

Swagger MCP (Multi-API Edition)

Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.

HubSpot MCP Server

Sebuah server yang memungkinkan model AI untuk berinteraksi dengan data dan operasi HubSpot CRM melalui antarmuka terstandarisasi, mendukung manajemen kontak dan perusahaan dengan autentikasi berbasis token multi-pengguna.

FHIR MCP Server

Provides seamless integration with FHIR APIs, enabling AI/LLM tools to search, retrieve, and analyze clinical healthcare data with support for SMART-on-FHIR authentication and multiple transport protocols.

MCP ts-morph Refactoring Tools

Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.

Local Explorer MCP

Enables AI assistants to intelligently search and explore local file systems using native Unix commands (ripgrep, find, ls) with token-optimized output, automatic pagination, and multi-layer security validation.