Curated Mcp Servers

Curated MCP Servers

[](https://github.com/awesome-ai-tools/curated-mcp-servers/pulls) [](https://github.com/awesome-ai-tools/curated-mcp-servers/stargazers) [](https://github.com/awesome-ai-tools/curated-mcp-servers/commits/main) [](https://opensource.org/licenses/MIT)

A community-curated list of Model Context Protocol (MCP) servers — the open standard for connecting AI assistants to external tools, data sources, and APIs. Unlike other lists, we welcome community contributions via pull requests.

> [!TIP] > PRs are welcome! If you'd like to add an MCP server, please read our [Contributing Guide](CONTRIBUTING.md) and open a pull request.

> [!NOTE] > Originally based on awesome-mcp-servers by wong2 (MIT License).

Contents

• [Featured](#featured)
• [Recently Added](#recently-added)
• [Reference Servers](#reference-servers)
• [Official Servers](#official-servers)
• [Database & Data](#database--data)
• [AI & Machine Learning](#ai--machine-learning)
• [Developer Tools & DevOps](#developer-tools--devops)
• [Cloud & Infrastructure](#cloud--infrastructure)
• [Content & Media](#content--media)
• [Finance & Payments](#finance--payments)
• [Social Media & Communication](#social-media--communication)
• [Search & Web](#search--web)
• [Productivity & Business](#productivity--business)
• [Security & Compliance](#security--compliance)
• [Analytics & Monitoring](#analytics--monitoring)
• [Other](#other)
• [Community Servers](#community-servers)
• [Database & Data](#database--data-1)
• [AI & Machine Learning](#ai--machine-learning-1)
• [Developer Tools & DevOps](#developer-tools--devops-1)
• [Cloud & Infrastructure](#cloud--infrastructure-1)
• [Content & Media](#content--media-1)
• [Finance & Payments](#finance--payments-1)
• [Social Media & Communication](#social-media--communication-1)
• [Search & Web](#search--web-1)
• [Productivity & Business](#productivity--business-1)
• [Security & Compliance](#security--compliance-1)
• [Analytics & Monitoring](#analytics--monitoring-1)
• [Other](#other-1)
• [Clients](#clients)
• [Frameworks](#frameworks)
• [Related Lists](#related-lists)

Featured

Ssemble AI Clipping Create AI-powered short-form video clips from YouTube videos. 9 tools for creating shorts, browsing caption templates, background music, gameplay overlays, and meme hooks. Supports both local (npx) and hosted endpoint (mcp.ssemble.com). Website · GitHub

Recently Added

> Last updated: March 2026

• Ssemble AI Clipping - Create AI-powered short-form video clips from YouTube videos
• GitHub - GitHub's official MCP Server
• Playwright - Playwright MCP server
• Google Cloud Run - Official MCP Server to deploy to Google Cloud Run
• Zapier - Connect your AI Agents to 8,000 apps instantly

Reference Servers

These servers aim to demonstrate MCP features and the TypeScript and Python SDKs.

• Everything - Reference / test server with prompts, resources, and tools
• Fetch - Web content fetching and conversion for efficient LLM usage
• Filesystem - Secure file operations with configurable access controls
• Git - Tools to read, search, and manipulate Git repositories
• Memory - Knowledge graph-based persistent memory system
• Sequential Thinking - Dynamic and reflective problem-solving through thought sequences
• Time - Time and timezone conversion capabilities

Official Servers

Official integrations are maintained by companies building production ready MCP servers for their platforms.

Database & Data

• Aiven - Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
• Apache Doris - MCP Server For Apache Doris, an MPP-based real-time data warehouse.
• Atlan - Official MCP Server from Atlan which enables you to bring the power of metadata to your AI tools
• Baserow - Read and write access to your Baserow tables.
• Chroma - Embeddings, vector search, document storage, and full-text search with the open-source AI application database
• ClickHouse - Query your ClickHouse database server.
• Convex - Introspect and query your apps deployed to Convex.
• Coresignal - Access comprehensive B2B data on companies, employees, and job postings for your LLMs and AI workflows.
• Couchbase - Interact with the data stored in Couchbase clusters using natural language.
• DataWorks - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.
• dbt - Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
• DreamFactory - An MCP server for securely (via RBAC) talking to on-premise and cloud MS SQL Server, MySQL, PostgreSQL databases and other data sources.
• Fireproof - Immutable ledger database with live synchronization
• GreptimeDB - Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
• Hologres - Connect to a Hologres instance, get table metadata, query and analyze data.
• Hydrolix - Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
• InstantDB - Create, manage, and update applications on InstantDB, the modern Firebase.
• Jetty.io — Work on dataset metadata with MLCommons Croissant validation and creation.
• Keboola - Build robust data workflows, integrations, and analytics on a single intuitive platform.
• MCP Toolbox for Databases - Open source MCP server specializing in easy, fast, and secure tools for Databases.
• Meilisearch - Interact & query with Meilisearch (Full-text & semantic search API)
• Milvus - Search, Query and interact with data in your Milvus Vector Database.
• MotherDuck - Query and analyze data with MotherDuck and local DuckDB
• Neo4j - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory
• Neon - Interact with the Neon serverless Postgres platform
• OceanBase - MCP Server for OceanBase database and its tools
• Powerdrill - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.
• Prisma Postgres - Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new databases and run migrations or queries)
• Qdrant - Implement semantic memory layer on top of the Qdrant vector search engine
• SingleStore - Interact with the SingleStore database platform
• StarRocks - Interact with StarRocks
• Supabase - Connects to Supabase platform for database, auth, edge functions and more.
• Teradata - A collection of tools for managing the platform, addressing data quality and reading and writing to Teradata Database.
• Tinybird - Interact with Tinybird serverless ClickHouse platform
• Unstructured - Set up and interact with your unstructured data processing workflows in Unstructured Platform
• Verodat - Interact with Verodat AI Ready Data platform

AI & Machine Learning

• AllVoiceLab - An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration.
• Atla - Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.
• AWS Bedrock KB Retrieval - Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.
• AWS Nova Canvas - Generate images using Amazon Nova Canvas with text prompts and color guidance.
• Chronulus AI - Predict anything with Chronulus AI forecasting and prediction agents.
• Cua - MCP server for the Computer-Use Agent (CUA), allowing you to run CUA through Claude Desktop or other MCP clients.
• DAISYS - Generate high-quality text-to-speech and text-to-voice outputs using the DAISYS platform.
• DeepResearch - Lightning-Fast, High-Accuracy Deep Research Agent 👉 8–10x faster 👉 Greater depth & accuracy 👉 Unlimited parallel runs
• DeepWiki by Devin - Remote, no-auth MCP server providing AI-powered codebase context and answers
• DINO-X - Advanced computer vision and object detection MCP server powered by Dino-X, enabling AI agents to analyze images, detect objects, identify keypoints, and perform visual understanding tasks.
• ElevenLabs - The official ElevenLabs MCP server
• Graphlit - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.
• IBM wxflows - Tool platform by IBM to build, test and deploy tools for any data source
• Inkeep - RAG Search over your content powered by Inkeep
• Langfuse Prompt Management - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
• Lingo.dev - Make your AI agent speak every language on the planet, using Lingo.dev Localization Engine.
• Needle - Production-ready RAG out of the box to search and retrieve data from your own documents.
• Nebula-Block-Data/nebulablock-mcp-server integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools
• PaddleOCR - An MCP server that brings enterprise-grade OCR and document parsing capabilities to AI applications.
• Reexpress - Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows
• Root Signals - Equip AI agents with evaluation and self-improvement capabilities with Root Signals
• UnifAI - Dynamically search and call tools using UnifAI Network
• Vectorize - Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
• Winston AI - AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The Winston AI MCP server also offers a robust plagiarism checker to help maintain integrity.
• ZenML - Interact with your MLOps and LLMOps pipelines through your ZenML MCP server

Developer Tools & DevOps

• AgentRPC - Connect to any function, any language, across network boundaries using AgentRPC.
• AlibabaCloud DevOps MCP - Yunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform.
• APIMatic MCP - APIMatic MCP Server is used to validate OpenAPI specifications using APIMatic. The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API.
• Augments - Comprehensive framework documentation and code examples for popular development tools and libraries.
• AWS CDK - Get presc

…

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: awesome-ai-tools
• Source: awesome-ai-tools/curated-mcp-servers
• License: MIT
• Homepage: https://github.com/awesome-ai-tools/curated-mcp-servers

Install and usage instructions live in the source repository linked above.