Monitor and track Model Context Protocol servers across the network. Stay vigilant against unaligned AI systems.
MCP server implementation that provides 1Panel interaction.
MCP of MCPs. Automatically discover, configure, and add MCP servers on your local machine.
Create crafted UI components inspired by the best 21st.dev design engineers.
An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.
AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development projects.
MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents.
Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.
APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API.
An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude.
MCP server which runs debian package manager (apt) commands for you using ai agents.
Specialized MCP servers that bring AWS best practices directly to your development workflow.
Perform operations on your AWS resources using an LLM.
An MCP server for AWS Athena to run SQL queries on Glue Catalog.
An MCP server that connects to AWS Cognito for authentication and user management.
Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/watch?v=WuVOmYLRFmI&feature=youtu.be)).
Run generated python code to securely query or modify any AWS resources supported by boto3.
A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.
and-targeting/use-ai-agents-and-the-model-context-protocol-with-amazon-ses/) for more details.
an MCP server to control Ableton Live.
Ableton integration allowing prompt enabled music creation.
Connect to 130+ SaaS integrations (e.g. Slack, Salesforce, Gmail) with Paragon’s [ActionKit](https://www.useparagon.com/actionkit) API.
Actor-critic thinking for performance evaluation
The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/).
— MCP to interact with Adobe Commerce GraphQL API, including orders, products, customers, etc.
An MCP server for providing serverless cloud infrastructure for AI agents.
Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise.
Provide observability and tracing for debugging AI agents with [AgentOps](https://www.agentops.ai/) API.
Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/).
Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/).
RAG for your knowledge base connected to [Agentset](https://agentset.ai).
Provides tools to search Airbnb and get listing details.
An MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client.
Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection.
Airtable Model Context Protocol Server.
Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
Unlock the power of the enterprise Data Catalog by harnessing tools provided by the Alation MCP server.
Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally with your agent.
Use AI agents to provision, configure, and query your [Algolia](https://algolia.com) search indices.
A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain.
Connect to an [AnalyticDB for MySQL](https://www.alibabacloud.com/en/product/analyticdb-for-mysql) cluster for getting database or table metadata, querying and analyzing data. It will be supported to add the OpenAPI for cluster operation in the future.
An MCP server to connect to [AnalyticDB for PostgreSQL](https://github.com/aliyun/alibabacloud-adbpg-mcp-server) instances, query and analyze data.
A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly.
Manage the lifecycle of your Alibaba Cloud resources with [CloudOps Orchestration Service](https://www.alibabacloud.com/en/product/oos) and Alibaba Cloud OpenAPI.
This MCP server equips AI Agents with tools to interact with [OpenSearch](https://help.aliyun.com/zh/open-search/?spm=5176.7946605.J_5253785160.6.28098651AaYZXC) through a standardized and extensible interface.
An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM.
Connect your AI Agents to AlipayPlus Checkout Payment.
An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration.
– Alpaca's MCP server lets you trade stocks and options, analyze market data, and build strategies through [Alpaca's Trading API](https://alpaca.markets/)