Elasticsearch 7.x MCP Server
Provides an MCP protocol interface for interacting with Elasticsearch 7.x databases, supporting comprehensive search functionality including aggregations, highlighting, and sorting
Apache 2.0
Paddle MCP Server
A Model Context Protocol server that provides tools for interacting with the Paddle Billing API, enabling users to manage products, prices, customers, transactions, subscriptions, and create custom
TweetBinder by Audiense MCP Server
Allows Claude and other MCP-compatible AI models to access TweetBinder by Audiense analytics data, enabling analysis of hashtags, users, and conversations on Twitter/X with engagement metrics,
Python Docs Server
An MCP server that enables users to fetch Python documentation using the Brave Search API through natural language queries.
MetaMCP MCP Server
A proxy server that unifies multiple MCP servers, enabling seamless tool, prompt, and resource management via the MetaMCP App.
MCP-Delete
A Model Context Protocol (MCP) server that provides file deletion capabilities. This server allows AI assistants to safely delete files when needed, with support for both relative and absolute paths
Opik MCP Server
An implementation of the Model Context Protocol for the Opik platform that provides a unified interface for accessing Opik's capabilities, supporting multiple transport mechanisms for flexible
Composio MCP Server
A server implementation that provides MCP-compatible access to Composio applications like Gmail and Linear, allowing interaction through a structured interface for language models
mcp-timeplus
Integration with Timeplus, a database for streaming data, such as Apache Kafka/Pulsar
URL Shortener MCP
Provides a simple tool to shorten URLs using the CleanURI API, designed to run as a FastMCP server that can be integrated with agent or tool-based systems
AWS Nova Canvas
Provides image generation capabilities using Amazon Nova Canvas through Amazon Bedrock, enabling the creation of visuals from text prompts and color palettes—perfect for mockups, diagrams, and UI
Aiven MCP Server
A Model Context Protocol server that provides access to Aiven services (PostgreSQL, Kafka, ClickHouse, Valkey, OpenSearch), enabling LLMs to build full stack solutions by interacting with these
emqx-mcp-server
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT broker interaction.
Toolkit MCP Server
A Model Context Protocol server that provides LLM Agents with a comprehensive toolset for IP geolocation, network diagnostics, system monitoring, cryptographic operations, and QR code generation
Git MCP Server
A Model Context Protocol server that enables Large Language Models to interact with Git repositories through a robust API, supporting operations like repository initialization, cloning, file staging,
ClickHouse MCP Server
An MCP server for ClickHouse.
atlas-mcp-server
ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the
Room MCP
A command-line tool that enables the use of MCP with the Room protocol, allowing agents to create and interact in peer-to-peer virtual rooms for goal-oriented collaboration
mcp-server-datadog
The MCP server provides an interface to the Datadog API, enabling seamless management of incidents, monitoring, logs, dashboards, metrics, traces, and hosts. Its extensible design allows easy
AWS Nova Canvas MCP Server
An MCP server that allows you to generate and edit images using Amazon Bedrock's Nova Canvas model, supporting features like text-to-image generation, inpainting, outpainting, image variation, and
PostgREST
This is an MCP server for PostgREST. It allows LLMs perform database queries and operations on Postgres databases via PostgREST. This server works with both Supabase projects (which use PostgREST)
Jenkins MCP
Enables managing Jenkins operations like listing jobs, triggering builds, and checking build statuses through a configurable MCP server.
APISIX-MCP
The APISIX Model Context Protocol (MCP) server bridges large language models (LLMs) with the APISIX Admin API.
Nefino MCP Server
Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range
Runbook
Run your own runbooks from Claude Desktop. You can create your runbooks and execute them with other MCP servers.
StarRocks MCP Server
Acts as a bridge between AI assistants and StarRocks databases, allowing for direct SQL execution and database exploration without requiring complex setup or configuration
mcp-server-qdrant
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
TeamRetro MCP Server
An unofficial MCP server that enables Claude to interact with TeamRetro.com's API for team retrospective management, providing direct pass-through to TeamRetro's public API endpoints with multiple
mcp-clickhouse
ClickHouse database integration with schema inspection and query capabilities
Dodo Payments
The Dodo Payments MCP Server integrates with agentic frameworks to provide a lightweight, serverless-compatible interface for AI-driven payment operations like billing, subscriptions, and customer
Hologres MCP Server
A universal interface that enables AI Agents to communicate with Hologres databases, allowing them to retrieve database metadata and execute SQL operations
Higress AI-Search MCP Server
A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing,
supOS MCP Server
An MCP protocol server that provides access to supOS open APIs, allowing MCP-compatible clients to query topic tree structures and details.
Database Updater MCP Server
A Claude integration that enables updating various database types (PostgreSQL, MySQL, MongoDB, SQLite) from CSV and Excel files through natural language commands
Playwright Server MCP
The server provides tools for web automation using Playwright, allowing navigation, interaction, and JavaScript execution on web pages, and supports note storage with summarization capabilities
mcp-server-rag-web-browser
Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT
Deskaid
An MCP server that provides tools for reading, writing, and editing files on the local filesystem.
Inkdrop MCP Server
Integrates Inkdrop note-taking app with Claude AI through Model Context Protocol, allowing Claude to search, read, create, and update notes in your Inkdrop database
Kong Konnect MCP Server
A Model Context Protocol server enabling AI assistants to interact with Kong Konnect's API Gateway, providing tools to query analytics data, inspect configurations, and manage control planes through
DataWorks MCP Server
A Model Context Protocol server that enables AI agents to interact with Alibaba Cloud DataWorks through standardized interfaces, allowing seamless management of DataWorks resources and operations via
Chroma MCP Server
A server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using
Notion MCP Server
A Model Context Protocol (MCP) server that exposes the official Notion SDK, allowing AI models to interact with Notion workspaces.
OpenRouter MCP Server
Provides integration with OpenRouter.ai, allowing access to various AI models through a unified interface.
cognee-mcp
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
mcp-server-cloudflare
Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things on your Cloudflare account.
MCP Microsoft Teams Server
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
Tinybird MCP server
An MCP server to interact with a Tinybird Workspace from any MCP client.
Terrakube MCP Server
A Model Context Protocol server that enables managing Terrakube infrastructure through natural language, handling workspace management, variables, modules, and organization operations
mcp-server-circleci
This MCP server lets you use Cursor IDE, or any MCP Client enabled agent, to use natural language to accomplish things with CircleCI, e.g: Find the latest failed pipeline on my branch and get
Mentor MCP Server
Provides LLM Agents with AI-powered mentorship for code review, design critique, writing feedback, and brainstorming using the Deepseek API, enabling enhanced output in various development and
Elasticsearch MCP Server
Facilitates interaction with Elasticsearch clusters by allowing users to perform index operations, document searches, and cluster management via a Model Context Protocol server and natural language
MCP Server for Apache OpenDAL™
A Model Context Protocol server that provides seamless access to multiple storage services including S3, Azure Blob Storage, and Google Cloud Storage through Apache OpenDAL™
Excel Reader Server
A Model Context Protocol (MCP) server that provides tools for reading Excel (xlsx) files, enabling extraction of data from entire workbooks or specific sheets with results returned in structured JSON
Genkit MCP
Provides integration between Genkit and the Model Context Protocol (MCP).
e2b-mcp-server
Using MCP to run code via e2b.
pluggedin-mcp-proxy
Plugged.in MCP Server acts as a proxy server that combines multiple MCP servers into a single interface. It retrieves tool, prompt, and resource configurations from Plugged.in and directs requests
Astra DB MCP Server
A Model Context Protocol server that allows Large Language Models to interact with Astra DB databases, providing tools for managing collections and records through natural language commands
mcp-sqlalchemy
Provides SQLAlchemy (via pyodbc) connectivity to any Database Management System (DBMS) that's accessible via SQLAlchemy.
OceanBase MCP Server
A Model Context Protocol server that enables AI assistants to securely interact with OceanBase databases by listing tables, reading data, and executing SQL queries through a controlled interface
OpenSearch MCP Server
A Model Context Protocol server implementation that enables natural language interactions with OpenSearch clusters, allowing users to search documents, analyze indices, and manage clusters through
mcp-sleep
Tool that allows you to wait a certain time to continue the execution of an agent.
Heroku MCP server
Let's your agent access the heroku platform
AiDD MCP Server
AiDD MCP Server provides a secure interface for AI agents to perform file system operations and code analysis, enhancing AI-assisted development workflows across multiple programming languages
ArXiv MCP Server
The ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior,
Supabase MCP Server
This server enables interaction with Supabase PostgreSQL databases through the MCP protocol, allowing seamless integration with Cursor and Windsurf IDEs for secure and validated database management