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Vetted Servers(9120)
mcp-trino-python
by alaturqua
The MCP Trino Server provides seamless integration with Trino and Iceberg for advanced data exploration, querying, and table maintenance capabilities through a standard interface.
The MCP Trino Server provides seamless integration with Trino and Iceberg for advanced data exploration, querying, and table maintenance capabilities through a standard interface.
Setup Requirements
- ⚠️Requires a running Trino server, either locally (e.g., via Docker Compose) or remotely.
- ⚠️Python 3.12 or higher is required for local execution.
- ⚠️Essential Trino connection details (TRINO_HOST, TRINO_PORT, TRINO_USER) must be configured via environment variables (e.g., in a .env file).
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it-tools-mcp
by wrenchpilot
Provides a comprehensive Model Context Protocol (MCP) server offering over 100 IT tools and utilities for developers, system administrators, and IT professionals.
Provides a comprehensive Model Context Protocol (MCP) server offering over 100 IT tools and utilities for developers, system administrators, and IT professionals.
Setup Requirements
- ⚠️Requires Node.js (via npx) or Docker to run.
- ⚠️Network access from the server is required for network-related tools (ping, curl, ssh, etc.).
- ⚠️File system permissions on the host must be managed carefully, especially given the arbitrary file reading capabilities of certain tools.
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context7-http
by lrstanley
An MCP server that supports HTTP streaming for the Context7 project, enabling remote utilization without local installation.
An MCP server that supports HTTP streaming for the Context7 project, enabling remote utilization without local installation.
Setup Requirements
- ⚠️Requires careful configuration of `TRUSTED_PROXIES` if deployed behind a reverse proxy to ensure correct client IP handling and prevent spoofing.
- ⚠️Relies on external `context7.com/api` for its data sources, necessitating internet connectivity and the upstream API's availability.
- ⚠️The `BASE_URL` flag should be configured if using SSE endpoints for correct client communication.
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agentxsuite
by alparn
A unified open-source platform for connecting, managing, and monitoring AI agents and tools across various Model Context Protocol (MCP) servers.
A unified open-source platform for connecting, managing, and monitoring AI agents and tools across various Model Context Protocol (MCP) servers.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for the recommended setup.
- ⚠️Critical environment variables (e.g., `SECRET_KEY`, `SECRETSTORE_FERNET_KEY`) must be set for production and should not rely on insecure defaults.
- ⚠️Integrating with clients like Claude Desktop via `mcp-http-bridge.js` requires Node.js runtime.
- ⚠️The backend is built with Python 3.11+.
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mcp-server
by launchdarkly
Provides AI clients access to LaunchDarkly's Model Context Protocol (MCP) services, enabling them to interact with feature flags, AI configurations, and other resources.
Provides AI clients access to LaunchDarkly's Model Context Protocol (MCP) services, enabling them to interact with feature flags, AI configurations, and other resources.
Setup Requirements
- ⚠️Requires a LaunchDarkly API Key for authentication, which typically implies a paid LaunchDarkly account.
- ⚠️Requires an AI client that is compatible with and configured for the Model Context Protocol (MCP).
- ⚠️Installation from a local clone requires Node.js/npm for dependency installation and building (`npm install`, `npm run build`).
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durable-mcp-python
by reboot-dev
A framework for building durable and fault-tolerant Model Context Protocol (MCP) servers in Python, enabling stateful operations and graceful recovery from disconnections or reboots.
A framework for building durable and fault-tolerant Model Context Protocol (MCP) servers in Python, enabling stateful operations and graceful recovery from disconnections or reboots.
Setup Requirements
- ⚠️Requires macOS or Linux operating system.
- ⚠️Requires Python >= 3.12.11.
- ⚠️Requires Docker to be installed and running for the underlying Reboot application.
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mcp-server-google-workspace
by alanse-inc
Provides programmatic control over Google Workspace applications (Sheets, Docs, Drive, Gmail, Calendar, Slides) through a Model Context Protocol (MCP) server for AI automation.
Provides programmatic control over Google Workspace applications (Sheets, Docs, Drive, Gmail, Calendar, Slides) through a Model Context Protocol (MCP) server for AI automation.
Setup Requirements
- ⚠️Requires a Google Cloud Project with OAuth 2.0 Client ID and Client Secret configured, saved as `gcp-oauth.keys.json` in the working directory (or a custom `CREDS_DIR`).
- ⚠️Initial authentication requires an interactive browser-based login, which is not suitable for headless server deployments without manual pre-authentication or an alternative auth flow.
- ⚠️Requires `npm` and `typescript` for building (`npm run build`).
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readwise-mcp
by IAmAlexander
Provides AI assistants with programmatic access to Readwise libraries for reading, managing, searching, and tracking highlights, books, documents, and videos.
Provides AI assistants with programmatic access to Readwise libraries for reading, managing, searching, and tracking highlights, books, documents, and videos.
Setup Requirements
- ⚠️Requires a Readwise API key, obtainable from https://readwise.io/access_token. The server includes a setup wizard to guide this process.
- ⚠️Requires Node.js runtime version 18.0.0 or higher.
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Ops-Tools
by DennySORA
A Rust-based command-line interface (CLI) toolset designed for DevOps workflows, offering features like infrastructure-as-code cache cleanup, AI code assistant management, system package installation, security scanning, LLM prompt generation, container image building, and Kubernetes configuration management.
A Rust-based command-line interface (CLI) toolset designed for DevOps workflows, offering features like infrastructure-as-code cache cleanup, AI code assistant management, system package installation, security scanning, LLM prompt generation, container image building, and Kubernetes configuration management.
Setup Requirements
- ⚠️Requires pre-installed AI CLI tools (e.g., Claude Code, OpenAI Codex, Google Gemini CLI) and their respective API keys/authentication for LLM-related features.
- ⚠️Many features necessitate the presence of common system utilities like `curl`, `git`, `tar`, `unzip`, and a supported system package manager (`brew`, `apt`, `dnf`, `pacman`, etc.).
- ⚠️The Container Builder feature requires either `Docker` (with Buildx enabled) or `Buildah` to be installed.
- ⚠️The Kubeconfig management feature is dependent on `tmux` for window isolation functionality.
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solana-mcp
by tony-42069
A comprehensive Solana MCP (Model Context Protocol) server for analyzing memecoins, tracking trends, and providing AI-powered insights using cultural analysis and on-chain data.
A comprehensive Solana MCP (Model Context Protocol) server for analyzing memecoins, tracking trends, and providing AI-powered insights using cultural analysis and on-chain data.
Setup Requirements
- ⚠️Requires a Solana RPC URL, for stable and rate-limit-free operation a custom (potentially paid) one is recommended over the public default.
- ⚠️Full social signal analysis requires Twitter API keys (API Key, API Secret, Access Token, Access Secret), which may involve developer account setup and rate limits.
- ⚠️The `puppeteer` dependency will download a Chromium browser instance during installation, which can be a large file and add to installation time.
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toolhive-registry
by stacklok
Connect to and query your Elasticsearch data, enabling AI assistants to perform searches, retrieve mappings, list indices, and get shard information.
Connect to and query your Elasticsearch data, enabling AI assistants to perform searches, retrieve mappings, list indices, and get shard information.
Setup Requirements
- ⚠️Requires an existing Elasticsearch instance (ES_URL must be provided).
- ⚠️Requires Docker to run locally.
- ⚠️Network permissions are set to `insecure_allow_all: true` for outbound connections, posing a security risk if not adequately isolated or understood.
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stk-mcp
by alti3
Enables Large Language Models or other Model Context Protocol clients to programmatically interact with Ansys/AGI STK for digital mission engineering and simulation, supporting both Desktop and Engine modes.
Enables Large Language Models or other Model Context Protocol clients to programmatically interact with Ansys/AGI STK for digital mission engineering and simulation, supporting both Desktop and Engine modes.
Setup Requirements
- ⚠️Requires Ansys/AGI STK (version 12.x Desktop or Engine) to be installed.
- ⚠️Requires the `agi.stk12` Python API wheel, corresponding to your STK installation, to be manually added as a local dependency.
- ⚠️STK Desktop mode is only available on Windows; STK Engine mode is available on Windows and Linux.