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Vetted Servers(9120)
mcp
by SpaceFrontiers
This server acts as an interface to the Space Frontiers API, allowing language models to perform semantic search, resolve document identifiers, and retrieve filtered document content or metadata from various data sources.
This server acts as an interface to the Space Frontiers API, allowing language models to perform semantic search, resolve document identifiers, and retrieve filtered document content or metadata from various data sources.
Setup Requirements
- ⚠️Requires Space Frontiers API Key for authentication (obtainable from https://spacefrontiers.org/developers/keys, likely paid).
- ⚠️Requires Python version 3.10 or 3.11 (specified as '>=3.10,<4').
- ⚠️Requires 'uv' for running and dependency management, with a specific Git source configured for the 'mcp' dependency.
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paddle-mcp-server
by PaddleHQ
Provides LLMs and AI agents with tools for interacting with the Paddle Billing API to manage payments, subscriptions, and other billing-related entities.
Provides LLMs and AI agents with tools for interacting with the Paddle Billing API to manage payments, subscriptions, and other billing-related entities.
Setup Requirements
- ⚠️Requires a Paddle API Key (for sandbox or production environments).
- ⚠️Requires an MCP-compatible client (e.g., Cursor, Claude Desktop, Windsurf) to function as a tool server for an LLM/AI agent.
- ⚠️Node.js and pnpm (or npm/yarn) are needed for local development/installation.
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sysdig-mcp-server
by sysdiglabs
Serves as a Model Context Protocol (MCP) server, enabling Large Language Models (LLMs) to query and interact with the Sysdig Secure platform for security events and Kubernetes metrics.
Serves as a Model Context Protocol (MCP) server, enabling Large Language Models (LLMs) to query and interact with the Sysdig Secure platform for security events and Kubernetes metrics.
Setup Requirements
- ⚠️Requires a Sysdig Secure API Token (paid service access).
- ⚠️The `generate_sysql` tool does not work with Service Account tokens; a regular user API token is required for this specific tool.
- ⚠️Explicit Sysdig API Permissions (`metrics-data.read`, `policy-events.read`, `risks.read`, `sage.exec`) must be configured for the API token used.
Verified SafeView Analysis
blueprint-mcp
by railsblueprint
Enable AI assistants and coding agents to control and automate real web browsers (Chrome, Firefox, Opera) through a browser extension, maintaining logged-in sessions and avoiding bot detection.
Enable AI assistants and coding agents to control and automate real web browsers (Chrome, Firefox, Opera) through a browser extension, maintaining logged-in sessions and avoiding bot detection.
Setup Requirements
- ⚠️Requires Node.js 18+ to run the server.
- ⚠️Requires a separate browser extension to be installed (Chrome Web Store, Firefox Add-ons, or manual install).
- ⚠️Requires configuration within your MCP client (e.g., Claude Desktop, VS Code/Cursor) to specify the command and arguments.
- ⚠️PRO features (cloud relay, multi-browser) require an OAuth login via `auth action='login'`.
Verified SafeView Analysis
kuaidi100-MCP
by kuaidi100-api
Provides a Micro-Control Plane (MCP) server for integrating with Kuaidi100's logistics tracking, time estimation, and price estimation APIs.
Provides a Micro-Control Plane (MCP) server for integrating with Kuaidi100's logistics tracking, time estimation, and price estimation APIs.
Setup Requirements
- ⚠️Requires a Kuaidi100 API Key, which must be obtained from their official website (may require registration).
- ⚠️Requires a Python environment with `uv` (or `pip` for local installation) to run the Python-based MCP server via the `uvx` command.
- ⚠️The Node.js option requires `npx` and depends on an external npm package, '@kuaidi100-mcp/kuaidi100-mcp-server'.
Verified SafeView Analysis
gomoku-mcp-server
by junyeong-nero
This is a backend server for a Gomoku game, likely implementing game logic, state management, and handling multiplayer interactions.
This is a backend server for a Gomoku game, likely implementing game logic, state management, and handling multiplayer interactions.
Setup Requirements
- ⚠️Missing `README.md` makes setup instructions, configuration details, and dependencies unclear, requiring manual code inspection.
- ⚠️Requires a specific Python version, indicated by `.python-version` file.
- ⚠️Likely requires a Python dependency manager like Poetry or PDM, due to `pyproject.toml`.
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matchmaker
by EOSC-Data-Commons
A web application for searching scientific datasets using natural language queries, providing AI-ranked results and the ability to dispatch datasets to Virtual Research Environments (VREs).
A web application for searching scientific datasets using natural language queries, providing AI-ranked results and the ability to dispatch datasets to Virtual Research Environments (VREs).
Setup Requirements
- ⚠️Requires a separate 'EOSC Data Commons MCP server' backend running on port 8000.
- ⚠️Requires Node.js version 20 or newer for local development setup.
- ⚠️Optional VRE dispatch functionality requires Docker and potentially GitHub Container Registry (GHCR) authentication.
Verified SafeView Analysis
RagThisCode
by ValerianRey
Set up a RAG (Retrieval-Augmented Generation) system to chat with the code of any public or private GitHub repository.
Set up a RAG (Retrieval-Augmented Generation) system to chat with the code of any public or private GitHub repository.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid).
- ⚠️Requires GitHub Access Token (for fetching public and/or private repositories).
- ⚠️Python 3.13+ is required according to `pyproject.toml`, which is very restrictive as Python 3.13 is still in pre-release.
Verified SafeView Analysis
searchcraft-mcp-server
by searchcraft-inc
An MCP server that enables AI agents to manage Searchcraft clusters by performing operations on indexes, documents, federations, authentication keys, analytics, and generating search applications from JSON data via natural language prompts.
An MCP server that enables AI agents to manage Searchcraft clusters by performing operations on indexes, documents, federations, authentication keys, analytics, and generating search applications from JSON data via natural language prompts.
Setup Requirements
- ⚠️Requires Searchcraft ENDPOINT_URL and CORE_API_KEY environment variables.
- ⚠️The `create_vite_app` tool requires `git`, `Node.js`, and `yarn` or `npm` to be installed in the environment.
- ⚠️Analytics tools like `get_measure_conversion` and `get_measure_summary` require a local Clickhouse instance if not using Searchcraft Cloud.
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remote-mcp-oauth-github
by tubone24
Provides a Cloudflare Workers-based Model Context Protocol (MCP) server with GitHub OAuth for secure custom integrations with Claude.ai.
Provides a Cloudflare Workers-based Model Context Protocol (MCP) server with GitHub OAuth for secure custom integrations with Claude.ai.
Setup Requirements
- ⚠️Requires a Claude.ai Team or Enterprise plan to utilize custom integrations.
- ⚠️Extensive manual setup is required for GitHub OAuth App configuration, Cloudflare KV Namespace creation, and setting multiple environment secrets via Wrangler CLI.
- ⚠️Assumes familiarity with Cloudflare Workers and Wrangler CLI.
Verified SafeView Analysis
ts-index
by 0x5457
Indexes TypeScript code for semantic and symbol search, with Language Server Protocol (LSP) and Model Context Protocol (MCP) integration, enabling advanced code analysis and interaction.
Indexes TypeScript code for semantic and symbol search, with Language Server Protocol (LSP) and Model Context Protocol (MCP) integration, enabling advanced code analysis and interaction.
Setup Requirements
- ⚠️Requires a running Python FastAPI embedding server (scripts/gte-small.py or compatible API) on http://localhost:8000/embed by default.
- ⚠️Requires Node.js and npm to install Language Server Protocol (LSP) servers like vtsls or typescript-language-server.
- ⚠️Requires ast-grep executable to be installed and available in system PATH for AST-based search functionality.
Review RequiredView Analysis
k8s-gpu-mcp-server
by ArangoGutierrez
Provides just-in-time, real-time NVIDIA GPU hardware introspection for Kubernetes clusters for AI-assisted SRE troubleshooting.
Provides just-in-time, real-time NVIDIA GPU hardware introspection for Kubernetes clusters for AI-assisted SRE troubleshooting.
Setup Requirements
- ⚠️Requires proper NVIDIA GPU setup on Kubernetes nodes, either via RuntimeClass (e.g., `nvidia`), NVIDIA Device Plugin, or NVIDIA DRA Driver.
- ⚠️Cross-node pod-to-pod HTTP communication (for HTTP transport mode with gateway) might require specific CNI configurations, such as enabling VXLAN encapsulation for Calico CNI on AWS in the same subnet.
- ⚠️Correct Kubernetes RBAC permissions are critical for the agent to access node/pod metadata and for the gateway to route requests, especially for /dev/kmsg access for XID errors.