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Vetted Servers(8554)
bowman-prospects-mcp
by kayoMichael
Classifies Bowman Prospects baseball cards, provides player statistics, and retrieves market pricing data to assess card value.
Classifies Bowman Prospects baseball cards, provides player statistics, and retrieves market pricing data to assess card value.
Setup Requirements
- ⚠️Requires DEEPSEEK_API_KEY (paid API).
- ⚠️Requires BRAVE_API_KEY (for search, likely paid API).
- ⚠️Requires the fine-tuned CLIP model 'clip-card-model-v1' to be available locally (downloadable from HuggingFace).
- ⚠️Performance benefits from GPU for the CLIP model and EasyOCR (supports Apple GPU/CUDA, falls back to CPU).
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microwave-sensing-aesthetic
by dmarsters
Enhances image generation prompts with synthetic aperture radar (SAR) and microwave remote sensing aesthetics, providing 'material truth' insights.
Enhances image generation prompts with synthetic aperture radar (SAR) and microwave remote sensing aesthetics, providing 'material truth' insights.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires the `fastmcp` library, installed via `pip install -e ".[dev]"`.
- ⚠️The full workflow implicitly relies on an external LLM (specifically Claude, as mentioned in the philosophy/architecture) to synthesize the generated 'synthesis_guidance' into a final image prompt.
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mcp_coder
by MarcusJellinghaus
An AI-powered software development automation toolkit that uses LLMs (specifically Claude) for various tasks such as code analysis, commit message generation, planning, implementation, and pull request creation. It integrates with Git, GitHub, and Jenkins for orchestrating and automating development workflows.
An AI-powered software development automation toolkit that uses LLMs (specifically Claude) for various tasks such as code analysis, commit message generation, planning, implementation, and pull request creation. It integrates with Git, GitHub, and Jenkins for orchestrating and automating development workflows.
Setup Requirements
- ⚠️Requires Claude Code CLI or API access and authentication setup.
- ⚠️Requires GitHub Personal Access Token (GITHUB_TOKEN) with necessary scopes configured.
- ⚠️Requires Jenkins server URL, username, and API token (JENKINS_URL, JENKINS_USER, JENKINS_TOKEN) for CI integration.
- ⚠️Python environment management via 'uv sync --extra types' implies 'uv' must be installed.
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mcp-server-cloudflare
by Scarmonit
A Model Context Protocol (MCP) server providing site monitoring, analytics, web diagnostics, and remote terminal agent management for AI clients like Claude.
A Model Context Protocol (MCP) server providing site monitoring, analytics, web diagnostics, and remote terminal agent management for AI clients like Claude.
Setup Requirements
- ⚠️Requires a separate 'Terminal Agent' instance to be running and connected for tools like 'terminal_execute', 'system_info', and 'scan_ports'.
- ⚠️Deployment to Cloudflare Workers requires Durable Objects (MCP_OBJECT, TERMINAL_AGENT) to be configured.
- ⚠️Terminal agents need specific command-line utilities (e.g., 'nmap', 'systemctl', 'journalctl', 'grep', 'rg') installed on their host systems.
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explorium-mcp-server
by nws066
The server streamlines access to data intelligence through data enrichment, scraping, and customizable queries.
The server streamlines access to data intelligence through data enrichment, scraping, and customizable queries.
Setup Requirements
- ⚠️Requires Python 3.6 or higher if not bundled with the application.
- ⚠️Requires an API key from Explorium to connect to data sources, which may be a paid service.
- ⚠️Installation involves downloading a `.zip` file from an unverified raw GitHub link and executing its contents, posing a significant security risk if the source is not fully trusted.
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research-assistant-mcp
by CyprianFusi
Manages and semantically searches research data using vector embeddings, organized by topics, and accessible via the Model Context Protocol.
Manages and semantically searches research data using vector embeddings, organized by topics, and accessible via the Model Context Protocol.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid service)
- ⚠️Requires Python 3.13+
- ⚠️Requires local filesystem access for `RESEARCH_DB_PATH` to store ChromaDB databases
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priya-mcp-server
by Sean-m-e
A Model Context Protocol (MCP) server for a PRIYA voice agent, serving JSON modules containing conversation logic, behavioral protocols, and property data for real estate operations.
A Model Context Protocol (MCP) server for a PRIYA voice agent, serving JSON modules containing conversation logic, behavioral protocols, and property data for real estate operations.
Setup Requirements
- ⚠️Requires Python 3.x and pip to install dependencies from requirements.txt.
- ⚠️Modules in the 'modules/' directory must be valid JSON for successful loading.
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gsc-mcp-server
by AppsYogi-com
The GSC-MCP Server connects Google Search Console to Model Context Protocol (MCP) clients like Claude and Cursor, enabling AI agents to query GSC data and perform SEO-related tasks.
The GSC-MCP Server connects Google Search Console to Model Context Protocol (MCP) clients like Claude and Cursor, enabling AI agents to query GSC data and perform SEO-related tasks.
Setup Requirements
- ⚠️Requires manual creation of Google Cloud OAuth credentials (project, API enablement, 'Desktop app' client ID/secret) and adding test users in Google Cloud Console.
- ⚠️Features like sitemap submission and URL inspection require 'full' scope, which must be explicitly requested during initialization (`gsc-mcp init --scope full`).
- ⚠️If 'keytar' (OS keychain integration) is unavailable, OAuth refresh tokens are stored unencrypted on disk, posing a significant security risk.
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ai-project-docs-mcp
by GleidsonFerSanP
Intelligent context management for AI assistants, providing persistent project memory, comprehensive documentation, architectural contracts, coding patterns, and focused session tracking to enhance AI's understanding and consistency across development tasks.
Intelligent context management for AI assistants, providing persistent project memory, comprehensive documentation, architectural contracts, coding patterns, and focused session tracking to enhance AI's understanding and consistency across development tasks.
Setup Requirements
- ⚠️Requires Node.js (v18 or higher is recommended based on dependencies).
- ⚠️Relies on user-managed configuration files (e.g., `~/.project-docs-mcp/mcp-config.json`) for project definitions.
- ⚠️For VS Code integration, it requires the GitHub Copilot Chat extension to be installed and properly configured to discover MCP servers.
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mcp-kali-server
by Eutectico
A Model Context Protocol (MCP) server providing AI assistants access to Kali Linux security and penetration testing tools via a privileged Docker container.
A Model Context Protocol (MCP) server providing AI assistants access to Kali Linux security and penetration testing tools via a privileged Docker container.
Setup Requirements
- ⚠️Docker and Docker Compose are required.
- ⚠️Node.js (v18 or higher) is required.
- ⚠️Root/sudo access is needed to run the privileged container.
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azdevops-apisec-mcp-audit_v1.0.0
by renatogroffe
Demonstrates the integration of the APIsec MCP Audit tool within an Azure DevOps pipeline for scanning repository code and generating security reports.
Demonstrates the integration of the APIsec MCP Audit tool within an Azure DevOps pipeline for scanning repository code and generating security reports.
Setup Requirements
- ⚠️Requires an Azure DevOps environment
- ⚠️Requires internet access for tool download
Verified SafeView Analysis
sqlite-mcp-server
by rb58853
Exposes read-only SQL query tools for SQLite databases via a FastAPI server, primarily for interaction with Large Language Models.
Exposes read-only SQL query tools for SQLite databases via a FastAPI server, primarily for interaction with Large Language Models.
Setup Requirements
- ⚠️Requires a `MASTER_TOKEN` environment variable for authentication.
- ⚠️Dependencies must be installed from `requirements.txt`.
- ⚠️A SQLite database is required; either use the provided sample database or configure `DATABASE_ABSOLUTE_PATH`.