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Vetted Servers(9120)
commpass_mcp_server
by tyukei
Provides IT study group and event information from Connpass API as an MCP server.
Provides IT study group and event information from Connpass API as an MCP server.
Setup Requirements
- ⚠️Requires Connpass API Key (free, but registration with Connpass is required)
- ⚠️Requires Python 3.12 or higher
- ⚠️Setup instructions use `uv` as the package manager
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site-fit-mcp-server
by puran-water
MCP server for constraint-based site layout optimization of wastewater/biogas facilities, generating diverse layouts while respecting engineering rules and process topology.
MCP server for constraint-based site layout optimization of wastewater/biogas facilities, generating diverse layouts while respecting engineering rules and process topology.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Optional features like GIS file loading, DXF export, and PDF generation require additional `pip install` commands (e.g., `pip install 'site-fit-mcp[gis]'` for GIS support).
- ⚠️When running in HTTP mode with viewer (`site-fit-serve`), it requires `uvicorn` and `fastapi`.
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jedi-mcp
by blueorbitz
Converts technical documentation websites into Model Context Protocol (MCP) servers, enabling AI coding assistants to access detailed framework, library, API, SDK, and language documentation during development.
Converts technical documentation websites into Model Context Protocol (MCP) servers, enabling AI coding assistants to access detailed framework, library, API, SDK, and language documentation during development.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires a Google Gemini API key or AWS Bedrock credentials (paid AI services are used extensively).
- ⚠️Browser-based navigation extraction (required for some sites like Microsoft Learn or those with JavaScript-rendered navigation) depends on Playwright, which needs its browsers installed after `pip install playwright`.
Verified SafeView Analysis
dataforseo-mcp
by pawneetdev
This server acts as a Model Context Protocol (MCP) adapter, exposing DataForSEO's Research Toolkit API to Claude Desktop as automatically generated tools for SEO research tasks.
This server acts as a Model Context Protocol (MCP) adapter, exposing DataForSEO's Research Toolkit API to Claude Desktop as automatically generated tools for SEO research tasks.
Setup Requirements
- ⚠️Requires DataForSEO API username and password to be configured in a .env file.
- ⚠️The 'generate_registry.py' script must be run first to create the necessary tool registry and endpoint files before starting the server.
- ⚠️Requires Python 3.13 or newer.
Verified SafeView Analysis
mcp-chess-server
by AshGhimire
Provides access to Chess.com player data for profiles and statistics through an MCP server.
Provides access to Chess.com player data for profiles and statistics through an MCP server.
Setup Requirements
- ⚠️Requires Python 3.14 or higher (this is a future Python version and not yet released, meaning it cannot be run on current stable Python versions like 3.8-3.12).
- ⚠️Requires the `uv` package manager (or `uvx` executable) to be installed for running via the provided MCP configuration.
Verified SafeView Analysis
studyos-mcp-server
by djdjdj08
An MCP server providing an AI agent with tools to ingest content, search a knowledge base, and log completion results for an educational context.
An MCP server providing an AI agent with tools to ingest content, search a knowledge base, and log completion results for an educational context.
Setup Requirements
- ⚠️Requires Node.js 20.18.0
- ⚠️The 'ingest_content', 'search_content', and 'log_completion_result' tools are currently stubs and require a separate backend implementation for full functionality.
Verified SafeView Analysis
shotter
by nathanstitt
Automating iOS Simulator interactions and screenshot capture for AI assistants via the Model Context Protocol.
Automating iOS Simulator interactions and screenshot capture for AI assistants via the Model Context Protocol.
Setup Requirements
- ⚠️Requires macOS with Xcode installed (for iOS Simulator)
- ⚠️Requires Node.js 18+
- ⚠️Requires Facebook IDB (`brew install idb-companion`)
- ⚠️Requires ANTHROPIC_API_KEY (paid API for AI agent functionality)
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ErgoAI-MCP-server
by iarwain1
Enables AI coding agents to interact with the ErgoAI reasoning engine for logic programming, query execution, and knowledge representation.
Enables AI coding agents to interact with the ErgoAI reasoning engine for logic programming, query execution, and knowledge representation.
Setup Requirements
- ⚠️Requires ErgoAI (a separate, complex knowledge representation and reasoning system) to be pre-installed and configured on the system.
- ⚠️May require manually setting the `ERGOAI_PATH` environment variable if ErgoAI is not installed in a standard location.
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McpServerWithCustomObjectMapper
by Nik95
This server implements a Spring AI Micro-Agent Protocol (MCP) tool server, demonstrating a custom Jackson ObjectMapper configuration for serialization/deserialization.
This server implements a Spring AI Micro-Agent Protocol (MCP) tool server, demonstrating a custom Jackson ObjectMapper configuration for serialization/deserialization.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) 17+.
- ⚠️Requires Maven or Gradle to build and run.
Verified SafeView Analysis
cas-jobs-sdss-mcp
by sciserver
A foundational template for building M.C.P. servers, specifically geared towards scientific data processing, likely related to SDSS (Sloan Digital Sky Survey) within the SSEC-JHU ecosystem.
A foundational template for building M.C.P. servers, specifically geared towards scientific data processing, likely related to SDSS (Sloan Digital Sky Survey) within the SSEC-JHU ecosystem.
Setup Requirements
- ⚠️Requires Docker for containerized deployment.
- ⚠️Optimized for Python 3.11.
- ⚠️Requires running 'python project_setup.py' for initial template configuration.
Verified SafeView Analysis
n8n-mcp-server
by janitor
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers for exposing AI tools without requiring authentication.
Deploys a remote Model Context Protocol (MCP) server on Cloudflare Workers for exposing AI tools without requiring authentication.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️The server lacks authentication, making it unsuitable for production use with sensitive tools or data.
- ⚠️Connecting local clients like Claude Desktop requires installing and running the 'mcp-remote' proxy.
Verified SafeView Analysis
youmind-mcp
by NoSugarCoffee
Provides a Model Context Protocol (MCP) server to retrieve content from YouMind by craft ID for use with AI models.
Provides a Model Context Protocol (MCP) server to retrieve content from YouMind by craft ID for use with AI models.
Setup Requirements
- ⚠️Requires a YouMind account and manual extraction of the 'YOUMIND_AUTH_TOKEN' cookie from the browser.
- ⚠️Designed to be used with an existing MCP client (e.g., Claude Desktop, Cursor).
- ⚠️Requires Python 3.8 or higher.