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Vetted Servers(8554)
vscode-refactor-mcp
by ramblingenzyme
A VSCode extension hosting an IPC server to enable external MCP (Model Context Protocol) servers to proxy VSCode API calls for refactoring and code manipulation.
A VSCode extension hosting an IPC server to enable external MCP (Model Context Protocol) servers to proxy VSCode API calls for refactoring and code manipulation.
Setup Requirements
- ⚠️Requires Node.js v20+ and npm v9+ for development and building.
- ⚠️Requires VSCode v1.90.0+ to run the extension and host the IPC server.
- ⚠️The MCP server (`packages/server`) requires the `VSCODE_MCP_SOCKET_PATH` environment variable to connect, which is dynamically generated and set by the VSCode extension upon activation. Running the server independently requires manual setup of this variable.
- ⚠️Uses npm workspaces; building the entire project is recommended via `npm run build` from the root.
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Vector-Knowledge-Base
by i3T4AN
A personal semantic search engine and knowledge base application for various document types, offering natural language search, auto-clustering, 3D visualization, and AI agent integration.
A personal semantic search engine and knowledge base application for various document types, offering natural language search, auto-clustering, 3D visualization, and AI agent integration.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for the recommended deployment method.
- ⚠️Requires Python 3.11+ for native backend execution.
- ⚠️Node.js 18+ is required to set up the MCP integration with AI agents like Claude Desktop.
- ⚠️The embedding model (~400MB) is downloaded automatically on the first run, which may take several minutes.
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associative-dreaming-mcp-server
by DocHatty14
Augments LLM capabilities for non-linear, associative thinking to enhance creative problem-solving, brainstorming, and divergent exploration of concepts.
Augments LLM capabilities for non-linear, associative thinking to enhance creative problem-solving, brainstorming, and divergent exploration of concepts.
Setup Requirements
- ⚠️Requires Node.js and npm/npx to run.
- ⚠️Designed to be integrated with an MCP-compatible LLM client (e.g., Claude Desktop, VS Code extension) via standard I/O (stdin/stdout), rather than being a standalone web service.
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jira-mcp
by xcollantes
The Jira MCP server provides a Model Context Protocol (MCP) interface, enabling Large Language Models (LLMs) to interact with Jira for tasks like searching, creating, updating, and managing tickets and sprints.
The Jira MCP server provides a Model Context Protocol (MCP) interface, enabling Large Language Models (LLMs) to interact with Jira for tasks like searching, creating, updating, and managing tickets and sprints.
Setup Requirements
- ⚠️Requires `jira-cli` to be installed and initialized separately on the host machine.
- ⚠️Requires `JIRA_API_TOKEN` and `JIRA_AUTH_TYPE` environment variables to be set for `jira-cli` authentication, with potential inheritance issues for GUI-based LLM clients if not explicitly passed.
- ⚠️Python 3.12+ required (specified in `pyproject.toml`).
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microsoft_graph_mcp_server
by marlonluo2018
Integrate AI assistants with Microsoft 365 services, including email, calendar, contacts, files, and Teams, via the Microsoft Graph API.
Integrate AI assistants with Microsoft 365 services, including email, calendar, contacts, files, and Teams, via the Microsoft Graph API.
Setup Requirements
- ⚠️Requires interactive device code flow authentication, where the user must visit a URL and enter a code in a browser to complete login.
- ⚠️Requires Python 3.10+.
- ⚠️Dependencies must be installed using pip or uv.
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GardenaSmartSystem-MCP
by justmejulian
Integrate with Gardena smart system API to monitor and control smart garden devices via an MCP server.
Integrate with Gardena smart system API to monitor and control smart garden devices via an MCP server.
Setup Requirements
- ⚠️Requires Java 21 runtime.
- ⚠️Requires GARDENA API credentials (Client ID and Client Secret) obtained from the Husqvarna developer portal.
- ⚠️Requires setting environment variables GARDENA_CLIENT_ID and GARDENA_CLIENT_SECRET.
- ⚠️Requires building a standalone JAR (`./gradlew build`) before running with Claude Desktop, creating `app/build/libs/app-all.jar`.
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souschef
by kpeacocke
AI-powered Model Context Protocol (MCP) server for comprehensive Chef-to-Ansible migration, including cookbook analysis, resource conversion, Habitat-to-Docker transformation, InSpec profile translation, and CI/CD pipeline generation.
AI-powered Model Context Protocol (MCP) server for comprehensive Chef-to-Ansible migration, including cookbook analysis, resource conversion, Habitat-to-Docker transformation, InSpec profile translation, and CI/CD pipeline generation.
Setup Requirements
- ⚠️Requires Python 3.14+ (a very recent Python version, might require specific installation/management).
- ⚠️Multiple critical path injection and archive extraction (Tar Slip) vulnerabilities are currently open, making it unsafe to process untrusted files or paths in a production environment.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, VS Code 1.102+ with GitHub Copilot extension) for AI-assisted workflows. Commercial AI models will incur API costs.
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avm-mcp-server
by stefanstranger
This server acts as an MCP gateway for AI agents and tools to discover, search, and retrieve detailed documentation for Azure Verified Modules (AVM) from the Bicep Public Registry.
This server acts as an MCP gateway for AI agents and tools to discover, search, and retrieve detailed documentation for Azure Verified Modules (AVM) from the Bicep Public Registry.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️Requires the UV package manager to be installed (specifically `uvx` for the recommended run command).
- ⚠️Requires internet connectivity to access Microsoft Container Registry and GitHub.
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mssqlMCP
by MCPRUNNER
The SQL Server MCP (Model Context Protocol) Server enables AI assistants like GitHub Copilot within Visual Studio Code to interact with SQL Server databases, allowing for SQL query execution, detailed database metadata retrieval, and management of connections and security.
The SQL Server MCP (Model Context Protocol) Server enables AI assistants like GitHub Copilot within Visual Studio Code to interact with SQL Server databases, allowing for SQL query execution, detailed database metadata retrieval, and management of connections and security.
Setup Requirements
- ⚠️Requires .NET 8.0 SDK or later.
- ⚠️Mandatory environment variables (MSSQL_MCP_KEY and MSSQL_MCP_API_KEY) must be securely configured; scripts are provided for generation but values must be saved externally.
- ⚠️Access to an SQL Server instance is required for database operations.
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mcp_server
by accuknox
The AccuKnox MCP server provides a multi-cloud asset management and security posture solution, allowing AI agents to search cloud assets, retrieve AI/ML model vulnerabilities, and manage findings through a unified interface.
The AccuKnox MCP server provides a multi-cloud asset management and security posture solution, allowing AI agents to search cloud assets, retrieve AI/ML model vulnerabilities, and manage findings through a unified interface.
Setup Requirements
- ⚠️Requires an AccuKnox API Token, obtained from the AccuKnox CSPM dashboard, which implies a reliance on a commercial AccuKnox platform.
- ⚠️Requires Python 3.10 or higher for execution.
- ⚠️Configuration files for clients (e.g., `.vscode/mcp.json`) mandate the use of absolute paths for server command and arguments, which can be brittle if the project directory moves.
- ⚠️The `USER_GUIDE.md` advises strict reliance on a `.env` file for `ACCUKNOX_BASE_URL` and `ACCUKNOX_API_TOKEN` for the stdio server, potentially conflicting with `mcp.json` `env` configurations or HTTP client header/query parameters.
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utcp-docs-server
by edujuan
A comprehensive MCP server that helps AI coding agents understand and implement the Universal Tool Calling Protocol (UTCP) by providing documentation search, validation, generation, and an LLM-powered expert agent.
A comprehensive MCP server that helps AI coding agents understand and implement the Universal Tool Calling Protocol (UTCP) by providing documentation search, validation, generation, and an LLM-powered expert agent.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid service) for the 'ask_utcp_expert' tool and 'semantic_search_docs' tool.
- ⚠️Requires Node.js 20.x or higher and npm 9.x or higher.
- ⚠️The 'DOCS_PATH' environment variable should correctly point to the UTCP documentation directory, defaulting to the current directory.
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mcp-agg
by WebLegions
Aggregates Model Context Protocol (MCP) servers (stdio, SSE, HTTP) and exposes their tools via a high-performance Fastify HTTP API.
Aggregates Model Context Protocol (MCP) servers (stdio, SSE, HTTP) and exposes their tools via a high-performance Fastify HTTP API.
Setup Requirements
- ⚠️Requires Bun runtime (>= 1.3.0) to be installed.
- ⚠️Requires external Model Context Protocol (MCP) servers (Stdio, SSE, or HTTP) to be configured for full functionality beyond the 'builtin' tools.