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Vetted Servers(8554)
pgpro-com-documentation
by Tech-Trailblazers
An open-source documentation platform for education, AI training, and MCP server knowledge, supported by utility scripts for scraping and downloading documentation.
An open-source documentation platform for education, AI training, and MCP server knowledge, supported by utility scripts for scraping and downloading documentation.
Setup Requirements
- ⚠️Python script requires Selenium WebDriver (e.g., ChromeDriver) to be installed and accessible in the system PATH.
- ⚠️Python script requires a 'valid_urls.txt' file containing URLs to process.
- ⚠️Go script requires a Go environment to build and run.
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context-processor
by mschultheiss83
Intelligent context management and enhancement for AI agents, providing configurable pre-processing strategies (clarify, analyze, search, fetch) for content quality and discoverability within a local knowledge base.
Intelligent context management and enhancement for AI agents, providing configurable pre-processing strategies (clarify, analyze, search, fetch) for content quality and discoverability within a local knowledge base.
Setup Requirements
- ⚠️File-based storage (`./contexts` directory) is local and lacks database features such as ACID transactions, concurrent locking, or robust multi-user support, which may limit scalability and data integrity for very large or concurrent datasets.
- ⚠️No built-in authentication or authorization mechanisms; any client connected via the MCP protocol has full access to all tools and data.
- ⚠️The 'custom' preprocessing strategy is an extensibility point that could introduce security risks if users implement unsafe code within it.
- ⚠️Requires a Node.js runtime environment to execute.
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meilisearch-documentation-mcp
by JuniorJoanis
Exposes Meilisearch documentation as structured tools, resources, and prompts for LLMs to facilitate intelligent querying and integration of technical information.
Exposes Meilisearch documentation as structured tools, resources, and prompts for LLMs to facilitate intelligent querying and integration of technical information.
Setup Requirements
- ⚠️Requires Git client to be installed on the host system.
- ⚠️Performs an initial clone and indexing of the Meilisearch documentation repository (can take 'a few minutes' on first run and on updates).
- ⚠️Requires write permissions to the configured cache and index directories (default: `.cache/docs` and `.cache/index` within the package directory).
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sketch-design-to-code-agent
by Anirog
Transforms Sketch designs into HTML/CSS by enabling AI coding assistants to extract design data via the Sketch MCP server.
Transforms Sketch designs into HTML/CSS by enabling AI coding assistants to extract design data via the Sketch MCP server.
Setup Requirements
- ⚠️Requires Sketch (version 2025.2.4 or later)
- ⚠️Requires a paid AI coding assistant (e.g., GitHub Copilot for VS Code)
- ⚠️Manual activation of MCP Server within Sketch settings is required
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ConsoleHost_History-Parser-MCP
by Amier-ge
Parses PowerShell ConsoleHost_history.txt files from disk images to extract command history for forensic analysis.
Parses PowerShell ConsoleHost_history.txt files from disk images to extract command history for forensic analysis.
Setup Requirements
- ⚠️Requires 'ConsoleHost_Parser' library folder to be located in the parent directory of this MCP server.
- ⚠️Installation of 'pytsk3' and 'pyewf' may require system-level dependencies (e.g., libtsk, libewf) which can be complex on some operating systems.
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EEA_sdi_mcp
by seb999
Interacting with the European Environment Agency (EEA) GeoNetwork Catalogue API for metadata search, discovery, export, and management.
Interacting with the European Environment Agency (EEA) GeoNetwork Catalogue API for metadata search, discovery, export, and management.
Setup Requirements
- ⚠️Requires Node.js and npm to install dependencies and run the server.
- ⚠️Write operations (e.g., duplicate, update, tag management, attachment upload/delete) require 'CATALOGUE_USERNAME' and 'CATALOGUE_PASSWORD' environment variables configured for authentication with the upstream GeoNetwork API.
- ⚠️The 'upload_file_to_record' tool requires the specified 'filePath' to be an absolute path accessible on the local filesystem of the machine running the MCP server.
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zetrix-mcp-server
by Zetrix-Chain
The Zetrix MCP Server allows AI assistants, like Claude, to interact with the Zetrix blockchain using natural language, providing a suite of tools for account management, transaction processing, real-time monitoring, cryptography, and smart contract development and generation.
The Zetrix MCP Server allows AI assistants, like Claude, to interact with the Zetrix blockchain using natural language, providing a suite of tools for account management, transaction processing, real-time monitoring, cryptography, and smart contract development and generation.
Setup Requirements
- ⚠️Requires Node.js v18 or higher.
- ⚠️MCP client configuration (`args` field) requires an absolute path to the server's `dist/index.js` file.
- ⚠️When using the `create-zetrix-tool` or `zetrix-sdk-nodejs` internally, `NODE_URL` environment variables in `.env` files must NOT include the `https://` protocol prefix (e.g., `node.zetrix.com` instead of `https://node.zetrix.com`).
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notion-mcp-server-final
by liamintemann
A lightweight Model Context Protocol server that proxies Notion API calls for OpenAI Agent Builder.
A lightweight Model Context Protocol server that proxies Notion API calls for OpenAI Agent Builder.
Setup Requirements
- ⚠️Requires 'NOTION_API_KEY' environment variable to be set for tools to function.
- ⚠️Requires Node.js version 18 or higher.
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chatbots-mcp-server
by OumaimaZerouali
This server acts as a backend for AI chatbots, exposing tools for managing bot configurations and creating appointments through a REST API client.
This server acts as a backend for AI chatbots, exposing tools for managing bot configurations and creating appointments through a REST API client.
Setup Requirements
- ⚠️Requires a dependent Spring Boot service running on `http://localhost:8080` that provides `/api/bot-configs` and `/api/appointments` endpoints. Without this service, the application's core functionality will not work.
- ⚠️The `systemPrompt` field in `BotConfigEntity` could potentially store very long strings, which if returned to an AI model, could increase token costs and latency for the AI interaction.
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telegram-mcp
by saadkhan1150
Manages multiple Telegram accounts, sending bulk messages, scheduling tasks, and integrating with AI tools via a web dashboard for streamlined messaging and automation.
Manages multiple Telegram accounts, sending bulk messages, scheduling tasks, and integrating with AI tools via a web dashboard for streamlined messaging and automation.
Setup Requirements
- ⚠️Requires Telegram API ID and API Hash (can use provided defaults, but personal credentials are recommended for higher limits).
- ⚠️Requires Python 3.10+.
- ⚠️Requires Playwright's Chromium browser to be installed for web-based QR login. (Can be installed via `playwright install chromium` after `pip install playwright`).
- ⚠️The 'AI Tools' feature refers to prompts for an external AI model; the server itself does not contain an integrated LLM. An external AI model is needed to consume these prompts and interact with the server's MCP tools.
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api-execute-mcp-server
by Q07K
Initializes an API server using the FastMCP framework for Multi-Agent Communication Protocol (MCP) related functionalities.
Initializes an API server using the FastMCP framework for Multi-Agent Communication Protocol (MCP) related functionalities.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️Requires 'uvicorn' to run the ASGI server (install via 'pip install uvicorn' if not included with 'mcp[cli]').
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novasonicmcp
by statnativ
This server acts as a voice-powered AI dental receptionist, handling patient inquiries, scheduling, and emergency detection through real-time speech-to-speech conversations using AWS Bedrock Nova Sonic and MCP for tool integration.
This server acts as a voice-powered AI dental receptionist, handling patient inquiries, scheduling, and emergency detection through real-time speech-to-speech conversations using AWS Bedrock Nova Sonic and MCP for tool integration.
Setup Requirements
- ⚠️Requires AWS account with Amazon Nova Sonic Bedrock model access enabled (explicit activation needed).
- ⚠️Requires AWS CLI configured with appropriate credentials (e.g., via 'aws configure').
- ⚠️MCP server configurations in 'mcp_config.json' can execute arbitrary commands ('npx', 'node') which may download and run untrusted code; these configurations must be strictly controlled and audited.