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Vetted Servers(8554)
freshservice_mcp
by effytech
Integrates AI models with Freshservice for automated IT service management operations across tickets, changes, products, requesters, agents, and solution articles.
Integrates AI models with Freshservice for automated IT service management operations across tickets, changes, products, requesters, agents, and solution articles.
Setup Requirements
- ⚠️Requires a Freshservice account and API key (may be a paid service).
- ⚠️Requires 'uvx' (or 'uv') for Python environment management.
- ⚠️Python 3.13 or higher is required.
- ⚠️Correctly setting `FRESHSERVICE_APIKEY` and `FRESHSERVICE_DOMAIN` environment variables is critical.
Verified SafeView Analysis
ai-tools-flake
by clempat
Unified Nix flake for configuring AI tools, MCP servers, and AI agents across Claude Code, OpenCode, and other platforms.
Unified Nix flake for configuring AI tools, MCP servers, and AI agents across Claude Code, OpenCode, and other platforms.
Setup Requirements
- ⚠️Requires Home Manager `unstable` branch.
- ⚠️Recommends Nixpkgs `nixos-unstable`.
- ⚠️Full functionality for many agents (e.g., Atlassian, GitHub, Sentry MCPs) requires configuration of various external API keys.
Verified SafeView Analysis
artifact-mcp
by looptech-ai
AI agent server for high-fidelity document generation and manipulation (Word, Excel, PowerPoint, PDF, Markdown, EPUB, MS Project, Email) via a declarative workspace pattern.
AI agent server for high-fidelity document generation and manipulation (Word, Excel, PowerPoint, PDF, Markdown, EPUB, MS Project, Email) via a declarative workspace pattern.
Setup Requirements
- ⚠️Requires an MCP client to interact with its tools.
- ⚠️EPUB document generation and editing requires the `EbookLib` Python package (`pip install EbookLib`).
- ⚠️Reading Outlook `.msg` files (for email analysis/editing) requires the `extract-msg` Python package (`pip install extract-msg`).
- ⚠️PDF chart generation functionality requires the `matplotlib` Python package.
- ⚠️Visio (`.vsdx`) document generation and editing relies on the `vsdx` Python package (`pip install vsdx`) and is template-based, meaning it cannot create shapes from scratch without an existing .vsdx template.
- ⚠️Markdown to HTML export functionality requires the `markdown` Python package (`pip install markdown`).
Verified SafeView Analysis
teradata-mcp-server
by Teradata
A comprehensive Model Context Protocol (MCP) server for Teradata, exposing a rich suite of database administration, data quality, security, SQL optimization, vector store, plotting, backup/restore, feature store, and LLM chat/RAG capabilities as MCP tools for client applications like AI agents.
A comprehensive Model Context Protocol (MCP) server for Teradata, exposing a rich suite of database administration, data quality, security, SQL optimization, vector store, plotting, backup/restore, feature store, and LLM chat/RAG capabilities as MCP tools for client applications like AI agents.
Setup Requirements
- ⚠️Requires a running Teradata Database (version >= 17.20).
- ⚠️Requires Teradata-specific Python client libraries (`teradataml`, `teradatagenai`, `tdfs4ds`).
- ⚠️For Backup & Restore features, a Teradata DSA (Data Stream Architecture) system must be installed and accessible. Insecure default credentials (`admin`/`admin`) are used if environment variables are not set for DSA.
- ⚠️For Chat Completion features, an OpenAI-compatible `CompleteChat` Java Table Operator UDF must be installed in the Teradata database.
- ⚠️Extensive environment variable configuration is necessary to enable all features securely.
Verified SafeView Analysis
codebase-RAG
by bluewings1211
A Retrieval-Augmented Generation (RAG) server designed to assist AI agents and developers in understanding and navigating codebases through semantic search.
A Retrieval-Augmented Generation (RAG) server designed to assist AI agents and developers in understanding and navigating codebases through semantic search.
Setup Requirements
- ⚠️Requires a locally running vector database (Qdrant) for persistent storage.
- ⚠️Requires a locally running embedding model server (Ollama or MLX Server) for generating code embeddings.
- ⚠️A Python 3.8+ environment with 'uv' (a modern package manager) is necessary for setup and running the server/tools.
Verified SafeView Analysis
teamcity-mcp
by Daghis
A Model Control Protocol (MCP) server that bridges AI coding assistants with JetBrains TeamCity CI/CD server, exposing TeamCity operations as MCP tools.
A Model Control Protocol (MCP) server that bridges AI coding assistants with JetBrains TeamCity CI/CD server, exposing TeamCity operations as MCP tools.
Setup Requirements
- ⚠️Requires Node.js version >= 20.10.0 and < 21.
- ⚠️Requires access to a running JetBrains TeamCity Server 2020.1+ with its REST API enabled.
- ⚠️A valid TeamCity authentication token with appropriate permissions is mandatory for operation.
Verified SafeView Analysis
mcp-typescript-template
by nickytonline
This project provides a foundational TypeScript template for developing remote Model Context Protocol (MCP) servers with robust tooling and best practices.
This project provides a foundational TypeScript template for developing remote Model Context Protocol (MCP) servers with robust tooling and best practices.
Setup Requirements
- ⚠️Requires Node.js >= 22.18.0
Verified SafeView Analysis
newline-mcp-server
by newline53
Enables AI agents to interact with the Newline Banking API for managing synthetic accounts, transfers, customers, transactions, and other banking operations via the Model Context Protocol (MCP).
Enables AI agents to interact with the Newline Banking API for managing synthetic accounts, transfers, customers, transactions, and other banking operations via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a Newline API HMAC authentication key (`NEWLINE_HMAC_KEY`).
- ⚠️Requires a Newline program identifier (`NEWLINE_PROGRAM_ID`).
- ⚠️Requires Node.js version 18.0.0 or higher.
Verified SafeView Analysis
Flint
by create-with-swift
A server that generates 3D models in Blender and exports them as USDZ files from text prompts using an AI agent.
A server that generates 3D models in Blender and exports them as USDZ files from text prompts using an AI agent.
Setup Requirements
- ⚠️Requires macOS with Blender installed at `/Applications/Blender.app/Contents/MacOS/Blender` (or `BLENDER_PATH` set in `.env`).
- ⚠️Requires `uv` toolchain (`brew install uv`) for `uvx blender-mcp`.
- ⚠️Requires a valid Anthropic API key (`ANTHROPIC_API_KEY`) for Claude Sonnet 4.5, which is a paid service.
Verified SafeView Analysis
plotnine-mcp
by Fervoyush
A Model Context Protocol (MCP) server that brings ggplot2's grammar of graphics to Python through plotnine, enabling AI-powered data visualization via natural language.
A Model Context Protocol (MCP) server that brings ggplot2's grammar of graphics to Python through plotnine, enabling AI-powered data visualization via natural language.
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️For full functionality (Parquet and Excel support), optional dependencies (`pyarrow`, `openpyxl`) must be installed via `pip install -e ".[full]"`.
- ⚠️Requires configuration within an MCP client (e.g., Claude Desktop, Cursor, VSCode) with the full path to the `plotnine-mcp` executable or `python -m plotnine_mcp.server`.
Review RequiredView Analysis
AgentREPL.jl
by samtalki
Provides a persistent Julia REPL for AI agents via Model Context Protocol (MCP) to eliminate the Time to First X (TTFX) startup penalty.
Provides a persistent Julia REPL for AI agents via Model Context Protocol (MCP) to eliminate the Time to First X (TTFX) startup penalty.
Setup Requirements
- ⚠️Requires Julia 1.10+ installed and available in PATH.
- ⚠️Requires the AgentREPL.jl package to be installed.
- ⚠️Designed specifically for integration with Claude Code environment.
Verified SafeView Analysis
mcp
by contributte
Integrates the Multi-Capability Protocol (MCP) server SDK into Nette Framework applications, enabling web and console interfaces for managing and interacting with MCP capabilities (tools, resources, prompts).
Integrates the Multi-Capability Protocol (MCP) server SDK into Nette Framework applications, enabling web and console interfaces for managing and interacting with MCP capabilities (tools, resources, prompts).
Setup Requirements
- ⚠️Requires Nette Framework (PHP framework) for integration.
- ⚠️Requires PHP 8.4+.
- ⚠️Relies on a specific 'dev-main' commit of 'mcp/sdk', which might impact stability or future compatibility.
- ⚠️If 'file' session type is chosen, 'session.path' must be explicitly configured if Nette's 'tempDir' parameter is not available.