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Vetted Servers(8554)
tracium
by r1chard-lyu
Exposes Linux tracing and debugging capabilities (e.g., eBPF, bpftrace, perf, ftrace, syscall tracing) to LLMs and autonomous agents for observability, profiling, and debugging.
Exposes Linux tracing and debugging capabilities (e.g., eBPF, bpftrace, perf, ftrace, syscall tracing) to LLMs and autonomous agents for observability, profiling, and debugging.
Setup Requirements
- ⚠️Requires `bpftrace`, `perf`, `strace`, and `trace-cmd` (or equivalent ftrace wrapper) to be installed on the Linux system.
- ⚠️Requires running `sudo ./setup.sh` to configure passwordless `sudo` for `bpftrace`, which is a significant security risk for production environments and should only be used in development.
- ⚠️Requires Python dependencies, including `fastmcp`, to be installed via `pip install -r requirements.txt`.
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babylon-mcp
by immersiveidea
Provides AI agents with semantic search access to Babylon.js documentation, API references, and source code, acting as a canonical information source to reduce AI model token usage and improve accuracy.
Provides AI agents with semantic search access to Babylon.js documentation, API references, and source code, acting as a canonical information source to reduce AI model token usage and improve accuracy.
Setup Requirements
- ⚠️Requires initial data indexing (~30-45 minutes, ~2GB disk space) by running `npm run clone:repos` and `npm run index:all`.
- ⚠️Alpine Linux environments require an additional setup step (`npm run alpine:setup`) after `npm install` for WASM backend compatibility with Transformers.js.
- ⚠️Claude Code CLI integration currently only works via direct `/mcp <url>` command and not through `~/.claude/config.json`.
- ⚠️If New Relic monitoring is active (default setup), `NEW_RELIC_LICENSE_KEY` and `NEW_RELIC_APP_NAME` environment variables are required.
Verified SafeView Analysis
autosteer
by apothegmatic-whiskfern276
A desktop application for managing local Git worktrees and integrating with Claude AI for code-related tasks, providing an enhanced development environment.
A desktop application for managing local Git worktrees and integrating with Claude AI for code-related tasks, providing an enhanced development environment.
Setup Requirements
- ⚠️Requires an Anthropic API Key (Paid service for Claude AI access).
- ⚠️Requires a local Git installation for version control operations.
- ⚠️May require the Claude CLI (`claude` executable) to be installed and available in the system PATH for some advanced agent commands (e.g., /compact).
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llama-api
by MuscleGear5
A local LLM API server for chat completions, tool calling, vision, embeddings, and audio transcription, integrated with developer tools.
A local LLM API server for chat completions, tool calling, vision, embeddings, and audio transcription, integrated with developer tools.
Setup Requirements
- ⚠️Requires local GGUF models for LLM inference (e.g., Qwen3-1.7B-UD-Q6_K.gguf) to be present in the configured models directory (e.g., /mnt/storage/.llama-cpp/models).
- ⚠️Optimal performance relies on GPU acceleration for llama.cpp, meaning a compatible NVIDIA GPU and drivers are highly recommended, especially when running via Docker Compose.
- ⚠️Requires Python 3.11+.
- ⚠️Docker Compose production setup (docker-compose.prod.yml) expects specific volume mounts for models, sessions, Redis, Prometheus, Grafana, Loki, and Whisper cache, which need to be configured on the host machine.
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semantic-integration-engine
by asami
A hybrid semantic and vector retrieval engine that integrates knowledge graphs and embedding models to provide RAG capabilities via REST and MCP APIs for AI agents.
A hybrid semantic and vector retrieval engine that integrates knowledge graphs and embedding models to provide RAG capabilities via REST and MCP APIs for AI agents.
Setup Requirements
- ⚠️Requires Docker to run external dependencies (Fuseki, sie-embedding).
- ⚠️Requires an OpenAI API Key if configured to use OpenAI for embeddings.
- ⚠️For local development, an `sbt` installation and JVM are required to run SIE outside of Docker.
Verified SafeView Analysis
MCP-server-AppleScript-wrapper
by aredigg
This program dynamically generates Python wrappers and a FastMCP server for macOS applications, enabling LLM interaction with native app functionalities via AppleScript.
This program dynamically generates Python wrappers and a FastMCP server for macOS applications, enabling LLM interaction with native app functionalities via AppleScript.
Setup Requirements
- ⚠️Requires macOS
- ⚠️Python 3.10+
- ⚠️Requires `fastmcp` Python package (for server usage)
- ⚠️Requires user permission to control macOS applications via AppleScript
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MCP-server
by zarqa640
A server application designed to host and manage custom Minecraft game instances, potentially supporting modding and multiplayer interactions.
A server application designed to host and manage custom Minecraft game instances, potentially supporting modding and multiplayer interactions.
Setup Requirements
- ⚠️Requires Java Runtime Environment (JRE) to be installed.
- ⚠️Requires an open network port (default 25565 for Minecraft) and appropriate firewall rules.
- ⚠️Requires manual configuration of server properties files.
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mcpm
by spre-sre
A CLI tool for developers to install, manage, and register Model Context Protocol (MCP) servers with Claude Code and Gemini CLI.
A CLI tool for developers to install, manage, and register Model Context Protocol (MCP) servers with Claude Code and Gemini CLI.
Setup Requirements
- ⚠️Requires Go 1.23+ to build from source.
- ⚠️Requires Git to clone repositories for installation.
- ⚠️Requires Node.js/npm, Python 3, and/or Go runtime environments on the host machine if installing servers of those types.
- ⚠️Requires Claude Code CLI and/or Gemini CLI to register installed MCP servers with those clients.
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az-mcp-tf
by franco-gh
Deploys the terraform-mcp-server to Azure Container Apps, providing an interface for Terraform interaction compatible with clients like GitHub Copilot Chat.
Deploys the terraform-mcp-server to Azure Container Apps, providing an interface for Terraform interaction compatible with clients like GitHub Copilot Chat.
Setup Requirements
- ⚠️Requires Terraform and Azure CLI installation and configuration.
- ⚠️Requires Azure subscription with Contributor access and ability to create RBAC role assignments.
- ⚠️Requires specific GitHub Secrets and Variables for automated CI/CD deployment via GitHub Actions and Terraform Cloud.
- ⚠️Potential Key Vault naming conflicts requiring manual purging of soft-deleted vaults.
Verified SafeView Analysis
mcp-notes-connector
by AnotherStream
Implements a Model Context Protocol (MCP) server to integrate with the Evernote API, allowing MCP clients (like AI agents) to access and manage Evernote notes and notebooks.
Implements a Model Context Protocol (MCP) server to integrate with the Evernote API, allowing MCP clients (like AI agents) to access and manage Evernote notes and notebooks.
Setup Requirements
- ⚠️Requires an Evernote Developer Token (needs registration on dev.evernote.com)
- ⚠️Requires Python 3.10 or higher
- ⚠️Testing is strongly recommended in the Evernote Sandbox environment to avoid affecting real data
Verified SafeView Analysis
enhanced-it-helpdesk-mcp-server
by BharatDeepanTR
An AI-powered IT Helpdesk for Thomson Reuters employees, integrating real TR service desk resources and Claude AI for enhanced support.
An AI-powered IT Helpdesk for Thomson Reuters employees, integrating real TR service desk resources and Claude AI for enhanced support.
Setup Requirements
- ⚠️Requires access to a specific AWS account (818565325759) with the pre-existing IAM role 'a208194-askjulius-agentcore-gateway' and Lambda function 'a208194-it-helpdesk-enhanced-mcp-server' already configured.
- ⚠️Deployment script (`deploy-enhanced-mcp-cloudshell.sh`) is optimized for AWS CloudShell, although it might run in other environments.
- ⚠️The Lambda runtime is explicitly set to Python 3.9 in the deployment script, conflicting with the Python 3.14 mentioned in the README. Python 3.9 compatibility is required for the Lambda function code.
Verified SafeView Analysis
community-tl-mcp-server
by liquid1982
Provides read-only access to the TrustLayer API via the Model Context Protocol (MCP) for integration with AI clients and other MCP-compatible tools.
Provides read-only access to the TrustLayer API via the Model Context Protocol (MCP) for integration with AI clients and other MCP-compatible tools.
Setup Requirements
- ⚠️Requires Python 3.11+
- ⚠️Requires a valid TrustLayer API token for authentication