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Vetted Servers(9120)
paiml-mcp-agent-toolkit
by paiml
Provides a high-performance Model Context Protocol (MCP) server that acts as a toolkit for AI agents, offering a comprehensive suite of tools for code analysis, refactoring, quality gates, technical debt grading, and project context generation to enable automated fixes and quality-driven development.
Provides a high-performance Model Context Protocol (MCP) server that acts as a toolkit for AI agents, offering a comprehensive suite of tools for code analysis, refactoring, quality gates, technical debt grading, and project context generation to enable automated fixes and quality-driven development.
Setup Requirements
- ⚠️Requires Rust toolchain (rustup, cargo, clippy) to be installed on the host system.
- ⚠️Relies on the 'git' command-line tool for code churn and context analysis capabilities.
- ⚠️The primary interface is via the Model Context Protocol (MCP), necessitating a compatible client for interaction.
- ⚠️Distributed consensus (async_raft) functionality is currently commented out, indicating it's not yet designed for distributed fault tolerance.
- ⚠️Some advanced features might require specific external dependencies or API keys (e.g., 'libsql' for TDG storage persistence, 'OPENAI_API_KEY' for certain semantic search/embedding features).
- ⚠️The `installer.sh` script is designed for Unix-like systems (Linux, macOS) and is not compatible with Windows.
Verified SafeView Analysis
mcp-server-youtube-transcript
by kimtaeyoon83
Provides a Model Context Protocol server to retrieve YouTube video transcripts, including language fallback, timestamps, and ad filtering.
Provides a Model Context Protocol server to retrieve YouTube video transcripts, including language fallback, timestamps, and ad filtering.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
Verified SafeView Analysis
mcpproxy-go
by smart-mcp-proxy
MCPProxy super-charges AI agents with intelligent tool discovery, massive token savings, and built-in security quarantine against malicious Model Context Protocol (MCP) servers.
MCPProxy super-charges AI agents with intelligent tool discovery, massive token savings, and built-in security quarantine against malicious Model Context Protocol (MCP) servers.
Setup Requirements
- ⚠️Docker Desktop is required for Docker Security Isolation features if using stdio servers with isolation enabled.
- ⚠️Go 1.22+ is required for building from source.
- ⚠️`mcpproxy trust-cert` command is required for full HTTPS setup and trusting the local CA certificate.
- ⚠️An API key is required for REST API access (auto-generated by default and stored in config).
Verified SafeView Analysis
AgentUp
by lukehinds
A developer-first framework for building, deploying, and managing secure, scalable, and configurable AI agents, supporting various agent types (reactive, iterative) and the Model-Context Protocol (MCP) for seamless interactions.
A developer-first framework for building, deploying, and managing secure, scalable, and configurable AI agents, supporting various agent types (reactive, iterative) and the Model-Context Protocol (MCP) for seamless interactions.
Setup Requirements
- ⚠️Requires an external AI provider API key (e.g., OpenAI, Claude, etc.), which may incur costs.
Verified SafeView Analysis
Agent-Fusion
by krokozyab
Facilitates AI coding assistants by providing intelligent local RAG for code and documents, and optionally coordinates multiple AI agents for complex tasks.
Facilitates AI coding assistants by providing intelligent local RAG for code and documents, and optionally coordinates multiple AI agents for complex tasks.
Setup Requirements
- ⚠️Requires Java Runtime Environment (JRE 17+ recommended).
- ⚠️Requires external AI coding assistants (e.g., Claude Code CLI, OpenAI Codex CLI) to connect via MCP. It does not include the LLM models itself.
- ⚠️Optional manual setup for larger/custom embedding models (download ONNX file, configure path).
- ⚠️Web dashboard listens on 0.0.0.0 by default, exposing it to the network without authentication.
Review RequiredView Analysis
plane-mcp-server
by makeplane
Provides AI agents with tools to interact with Plane APIs for project and work item management.
Provides AI agents with tools to interact with Plane APIs for project and work item management.
Setup Requirements
- ⚠️Requires Python 3.10+ and associated dependencies (handled by `uvx` if used, otherwise manual `pip install`).
- ⚠️For local `stdio` transport, `PLANE_API_KEY` and `PLANE_WORKSPACE_SLUG` environment variables are required.
- ⚠️For self-hosting `http` transport with OAuth, `PLANE_OAUTH_PROVIDER_CLIENT_ID`, `PLANE_OAUTH_PROVIDER_CLIENT_SECRET`, and `PLANE_OAUTH_PROVIDER_BASE_URL` environment variables must be configured on the server. Optional Redis host/port if using Redis for OAuth client storage.
Verified SafeView Analysis
tiger-cli
by timescale
Tiger CLI provides a Model Context Protocol (MCP) server that enables AI assistants to interact with Tiger Cloud database services, manage service lifecycles, execute SQL queries, and access documentation via proxied tools.
Tiger CLI provides a Model Context Protocol (MCP) server that enables AI assistants to interact with Tiger Cloud database services, manage service lifecycles, execute SQL queries, and access documentation via proxied tools.
Setup Requirements
- ⚠️Requires authentication via `tiger auth login` or environment variables `TIGER_PUBLIC_KEY` and `TIGER_SECRET_KEY`.
- ⚠️Database services created by MCP tools will incur costs on the Tiger Cloud platform.
- ⚠️The MCP server runs in the foreground when started with `tiger mcp start`.
- ⚠️Setting up the MCP client (e.g., AI assistant, IDE) is required after `tiger mcp install`.
Review RequiredView Analysis
ssh-mcp-server
by classfang
Bridging AI assistants to remote SSH server operations for command execution, file transfer, and server status retrieval via the Model Context Protocol (MCP).
Bridging AI assistants to remote SSH server operations for command execution, file transfer, and server status retrieval via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires valid SSH credentials (host, port, username, password or private key) for target server(s).
- ⚠️MCP configuration in the `args` array requires each command-line argument and its value to be separate elements, not combined with spaces.
- ⚠️It is strongly recommended to configure command whitelists to restrict executable commands for security.
- ⚠️Local paths for file uploads and downloads are strictly validated to be within the current working directory of the `ssh-mcp-server` process.
- ⚠️Requires Node.js runtime to execute via NPX.
Verified SafeView Analysis
minecode-mcp
by AnCarsenat
Provides AI assistants with real-time access to Minecraft data, documentation, and datapack generators for development.
Provides AI assistants with real-time access to Minecraft data, documentation, and datapack generators for development.
Setup Requirements
- ⚠️Requires an MCP client (e.g., GitHub Copilot, Claude Desktop) to connect.
- ⚠️Requires Python 3.10 or newer.
- ⚠️Relies on external internet access to Minecraft Wiki, Mojira, Spyglass MC API, and Misode data endpoints.
Verified SafeView Analysis
OpenWebIDE
by lipeiying24-sys
An AI-powered serverless cloud IDE that facilitates code development and interaction with GitHub repositories using AI agents.
An AI-powered serverless cloud IDE that facilitates code development and interaction with GitHub repositories using AI agents.
Setup Requirements
- ⚠️Requires a Cloudflare account for deployment.
- ⚠️Requires a Google Gemini API Key or an OpenAI-compatible API Key (usage may incur costs).
- ⚠️Requires a GitHub Personal Access Token (PAT) with 'repo', 'workflow', and 'read:org' scopes.
Verified SafeView Analysis
strimzi-mcp-server
by see-quick
Enables AI assistants to manage and troubleshoot Strimzi Kafka clusters and their related resources on Kubernetes via the Model Context Protocol (MCP).
Enables AI assistants to manage and troubleshoot Strimzi Kafka clusters and their related resources on Kubernetes via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Java 21+ to run.
- ⚠️Requires access to a Kubernetes cluster with Strimzi installed.
- ⚠️Needs a valid kubeconfig file configured for Kubernetes cluster access, with sufficient RBAC permissions for Strimzi resources.
Verified SafeView Analysis
mcp-k8s
by silenceper
Facilitates natural language interaction and automation for Kubernetes cluster management and Helm operations via the Model Control Protocol (MCP).
Facilitates natural language interaction and automation for Kubernetes cluster management and Helm operations via the Model Control Protocol (MCP).
Setup Requirements
- ⚠️Requires access to a Kubernetes cluster (via kubeconfig file or in-cluster configuration).
- ⚠️Docker daemon must be running if using the Docker deployment method.
- ⚠️Kubernetes resource write operations (create, update, delete) and most Helm write operations (install, upgrade, uninstall, repo add/remove) are disabled by default and must be explicitly enabled via command-line flags.