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Vetted Servers(9120)
zeromcp
by mrexodia
A minimal, pure Python Model Context Protocol (MCP) server for exposing tools, resources, and prompts via HTTP/SSE and Stdio transports.
A minimal, pure Python Model Context Protocol (MCP) server for exposing tools, resources, and prompts via HTTP/SSE and Stdio transports.
Setup Requirements
- ⚠️Requires Python 3.11 or newer.
- ⚠️Basic Python knowledge is needed to define and register functions as tools, resources, or prompts.
- ⚠️For HTTP transport, a free port must be available.
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mcp-language-server
by isaacphi
Serves as an MCP (Model Context Protocol) gateway, enabling LLMs to interact with Language Servers (LSPs) for codebase navigation, semantic analysis, and code editing operations.
Serves as an MCP (Model Context Protocol) gateway, enabling LLMs to interact with Language Servers (LSPs) for codebase navigation, semantic analysis, and code editing operations.
Setup Requirements
- ⚠️Requires a separate Language Server (e.g., gopls, rust-analyzer, pyright, typescript-language-server, clangd) to be installed and available in the system's PATH.
- ⚠️C/C++ (clangd) language server requires pre-generation of 'compile_commands.json' for the workspace.
- ⚠️Requires manual configuration within an MCP client (e.g., Claude Desktop) to specify the workspace directory and LSP command.
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agentx
by agentsdance
A unified CLI tool for managing MCP (Model Context Protocol) servers and skills across multiple AI coding agents like Claude Code, Codex, Cursor, Gemini CLI, and OpenCode.
A unified CLI tool for managing MCP (Model Context Protocol) servers and skills across multiple AI coding agents like Claude Code, Codex, Cursor, Gemini CLI, and OpenCode.
Setup Requirements
- ⚠️Go 1.25+ required for building from source.
- ⚠️Node.js with npm required for MCP server execution (via npx).
- ⚠️Git required for cloning skill and plugin repositories.
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flow-like
by TM9657
Flow-Like is a visual workflow automation platform that focuses on building AI-powered workflows, data integration, and business process automation with transparency and type safety.
Flow-Like is a visual workflow automation platform that focuses on building AI-powered workflows, data integration, and business process automation with transparency and type safety.
Setup Requirements
- ⚠️Building from source requires Rust, Bun, Tauri, and Protobuf to be installed.
- ⚠️The model evaluator (Python component) requires Python dependencies like `requests`, `huggingface-hub`, `pandas`, `pyarrow`.
- ⚠️Full AI functionality for local models might require a local Ollama instance running.
- ⚠️Many AI model providers (e.g., OpenRouter, OpenAI) require paid API keys for their services.
- ⚠️Self-hosting a full backend requires significant infrastructure setup, including PostgreSQL, S3-compatible object storage, and potentially Redis, Docker, or Kubernetes.
Verified SafeView Analysis
google-calendar-streamable-mcp-server
by iceener
Manages Google Calendar events, checks availability, and schedules meetings via the Model Context Protocol (MCP) using OAuth 2.1.
Manages Google Calendar events, checks availability, and schedules meetings via the Model Context Protocol (MCP) using OAuth 2.1.
Setup Requirements
- ⚠️Requires a Google Cloud Project with the Calendar API enabled and OAuth 2.0 credentials configured (Client ID, Client Secret, redirect URIs).
- ⚠️Requires explicit configuration of `OAUTH_REDIRECT_URI` and `OAUTH_REDIRECT_ALLOWLIST` in both the server's environment and the Google Cloud OAuth client settings to avoid redirect_uri_mismatch errors.
- ⚠️For secure token storage, a 32-byte base64url encryption key must be provided via `RS_TOKENS_ENC_KEY` (Node.js) or `TOKENS_ENC_KEY` (Cloudflare Worker). Without it, OAuth tokens are stored unencrypted.
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cocos-mcp-server
by DaxianLee
Enables AI assistants to interact with the Cocos Creator editor through a Model Context Protocol (MCP) server, providing control over scene, node, component, asset, and project operations.
Enables AI assistants to interact with the Cocos Creator editor through a Model Context Protocol (MCP) server, providing control over scene, node, component, asset, and project operations.
Setup Requirements
- ⚠️Requires Cocos Creator 3.8.6+ to be installed and running.
- ⚠️Manual installation involves copying files to the `extensions` directory, running `npm install`, and `npm run build` within the plugin folder.
- ⚠️The plugin must be enabled and the server started manually from within the Cocos Creator editor's extension panel.
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ai-counsel
by blueman82
Enables multi-model AI deliberations to reach true consensus through iterative debate and refine positions across multiple rounds, supporting evidence-based decision-making with historical memory.
Enables multi-model AI deliberations to reach true consensus through iterative debate and refine positions across multiple rounds, supporting evidence-based decision-making with historical memory.
Setup Requirements
- ⚠️Requires Python 3.11+.
- ⚠️Requires at least one AI CLI tool (e.g., Claude, Codex) or local LLM runtime (e.g., Ollama, LM Studio) or cloud API key (e.g., OpenRouter, OpenAI) to function.
- ⚠️Local models (Ollama, LM Studio) require 7B-8B+ parameters for reliable structured output and vote formatting.
- ⚠️Configuration in `config.yaml` is critical for model adapters and features like decision graph memory and early stopping.
- ⚠️Setting `working_directory` is crucial for tools to access user files securely; without it, requests will fail validation.
- ⚠️The Codex adapter has a known limitation where it can access files outside the `working_directory` parameter due to a lack of true isolation, posing a security risk.
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claude-in-mobile
by AlexGladkov
Provides a unified API to automate UI interactions and controls on Android devices (via ADB), iOS Simulators (via simctl), and Desktop applications (Compose Multiplatform) using natural language commands from an AI agent like Claude.
Provides a unified API to automate UI interactions and controls on Android devices (via ADB), iOS Simulators (via simctl), and Desktop applications (Compose Multiplatform) using natural language commands from an AI agent like Claude.
Setup Requirements
- ⚠️Requires ADB (Android Debug Bridge) installed and in PATH for Android automation.
- ⚠️Requires macOS with Xcode installed and an iOS Simulator for iOS automation.
- ⚠️Requires macOS (Windows/Linux support planned) and JDK 17+ for building and running the Desktop companion app. Desktop automation also requires accessibility permissions on macOS.
- ⚠️The desktop companion app needs to be built (`npm run build:desktop` or `npm run build:all`) prior to use.
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sentry-mcp
by getsentry
A middleware server designed to optimize Sentry API access for human-in-the-loop coding agents, focusing on developer workflows and debugging use cases.
A middleware server designed to optimize Sentry API access for human-in-the-loop coding agents, focusing on developer workflows and debugging use cases.
Setup Requirements
- ⚠️Requires OpenAI API Key for AI-powered search tools (search_events, search_issues).
- ⚠️Requires a Sentry User Auth Token with specific scopes (org:read, project:read/write, team:read/write, event:write) for the `stdio` transport mode.
- ⚠️For local development of the remote server, requires creating a Sentry OAuth Application to obtain a Client ID and Secret, and generating a `COOKIE_SECRET`.
Verified SafeView Analysis
docfork
by docfork
Provides live-synced, context-aware, and version-accurate documentation to AI models, preventing hallucinations and context bloat for developer tasks.
Provides live-synced, context-aware, and version-accurate documentation to AI models, preventing hallucinations and context bloat for developer tasks.
Setup Requirements
- ⚠️Requires a Docfork API Key (free tier available, paid tiers for higher usage/features).
- ⚠️Relies on an external Docfork API (`https://api.docfork.com/v1`) for documentation content, requiring internet connectivity.
- ⚠️Requires Node.js >=18 and pnpm >=9 for local development/installation.
Verified SafeView Analysis
claude-code-mcp
by steipete
Acts as an MCP server to enable LLMs to run Claude Code CLI in one-shot mode, bypassing permissions for complex coding, file system, Git, and terminal operations.
Acts as an MCP server to enable LLMs to run Claude Code CLI in one-shot mode, bypassing permissions for complex coding, file system, Git, and terminal operations.
Setup Requirements
- ⚠️Requires Node.js v20 or later.
- ⚠️Requires Claude CLI to be installed globally.
- ⚠️A crucial one-time setup is required: run the Claude CLI manually with '--dangerously-skip-permissions', log in, and accept its terms for non-interactive use.
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ukrainian-stats-mcp-server
by VladyslavMykhailyshyn
Provides AI models with structured access to Ukrainian statistical data from the State Statistics Service of Ukraine via their SDMX API v3, including comprehensive metadata and flexible data retrieval.
Provides AI models with structured access to Ukrainian statistical data from the State Statistics Service of Ukraine via their SDMX API v3, including comprehensive metadata and flexible data retrieval.
Setup Requirements
- ⚠️Requires Node.js 18 or higher.
- ⚠️Requires manual configuration in Claude Desktop's `claude_desktop_config.json`.
- ⚠️Requires internet connectivity to `https://stat.gov.ua` to fetch data.