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Vetted Servers(8554)
critique-mcp
by mrorigo
Implements an Iterative Verification-First (Iter-VF) reasoning workflow as an MCP server to enhance LLM consistency by offloading sampling to a host.
Implements an Iterative Verification-First (Iter-VF) reasoning workflow as an MCP server to enhance LLM consistency by offloading sampling to a host.
Setup Requirements
- ⚠️Requires an external Model Context Protocol (MCP) Host/Client running and connected (e.g., via STDIO) to provide actual LLM sampling capabilities.
- ⚠️Requires a Node.js runtime (>=18.0.0 is recommended based on package dependencies).
- ⚠️Requires `ts-node` for running in development mode (`npm run dev`).
Verified SafeView Analysis
mcp-browser-kit
by ndthanhdev
Enables AI assistants to interact with local browsers by providing tools for browser automation and content extraction.
Enables AI assistants to interact with local browsers by providing tools for browser automation and content extraction.
Setup Requirements
- ⚠️Requires an MCP (Model Context Protocol) Client to interact with the server.
- ⚠️Requires manual download and installation of a specific browser extension (M2 or M3 build) into your browser.
- ⚠️Lacks authentication for incoming requests; requires strict network isolation (ports 2769-2799, 59089 must be local-only) to prevent unauthorized access.
- ⚠️Alpha stage software; developers recommend using a separate browser profile or dedicated browser instance to prevent sensitive data exposure.
- ⚠️Requires Node.js version 22.14.0 or higher and Yarn package manager version 4.10.3 or higher.
Review RequiredView Analysis
Dida365MCP
by evalor
This server integrates Dida365 (TickTick) task management capabilities, allowing an AI agent to create, read, update, and delete tasks and projects via the Model Context Protocol (MCP).
This server integrates Dida365 (TickTick) task management capabilities, allowing an AI agent to create, read, update, and delete tasks and projects via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires OAuth2 credentials (Client ID and Client Secret) from Dida365/TickTick developer portal.
- ⚠️The OAuth Redirect URI must be precisely `http://localhost:8521/callback` and hardcoded on the Dida365 developer site.
- ⚠️Requires Node.js 16+ and TypeScript 5.0+ runtime environment.
Verified SafeView Analysis
gcp-cost-mcp-server
by nozomi-koborinai
Provides AI assistants with tools to estimate Google Cloud running costs by interacting with the Cloud Billing Catalog API and dynamically fetching free tier information.
Provides AI assistants with tools to estimate Google Cloud running costs by interacting with the Cloud Billing Catalog API and dynamically fetching free tier information.
Setup Requirements
- ⚠️Requires Google Cloud SDK (`gcloud`) to be installed and Application Default Credentials configured via `gcloud auth application-default login`.
- ⚠️Requires Go 1.21+ to build from source.
- ⚠️macOS users downloading pre-built binaries must remove the quarantine attribute with `xattr -d com.apple.quarantine`.
Verified SafeView Analysis
docspace-mcp
by ONLYOFFICE
The DocSpace MCP server provides an interface for AI clients to interact with an ONLYOFFICE DocSpace collaborative platform, enabling file management, folder operations, room management, and user interaction through a Model Context Protocol.
The DocSpace MCP server provides an interface for AI clients to interact with an ONLYOFFICE DocSpace collaborative platform, enabling file management, folder operations, room management, and user interaction through a Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js 18+ environment.
- ⚠️Requires an existing ONLYOFFICE DocSpace instance with API access, configured via environment variables (e.g., DOCSPACE_API_BASE_URL, authentication credentials).
- ⚠️Relies on pnpm for package management; other package managers might cause issues due to pnpm-lock.yaml.
Verified SafeView Analysis
dotfiles
by atxtechbro
An AI agent orchestration infrastructure designed for 100x developer throughput, managing tasks and projects through a modular and reproducible development environment.
An AI agent orchestration infrastructure designed for 100x developer throughput, managing tasks and projects through a modular and reproducible development environment.
Setup Requirements
- ⚠️Requires GitHub CLI authentication (`gh auth login`) to enable core GitHub integration and token export.
- ⚠️Requires manual editing of `~/.bash_secrets` to add sensitive API keys (e.g., `BRAVE_API_KEY`) after initial setup.
- ⚠️Relies heavily on Node.js/NPM (managed via NVM) and Python (with `uv` and `debugpy`) for various AI tools and utilities.
- ⚠️On macOS, an iTerm2 restart is required for programmatically applied preferences to take effect.
Verified SafeView Analysis
mcp-playground
by emergent-lab
A web-based developer tool for testing, inspecting, and debugging Model Context Protocol (MCP) servers, supporting OAuth integration, request logging, and interactive execution of tools, resources, and prompts.
A web-based developer tool for testing, inspecting, and debugging Model Context Protocol (MCP) servers, supporting OAuth integration, request logging, and interactive execution of tools, resources, and prompts.
Setup Requirements
- ⚠️Requires Node.js v18 or higher, pnpm v10 or higher, and Docker v20 or higher.
- ⚠️A PostgreSQL 17 database is required, typically run via Docker Compose.
- ⚠️Multiple environment variables are mandatory, including `DATABASE_URL`, `BETTER_AUTH_SECRET`, `BETTER_AUTH_URL`, and `ENCRYPTION_KEY` (a 64-character hex string generated with `openssl rand -hex 32`). GitHub OAuth and Resend API keys are also required for full authentication features.
Verified SafeView Analysis
sqlite-mcp
by StacklokLabs
A Model Context Protocol (MCP) server that enables LLMs to interact with SQLite databases by providing tools and resources for querying and managing data.
A Model Context Protocol (MCP) server that enables LLMs to interact with SQLite databases by providing tools and resources for querying and managing data.
Setup Requirements
- ⚠️Requires Go 1.21 or later
- ⚠️Requires an existing SQLite database file or uses an in-memory database
Review RequiredView Analysis
mcp-contrast
by Contrast-Security-OSS
This server acts as a Microservice Chassis Platform (MCP) host, providing AI agents with a set of tools to interact with the Contrast Security platform. It enables querying and managing application security data, including vulnerabilities, attacks, SAST results, software composition analysis (SCA), and route coverage.
This server acts as a Microservice Chassis Platform (MCP) host, providing AI agents with a set of tools to interact with the Contrast Security platform. It enables querying and managing application security data, including vulnerabilities, attacks, SAST results, software composition analysis (SCA), and route coverage.
Setup Requirements
- ⚠️Requires Contrast Security platform credentials (CONTRAST_HOST_NAME, CONTRAST_API_KEY, CONTRAST_SERVICE_KEY, CONTRAST_USERNAME, CONTRAST_ORG_ID), which typically means a paid Contrast Security account.
- ⚠️Requires Java 17+ for JAR deployment; Docker is recommended for simpler deployment.
- ⚠️The 'get_scan_results' tool is deprecated and may return very large SARIF JSON, potentially exceeding AI context limits.
Verified SafeView Analysis
mcp-client-laravel
by RedberryProducts
Laravel-native client for interacting with Model Context Protocol (MCP) servers to discover and call tools, and access resources for AI agents.
Laravel-native client for interacting with Model Context Protocol (MCP) servers to discover and call tools, and access resources for AI agents.
Setup Requirements
- ⚠️STDIO transporter does not work when the Laravel project is running with `php artisan serve`.
- ⚠️Using the STDIO transporter (e.g., with 'npx' commands) may require a Node.js/NPM environment on the server running the Laravel application.
- ⚠️Requires PHP 8.3 or 8.4 and Laravel 10.x, 11.x, or 12.x.
Verified SafeView Analysis
ibm-content-services-mcp-server
by ibm-ecm
Provides a standardized interface to enable AI models to interact with IBM FileNet Content Manager (FNCM) for document, folder, and metadata management.
Provides a standardized interface to enable AI models to interact with IBM FileNet Content Manager (FNCM) for document, folder, and metadata management.
Setup Requirements
- ⚠️Requires Python 3.13+ and 'uv' package manager.
- ⚠️Requires access to an IBM FileNet Content Platform Engine (CPE) with Content Services GraphQL API (CS-GQL) installed.
- ⚠️Requires 'Persistent Text Extract Add-on' in FileNet for 'get_document_text_extract' functionality.
- ⚠️Known compatibility issues with Watson Orchestrate, including limitations with complex Pydantic inputs for some tools.
Review RequiredView Analysis
clickup-mcp-server
by rubenaguir
Integrate AI-powered clients with ClickUp's task management system via the Model Context Protocol (MCP) to manage tasks and lists.
Integrate AI-powered clients with ClickUp's task management system via the Model Context Protocol (MCP) to manage tasks and lists.
Setup Requirements
- ⚠️Requires a ClickUp API Access Token, which needs to be generated manually from ClickUp account settings or obtained using the provided OAuth helper script (which in turn requires ClickUp client credentials).
- ⚠️Requires Node.js and npm/yarn installed to install dependencies and run the server.
- ⚠️The project must be built using `npm run build` before the server can be run.