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Vetted Servers(8554)
MCP-servers
by AyushSingh7404
A Model Context Protocol (MCP) server that enables interaction with Twitter, including posting tweets and searching Twitter content, potentially leveraging AI models.
A Model Context Protocol (MCP) server that enables interaction with Twitter, including posting tweets and searching Twitter content, potentially leveraging AI models.
Setup Requirements
- ⚠️Requires Node.js 18+ runtime environment.
- ⚠️Requires Twitter API credentials (e.g., TWITTER_APP_KEY, TWITTER_APP_SECRET, TWITTER_ACCESS_TOKEN, TWITTER_ACCESS_SECRET, TWITTER_BEARER_TOKEN) configured via a .env file.
- ⚠️May require API keys for AI model providers (e.g., OPENAI_API_KEY, ANTHROPIC_API_KEY) if the MCP server's functionality involves calling these models.
Verified SafeView Analysis
bear-mcp-server
by callme-DP
Transforms Bear Notes into a 'second brain' personal knowledge analysis system, supporting semantic retrieval, topic clustering, tag drift analysis, PARA tracking, and visualization with AI capabilities.
Transforms Bear Notes into a 'second brain' personal knowledge analysis system, supporting semantic retrieval, topic clustering, tag drift analysis, PARA tracking, and visualization with AI capabilities.
Setup Requirements
- ⚠️Requires Bear Notes app (macOS/iOS) for data source.
- ⚠️Requires a locally running Ollama server with 'qwen2.5:7b' (or specified model) for advanced LLM features (summarization, concept extraction in graph exports).
- ⚠️Requires a mixed Node.js/Python environment with specific dependencies (e.g., umap-learn, scikit-learn, plotly, neo4j driver, sentence-transformers) for full functionality like visualization and Neo4j import.
- ⚠️Initial setup involves large model downloads for embeddings (Xenova/all-MiniLM-L6-v2) and potentially summarization.
Verified SafeView Analysis
mcp-server
by econo21c
An MCP (Multi-tool Communication Protocol) server exposing basic arithmetic operations as callable tools.
An MCP (Multi-tool Communication Protocol) server exposing basic arithmetic operations as callable tools.
Setup Requirements
- ⚠️Python 3 required
- ⚠️fastmcp library required
- ⚠️Docker required for containerized deployment
Verified SafeView Analysis
mcp-for-coloraid
by M-Asan0
A minimal MCP server for Cursor to safely inspect project files and structure for the Coloraid project during debugging.
A minimal MCP server for Cursor to safely inspect project files and structure for the Coloraid project during debugging.
Setup Requirements
- ⚠️Docker required for building and running the server image.
- ⚠️Manual MCP configuration required in Cursor's `mcp.json` file and enabling in settings.
- ⚠️Requires the host Coloraid project directory to be explicitly mounted into the Docker container.
- ⚠️WSL integration is presented as the primary setup for Windows users, adding an extra layer of configuration.
Verified SafeView Analysis
anju
by MontoyaAndres
A monorepo platform for developing and managing AI agents through the Model Context Protocol (MCP), alongside a web frontend and a backend API for user, organization, and project management.
A monorepo platform for developing and managing AI agents through the Model Context Protocol (MCP), alongside a web frontend and a backend API for user, organization, and project management.
Setup Requirements
- ⚠️Requires a PostgreSQL database connection string (DATABASE_URL) for `@anju/db`.
- ⚠️Designed for deployment on Cloudflare Workers, requiring a Cloudflare account and Hyperdrive setup for database connectivity.
- ⚠️Needs comprehensive environment variable configuration (e.g., JWT_SECRET, GOOGLE_CLIENT_ID/SECRET, API/WEB/MCP URLs) in a `.env` file at the monorepo root.
Verified SafeView Analysis
MCP-server
by blazkrzisnik
Exposes employee and salary data from a Supabase database via a Model Context Protocol (MCP) server, designed for deployment on Vercel.
Exposes employee and salary data from a Supabase database via a Model Context Protocol (MCP) server, designed for deployment on Vercel.
Setup Requirements
- ⚠️Requires an existing Supabase project with 'employees' and 'salaries' tables configured.
- ⚠️Requires `SUPABASE_URL` and `SUPABASE_KEY` environment variables.
- ⚠️Primarily designed for deployment on Vercel, requiring Vercel CLI for local development.
Verified SafeView Analysis
MCP-Server-And-LangGraph-Agent
by AmirHashmi017
An agent-based, multi-system AI platform designed to automate research discovery, intelligence analysis, and business proposal generation using LangGraph workflows.
An agent-based, multi-system AI platform designed to automate research discovery, intelligence analysis, and business proposal generation using LangGraph workflows.
Setup Requirements
- ⚠️Requires a running MongoDB instance for user and research data persistence.
- ⚠️Requires 'GOOGLE_API_KEY' configured for LLM interaction (Gemini Flash model is used).
- ⚠️Relies heavily on four external microservices (Volvox, Smart Research, Innoscope, Kickstart) that must be deployed and accessible, with their URLs configured via environment variables.
Review RequiredView Analysis
testenv-vm
by alexandremahdhaoui
Provisions virtual machines, networks, and SSH keys for end-to-end infrastructure testing, solving the gap for systems requiring actual VMs rather than containers.
Provisions virtual machines, networks, and SSH keys for end-to-end infrastructure testing, solving the gap for systems requiring actual VMs rather than containers.
Setup Requirements
- ⚠️Requires Linux (Windows/macOS not supported for libvirt/QEMU providers).
- ⚠️Requires installation of virtualization dependencies (libvirt 6.0+, QEMU/KVM 6.0+, qemu-img, genisoimage/mkisofs/xorriso) on the host machine.
- ⚠️Requires appropriate user permissions (e.g., membership in 'libvirt' and 'kvm' groups, or sudo access) for resource provisioning and network bridge creation.
Verified SafeView Analysis
ainative-strapi-mcp-server
by AINative-Studio
Manages and publishes blog posts, tutorials, and events in Strapi CMS through an AI assistant using natural language.
Manages and publishes blog posts, tutorials, and events in Strapi CMS through an AI assistant using natural language.
Setup Requirements
- ⚠️Requires a running Strapi CMS instance, accessible via `STRAPI_URL`.
- ⚠️Requires authentication with Strapi, either via `STRAPI_API_TOKEN` or a combination of `STRAPI_ADMIN_EMAIL` and `STRAPI_ADMIN_PASSWORD`.
- ⚠️Designed for interaction with an MCP (Model Context Protocol) compatible AI assistant.
Verified SafeView Analysis
sweet-bnf
by ukicar
Provides a Model Context Protocol (MCP) server to access and retrieve data from the Gallica digital library of the Bibliothèque nationale de France (BnF) via search tools and extended item-specific functions.
Provides a Model Context Protocol (MCP) server to access and retrieve data from the Gallica digital library of the Bibliothèque nationale de France (BnF) via search tools and extended item-specific functions.
Verified SafeView Analysis
mcp-lubrication
by Atomic-Germ
This project specifies an MCP server and API to help agentic models and automation log, track, and resolve sources of friction in developer workflows.
This project specifies an MCP server and API to help agentic models and automation log, track, and resolve sources of friction in developer workflows.
Setup Requirements
- ⚠️The project is currently in the design/specification phase, meaning no functional server implementation exists yet.
- ⚠️Requires Node.js 18+ and pnpm for development and eventual runtime.
- ⚠️A database (SQLite for development, PostgreSQL for production) and a `JWT_SECRET` environment variable are required for a functional deployment.
Verified SafeView Analysis
cloud-cost-mcp
by jasonwilbur
A multi-cloud pricing comparison server for AWS, Azure, GCP, and OCI, enabling users to compare compute, storage, egress, and Kubernetes costs with natural language queries and calculate workload estimates.
A multi-cloud pricing comparison server for AWS, Azure, GCP, and OCI, enabling users to compare compute, storage, egress, and Kubernetes costs with natural language queries and calculate workload estimates.
Setup Requirements
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Relies on external public pricing APIs which may be subject to availability, rate limits, or changes in API structure.