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Vetted Servers(8554)
MCP_SERVER_DEMO
by charanadi4u
This server acts as a tool to search for and store academic papers from arXiv, primarily for use in Retrieval-Augmented Generation (RAG) systems.
This server acts as a tool to search for and store academic papers from arXiv, primarily for use in Retrieval-Augmented Generation (RAG) systems.
Setup Requirements
- ⚠️Requires local file system access for data storage (`papers` directory).
- ⚠️Relies on the `arxiv` Python library for external paper searches.
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ap-mcp
by Hevagog
Orchestrates LLM-powered tool selection and invocation for natural language interactions with external Python functions.
Orchestrates LLM-powered tool selection and invocation for natural language interactions with external Python functions.
Setup Requirements
- ⚠️Requires Ollama to be installed and 'ollama serve' running locally.
- ⚠️Requires the Ollama model 'qwen2.5:1.5b' to be pulled (or specified via OLLAMA_MODEL).
- ⚠️Requires Python 3.12 or higher.
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quickbook-mcp
by heyibad
Provides a Model Context Protocol (MCP) server for integrating with QuickBooks Online, offering tools to manage various financial entities.
Provides a Model Context Protocol (MCP) server for integrating with QuickBooks Online, offering tools to manage various financial entities.
Setup Requirements
- ⚠️Requires a QuickBooks Developer Account with a Client ID and Client Secret.
- ⚠️Manual OAuth authentication flow is required to obtain `QUICKBOOKS_REFRESH_TOKEN` and `QUICKBOOKS_REALM_ID`, which are then saved to the `.env` file. This involves running a separate local authentication server.
- ⚠️The callback URI for the OAuth flow must be configured as `http://localhost:8000/callback` in the Intuit Developer Portal (Note: the MCP server itself runs on port 3000, so distinguish the auth redirect from the MCP endpoint).
- ⚠️Requires Node.js version 18.x or higher.
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navermap-mcp-server
by flor3z-github
Provides programmatic access to Naver Map API functionalities like geocoding, directions, static map generation, and usage tracking as a Model Context Protocol (MCP) server.
Provides programmatic access to Naver Map API functionalities like geocoding, directions, static map generation, and usage tracking as a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Naver Cloud Platform API keys (NAVER_CLIENT_ID, NAVER_CLIENT_SECRET) for all functionalities.
- ⚠️Requires additional Naver Cloud Platform API keys (NCLOUD_ACCESS_KEY, NCLOUD_SECRET_KEY) for the `navermap_get_usage` tool.
- ⚠️Requires Node.js >=20.0.0.
Verified SafeView Analysis
ocm-demo
by andreibesleaga
A web application and independent Model Context Protocol (MCP) server for searching EV charging stations using the Open Charge Map API, primarily designed for integration with AI tools.
A web application and independent Model Context Protocol (MCP) server for searching EV charging stations using the Open Charge Map API, primarily designed for integration with AI tools.
Setup Requirements
- ⚠️Requires Node.js version 18 or higher.
- ⚠️OCM_API_KEY is optional but recommended for higher Open Charge Map API rate limits.
- ⚠️Relies on the `ocm-mcp` npm package, which is executed via `npx` and incurs a process spawning overhead for each MCP command, and requires network access for initial installation.
Verified SafeView Analysis
Remote_MCP_Server_test
by Abhishek3689
Generates word scramble and number sequence puzzles via a FastMCP server.
Generates word scramble and number sequence puzzles via a FastMCP server.
Setup Requirements
- ⚠️Python 3.12+ required
Verified SafeView Analysis
mcp
by UniversalStandards
A self-expanding, intelligent Model Context Protocol (MCP) server hub that automatically discovers, installs, and provisions external tools and services for AI applications on-demand, handling request normalization and centralized credential management.
A self-expanding, intelligent Model Context Protocol (MCP) server hub that automatically discovers, installs, and provisions external tools and services for AI applications on-demand, handling request normalization and centralized credential management.
Setup Requirements
- ⚠️Requires OpenAI or Anthropic API Key (Paid Service) for AI normalization.
- ⚠️Requires GitHub Personal Access Token (`GITHUB_TOKEN`) for registry searches and GitHub API interactions. Specific permissions (repo, workflow, read:packages) are needed.
- ⚠️Critical security risk if `ENCRYPTION_KEY` and `JWT_SECRET` environment variables are not set to strong, unique values, defaulting to insecure hardcoded strings.
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TraceMind-mcp-server
by Mandark-droid
Provides AI-powered analysis tools for agent evaluation data, transforming raw evaluation data (leaderboards, traces, metrics) into actionable insights to help developers understand agent performance, debug failures, and optimize costs.
Provides AI-powered analysis tools for agent evaluation data, transforming raw evaluation data (leaderboards, traces, metrics) into actionable insights to help developers understand agent performance, debug failures, and optimize costs.
Setup Requirements
- ⚠️Requires Google Gemini API Key (free tier available with daily limits).
- ⚠️HuggingFace Token (with write permissions) is required for pushing datasets to the HuggingFace Hub; reading public datasets does not strictly require a token.
- ⚠️Interaction with datasets is restricted to repositories following the 'smoltrace-' naming convention for security.
Verified SafeView Analysis
workflowy-mcp
by rodolfo-terriquez
Connects AI assistants to Workflowy for reading, creating, updating, and managing notes and tasks.
Connects AI assistants to Workflowy for reading, creating, updating, and managing notes and tasks.
Setup Requirements
- ⚠️Requires a Neon database connection string for persistent bookmark storage.
- ⚠️Requires a Workflowy API Key obtained from beta.workflowy.com/api-reference/.
- ⚠️Client authentication requires combining the server's ACCESS_SECRET and your Workflowy API Key with a colon in the Authorization header (e.g., 'Bearer ACCESS_SECRET:WORKFLOWY_API_KEY').
- ⚠️Vercel Fluid Compute must be enabled for efficient execution.
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okx-announcements-mcp
by kukapay
Streams the latest OKX exchange announcements directly to AI agents, categorized into listings, delistings, earn programs, and Jumpstart events.
Streams the latest OKX exchange announcements directly to AI agents, categorized into listings, delistings, earn programs, and Jumpstart events.
Setup Requirements
- ⚠️Requires Node.js ≥ 18 to be installed.
- ⚠️Requires active internet access to fetch announcements from OKX API.
- ⚠️Requires an MCP client (e.g., Claude Desktop, Cursor) to run and interact with the server.
Verified SafeView Analysis
mcp-server-yt
by MarwahManan
To host and manage a custom Minecraft server, likely for YouTube content creation or community engagement.
To host and manage a custom Minecraft server, likely for YouTube content creation or community engagement.
Setup Requirements
- ⚠️Requires Java Runtime Environment (JRE) to be installed.
- ⚠️Requires specific network port forwarding (e.g., 25565) to be configured for external access.
- ⚠️Potential for high RAM usage depending on player count and installed modifications.
Review RequiredView Analysis
filesystem-mcp-server
by paskalex1
Provides a secure and feature-rich Micro-Control Plane (MCP) server for performing various filesystem operations, serving as a unified backend.
Provides a secure and feature-rich Micro-Control Plane (MCP) server for performing various filesystem operations, serving as a unified backend.
Setup Requirements
- ⚠️Requires Python 3.10 or newer.
- ⚠️Docker and `docker-compose` are the primary deployment method, especially for integration with 'Command Center'.
- ⚠️Relies on an external Docker network named `command_center_mcp-net` which must be pre-configured or created by the surrounding infrastructure.