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What is The MCP Census?

The MCP Census acts as an online resource that helps developers and teams verify the integrity of Model Context Protocol (MCP) servers by validating evidence. It evaluates server listings by comparing them against various public metrics such as repository identifiers, availability of packages, health of endpoints, registry details, and announcements regarding vulnerabilities. Users can search for specific servers or submit an MCP configuration to obtain results classified as PASS, REVIEW, BLOCK, or UNKNOWN, along with explanations and supporting evidence that align with a specified policy version. This service is easily accessible via a dedicated website, REST API, and remote MCP server, allowing for seamless integration into agent workflows and ongoing integration procedures that monitor changes in configurations. Detailed setup guides are provided to assist users in connecting the service to their development tools and coding agents. It is essential to note that the MCP Census serves primarily as an initial filter for public evidence, and it should not be viewed as a malware detection tool, a means of penetration testing, or a guarantee of a server's security for operational use. Consequently, developers must grasp its intended functionality and inherent limitations to utilize it effectively. Additionally, understanding the context in which the MCP Census operates can help teams make informed decisions regarding the safety and reliability of their server environments.

What is Bitdefender AI Guardian?

Bitdefender AI Guardian is a specialized security application crafted for macOS users who engage with autonomous AI agents, making it particularly beneficial for developers and tech-savvy professionals. This application establishes a local background service paired with a command-line interface that keeps an eye on agent activities according to user-defined policies. It carefully evaluates prompts, tool calls, MCP servers, installed skills, and file access, enabling users to allow, flag, or block specific actions. Moreover, it offers capabilities to scrutinize skills and MCP servers, protect credential paths from agents, and maintain a secure, encrypted local audit log to record decisions for future reference. Users can also opt to receive discreet alerts through their preferred chat platforms. In its beta stage, AI Guardian supports platforms like Claude Code, OpenClaw, and Hermes Agent and is available for free on macOS, with intentions to extend support to other operating systems down the line. This tool is specifically intended to bolster control over agent actions rather than substitute existing AI models, agent frameworks, or conventional antivirus software, thereby ensuring a holistic approach to security management. Ultimately, Bitdefender AI Guardian aims to empower users with enhanced oversight while fostering a safer environment for AI interactions.

Media

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Media

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Integrations Supported

Model Context Protocol (MCP)
GitHub Actions

Integrations Supported

Model Context Protocol (MCP)
Claude Code
Hermes Agent
OpenClaw

API Availability

Has API

API Availability

Pricing Information

$0
The no-account tier allows 10 lookups per day. A free account includes 1,000 credits per month. Builder costs $19/month, and Team costs $49/month. One-time credit packs cost $9 for 1,000 credits.
Free Version

Pricing Information

$0
Free during the public beta; Bitdefender says early adopters will remain free afterward.
Free Version

Supported Platforms

SaaS

Supported Platforms

Mac

Customer Service / Support

Not specified

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

MCP Census

Company Location

Australia

Company Website

mcpcensus.com

Company Facts

Organization Name

Bitdefender

Date Founded

2001

Company Location

Romania

Company Website

ai.bitdefender.com/ai-guardian

Categories and Features

AI Agent Security

Not specified

Categories and Features

AI Agent Security

Not specified

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