๐ Trust Leaderboard
The most trusted AI agent capabilities, ranked by trust score across 24 categories.
5,850
Capabilities
61
Avg Trust
16%
Safe Rated
Automated Bod 25 01 Cisa Microsoft Policies Mcp
๐ป Development
Alexei Led Aws
๐ป Development
Aws
โ๏ธ Cloud & Infrastructure
Aws Customer Playbook Advisor
Provides real-time AWS security guidance by fetching official security playbooks from the AWS Customer Playbook Framewor
Aws Pricing
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.
Aws Ses
Send emails using AWS Simple Email Service (SES). Supports plain text, HTML, CC, BCC, reply-to, and email scheduling.
Aws Sso
Interact with AWS resources using Single Sign-On (SSO). Supports SSO login, listing accounts/roles, and executing AWS CL
Basemcpserver
A minimal, containerized base for building MCP servers with the Python SDK, featuring a standardized Docker image and lo
Bedrock Kb Retrieval
Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.
Cdk
Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS
Cost Analysis
Analyze CDK projects to identify AWS services used and get pricing information from AWS pricing webpages and API.
Deployment Aws
A guide and example code for deploying MCP servers cost-effectively on AWS and integrating them with AI agent frameworks
Fal Openai Image1
A server for the Fal.ai text-to-image API, powered by OpenAI's image model. Requires Fal.ai and OpenAI API keys.
Go Google
(MCP) server for Google Workspace. Drive, Gmail, Calendar, Sheets, Docs, Tasks and People via AI agents.
Google Ads
MCP server acting as an interface to the Google Ads, enabling programmatic access to Google Ads data and management feat
Google Ads Mcp V20
Provides full access to the Google Ads API v20. Requires OAuth2 or Service Account credentials for configuration.
Google Apps Script
Manage Google Apps Script projects, including creation, editing, deployment, and execution. Requires Google Cloud creden
Google Bigquery Mcp Server By Cdata
Connect to Google BigQuery databases using CData's MCP Server. Requires a separate CData JDBC Driver license.
Google Calendar Plus
A server for full Google Calendar management, including creating, updating, and deleting events. Requires Google OAuth2
Google Calendars Mcp Server By Cdata
A read-only MCP server by CData that enables LLMs to query live Google Calendars data. Requires a separate CData JDBC Dr
Google Cloud Healthcare Api
Provides healthcare tools for interacting with FHIR resources on Google Cloud Healthcare API and public medical research
Google Data Catalog Mcp Server By Cdata
A read-only MCP server for Google Data Catalog, powered by CData. Requires a separate CData JDBC Driver for operation.
Google Docs Mcp Shared
Interact with Google Docs and Google Drive for document creation, editing, and file management, with support for shared
Google Jules
Automate Google Jules, the AI coding assistant, for tasks like code reviews, repository management, and AI-powered devel
Google News
Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.
About the Trust Leaderboard
The AgentSift Trust Leaderboard ranks 5,850+ AI agent capabilities by their trust score โ a composite metric based on permission surface, risk level, source verification, and community adoption. Higher scores indicate tools that are safer to integrate into production agent stacks.
Trust scores range from 0-100. Capabilities rated "safe" have minimal permission requirements and no access to sensitive resources. "Caution" tools require elevated permissions (file system, network, API keys) and need proper sandboxing. "Dangerous" capabilities have broad system access and should only be used with strict isolation and approval gates.
Use this leaderboard alongside the Risk Report to evaluate your agent's overall safety posture before deploying to production.