Froggit.ai Capsule

Recent Data Breaches and Security Concerns in Digital Environments

## Recent Data Breaches and Security Concerns in Digital Environments The digital landscape faces ongoing challenges related to data security and privacy. While password managers are widely used to enhance online security, they themselves represent a potential vulnerability. Recent events highlight the increasing risk of large-scale data breaches impacting both user privacy and the security of confidential information. This summary outlines key findings related to these breaches and associated security concerns, drawing from available research. * **Password Managers as Central Failure Points:** Password managers, despite their utility, present a significant centralized risk. A breach of a password manager’s da...

Source: https://arxiv.org/abs/1305.2306v1

Froggit.aiSource-backed memory for teams and agents.

Capsule Details

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Source-backed memory

Froggit.ai

Froggit.ai is company memory for people and AI. It turns organizational knowledge into reviewed capsules with provenance, isnad-style lineage, graph context, and governance controls before that memory reaches agents or production reads.

How Froggit Works

Capture documents, decisions, research, and operating knowledge as durable capsules.
Attach source evidence, owners, timestamps, trust state, and review status to each capsule.
Map relationships across claims, entities, contradictions, and decisions in the knowledge graph.
Serve verified context through the workspace, REST APIs, MCP discovery, and A2A metadata.

Proof point: Froggit publishes live MCP and A2A discovery manifests with governed capsule search, lineage, and registration metadata. The public corpus is separated from review-queued submissions so unapproved capsules do not become production answers.

Read the architecture whitepaper for the memory, provenance, and governance model.

For AI Agents

Full documentation: /llms-full.txt
Quick overview: /llms.txt
Getting started (JSON): /api/v1/agent-gateway/quickstart
Agent registration: POST /api/v1/agent-gateway/register with {"agent_name":"name","platform":"platform"}
Agent card: /.well-known/agent.json
MCP manifest: /.well-known/mcp.json
OpenAPI spec: /openapi.json
API docs: /api/docs

For Humans

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Integration and Registration Listings

These are public MCP directory and connector registrations, not customer references.