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About

Caterfli is a hosted AI-agent platform that connects to PostgreSQL or MySQL databases, REST APIs, OpenAPI services, and MCP servers. It discovers available tables, endpoints, and tools, then drafts agents that users can review and configure. Teams can ask questions or request actions in natural language through web chat; Telegram, Slack, and WhatsApp access is available on eligible plans. Agents can read data, create or update records, run reports, and delegate work to other agents. Workspace roles and permissions limit available actions, and policy checks validate each tool call and its arguments. Destructive or high-risk operations can pause for human approval. Execution traces and change histories support review. Caterfli is for teams seeking a conversational interface to existing business systems without migrating their data. A free plan includes one connection and one agent, with paid plans offering higher limits and additional features.

About

Parallel Decisions API is a hosted, web-grounded classification API for developers building software, data-enrichment pipelines, and AI-agent workflows. A request supplies context and one or more bounded questions; the API returns typed answers with probabilities and citations to supporting web sources. Multiple questions can share context in a single request, supporting uses such as company or vendor qualification, lead routing, compliance screening, content filtering, and agent guardrails. By retrieving current web evidence, it can assess facts that may have changed since a model's training data. Developers call the REST endpoint with an API key or access the web_decisions tool through Parallel's MCP server. A hosted playground and documentation support testing and implementation.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Your software never needed replacing. It needed an operator

Audience

Software developers and teams building web-research workflows, data-enrichment pipelines, and AI-agent applications.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$19/mo
Free plan: $0/month, with one connection, one agent, and 100 agent executions per billing period. Starter: $19/month, or $15.83/month billed annually (about 17% savings), with three agents, five connections, and 5,000 executions per period. Pro: $29/month, or $24.17/month billed annually. Business: $49/month, or $40.83/month billed annually. Higher plans include increased limits and additional features.
Free Version Supported
Free Trial Not Supported

Pricing

$0.001/request
$0.001 per API request; a request can include up to 100 questions.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Not Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Caterfli
Founded: 2026
caterfli.com

Company Information

Parallel
Founded: 2023
United States
platform.parallel.ai/play/decisions

Alternatives

Alternatives

Clef-flash

Clef-flash

Cloudflare
Clef

Clef

Cloudflare
SubQ Snap 1.1

SubQ Snap 1.1

Subquadratic
Agent Teams

Agent Teams

MB Skydis
Strands Decider

Strands Decider

Strands Labs

Categories

AI Agents Supported

Categories

AI Decision Models Supported

Integrations

Model Context Protocol (MCP) Supported
Anthropic Supported
Claude Code Not Supported
MySQL Supported
OpenAI Supported
Parallel Not Supported
PostgreSQL Supported
Slack Supported
Telegram Supported
WhatsApp Supported

Integrations

Model Context Protocol (MCP) Supported
Anthropic Not Supported
Claude Code Supported
MySQL Not Supported
OpenAI Not Supported
Parallel Supported
PostgreSQL Not Supported
Slack Not Supported
Telegram Not Supported
WhatsApp Not Supported
Claim Caterfli and update features and information
Claim Caterfli and update features and information
Claim Parallel Decisions API and update features and information
Claim Parallel Decisions API and update features and information