Aidress-ai/Aidress · Open source
Open coordination and trust layer for autonomous agents with capability discovery, verification, matching, transactions, an SDK, API, and MCP server.
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Evaluate products for your team: inspect official sources, integration resources, and published implementation evidence. Vendors can launch a product and measure the path from evaluation to adoption.
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Aidress-ai/Aidress · Open source
Open coordination and trust layer for autonomous agents with capability discovery, verification, matching, transactions, an SDK, API, and MCP server.
Use the current filters to draft a build or document what you find.
Launch intelligence
Connect discovery, evaluation, and implementation evidence in a company workspace. Retained usage requires authorized tracking; launch traffic and saves alone do not establish adoption.
Free company workspaces require a work email. There is no pricing or self-checkout; paid enterprise access is provisioned manually after a sales call and agreement.
Saves show interest. Published projects show implementation claims. Verified usage is labeled separately. Sponsored placements never establish product fit.
onecli/onecli · Free
Open-source credential gateway and encrypted vault that injects scoped API credentials into AI-agent requests without exposing raw secrets.
nmdra/notebrain-cli · Open source
Local-first CLI that turns Obsidian vaults into an offline semantic-search and knowledge-graph backend for AI coding agents.
hyperlogue/r3 · Open source
Local review workflow for AI-generated code and documents with line-anchored feedback that coding agents can watch and resolve.
clawkwork/clawk · Open source
Open-source sandbox runtime that gives AI coding agents disposable, network-restricted Linux virtual machines instead of access to a developer laptop.
Ranked by saves, projects, adoption events, reviews, and public source signals.
lastmile-ai/mcp-agent · Open source
Composable Python framework from LastMile AI for building agents around Model Context Protocol servers and simple workflow patterns.
OpenPipe/ART · Open source
Agent Reinforcement Trainer for improving LLM agent reliability with GRPO-based reinforcement learning workflows.
sleuth-io/sx · Open source
Open-source skill server and CLI for sharing versioned AI agent skills across teams through ordinary synced folders such as Dropbox.
jbwinters/jacquard-lang · Open source
Open-source programming language designed for AI-written, human-reviewed code with explicit structure that makes generated programs easier to inspect.
apoxy-dev/clrk · Open source
Open-source Kubernetes agent runtime using gVisor isolation and network guardrails for safer production agent execution.
defog-ai/factiq-plugin · Open source
Open-source Claude Code and Codex plugin exposing structured macro, filings, fundamentals, and trade data to finance agents.
Build ideas from public releases
These curated starting points link to primary sources so you can inspect a release, try it in a small project, and record what you find. A listed release does not establish developer adoption.
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