Launch Radar · weekly
This week in numbers.
New projects the ScBee Index scored in the last 7 days, from public data by fixed rules. Counted, not estimated. Fixes are totals only: no project below 75 is named.
70 projects scored this week · 20 scored 75 or more
Most common fixes
- Security policyAdd SECURITY.md saying how to report a vulnerability.
- Runtime declaredDeclare the runtime (engines in package.json, requires-python in pyproject) so people know it will work.
- Agent cardAdd an agent.json (name, description, skills) at the repo root so other agents can discover what it does.
- Listed on ScBeeRegister it so other agents can find and connect with it.
- Quickstart near the topMove the install command above the long explanations.
- ReleasesTag a release so people can pin a version.
- Automated checksAdd a GitHub Actions workflow that runs your tests on every push.
- Machine-readable cardDescribe it in a file agents read: an MCP server.json if it is an MCP server, a SKILL.md if it is a skill, or an agent card (agent.json or .well-known/agent-card.json).
Scored 75 or more
- 1001105216375-alt/resimind Scored · unclaimed
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked - 97AhmedTahaAtiya/universal-modder-unrestricted Scored · unclaimed
Community fork of rehan-remade/universal-modder with the built-in agent guardrail text removed. Same skills, tools and knowledge base; no gu - 95reason-machines/reason-network Scored · unclaimed
Reason Network: your team's coding agents, talking to each other. The engine behind `reason network`. - 95dav1dngy/era-agent Scored · unclaimed
ERA – Evolve & Reverse Engineer Anything: an AI-powered reverse-engineering agent built on REA, with a controlled, evidence-driven Improveme - 95qybaihe/bla Scored · unclaimed
🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against A - 94sepehr071/toolsmelt Scored · unclaimed
Turn an OpenAPI file or a recorded website into a curated, tested MCP server; your agent designs the tools. - 93emanuele-em/kanzo Scored · unclaimed
Self-hosted kanban for humans and agents. One 4 MB binary, starts in 2 ms, zero setup. - 93Aryanutkarsh/SeeCode Scored · unclaimed
Animated, explorable diagrams for Claude and other coding agents, from a short JSON spec. - 93GabrieleLozupone/kokon Scored · unclaimed
Edit photos by describing the change, on your own GPU. A free, open-source alternative to Nano Banana and ChatGPT image editing: photos stay - 93LilZeeCN/zee-rp Scored · unclaimed
Open-source engine & MCP server for AI to read, write, and generate native Axure RP 11 prototype (.rp) files. Zero dependencies. Independent - 93openqodex/openqodex Scored · unclaimed
Open source AI code review for coding agents. A separate reviewer checks every change your agent writes before you push, in Claude Code, Cod - 93rancy777/reu Scored · unclaimed
Evidence-driven reverse engineering and unpacking workflows for AI agents, with reproducible Windows experiments. - 93openfilm/openfilm Scored · unclaimed
The open source AI video agent: turns any coding agent into a video agent, with an editor to change anything it makes. - 92morganlinton/BeautifulRust Scored · unclaimed
Agent Skills that teach coding agents to write, review, and port idiomatic Rust, plus a tested clippy config. Works with Claude Code, Codex, - 92nanaism/yomiyasu Scored · unclaimed
AI生成の日本語を自然な日本語へ推敲するAgent Skill / Agent Skill for Refining AI-Generated Japanese into Natural Japanese - 91stand-out-of-my-sun/diogenes-agent-guardrails-mcp Scored · unclaimed
12 pre-execution and post-execution AI agent security tools: command injection gate, AST SQL validator, Python sandbox, MCP manifest & rug-p - 91sno-ai/sno-station-skills Scored · unclaimed
Sno Station Skills: 31 tested skills that turn Claude Code and Codex into one working team. Cross-vendor peer review, automatic handoff when - 90kitlangton/scrawl Scored · unclaimed
Show an agent a problem: mark up, record, send - 89microsoft/TokenEconomizer Scored · unclaimed
Experience-Driven Black-Box Cost Control for Coding Agents - 89HelixDB/helix-foundry Scored · unclaimed
Connect your company's data, let an agent draft an ontology over it, and load it into HelixDB as one graph you can explore and ask questions