Developer Tooling

Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection

Is this number real, or is it noise? Peek-safe A/B tests, change detection, honest forecasts.

Open-source, self-hosted conversation QA for voice agents. MIT.

Verify what agents actually shipped, arbitrate file collisions, refuse with structured reasons.

Scan npm dependencies for license compliance issues. Catch GPL contamination.

Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.

MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.

CVE and supply chain checks for MCP clients. Covers infrastructure, PyPI, and npm packages.

SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab, and GitHub providers

Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.

Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.

Git on Nostr via gittr.space: repos, push, issues, PRs, stars, bounties. Nostr identity (NIP-34).

Open eval leaderboard + CI gate for autonomous coding agents (solve, score, trace).

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls

Jira & Confluence for AI agents. Pre-configured connections, compact output.

MCP server for npm package management, security analysis, and compatibility checking

Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

Security proxy that automatically wraps MCP servers with real-time monitoring and policy enforcement

FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…