AI Tools

Check MCP server readiness for 2026-07-28 spec release

mcp-spec-check black-box probes a remote MCP server URL and tells you in 30 seconds if it's ready for the 2026-07-28 MCP spec release.

universal universal

88 4 months ago

Visualize coding-agent sessions on a 3D codebase map

mindwalk replays coding-agent session logs as a glowing 3D map of your codebase, showing what the agent explored, read, and edited - fully local.

claude claudecodex

91 3 months ago

Browser & OS automation Tool

Drive stealth Chromium to bypass bot detection in web automation

Fortress is a stealth Chromium engine that corrects the browser fingerprint in C++ so Playwright and Puppeteer scrapers and agents get blocked less.

universal chromiumplaywrightpuppeteer

Security & access Tool

Create tamper-evident audit trails for AI agent actions

Open-source, hash-chained audit trail for AI agents - tamper-evident Runtime Records rendered as a self-verifying HTML report customers can check.

langchainlanggraphopenai

claudeclaude 3 5 sonnet wordclaudecodex

Workflows Tool

Edit and redline Word documents with AI agents

Word .docx command line built for AI agents: read as annotated Markdown, edit by stable locators, leave comments and tracked-change redlines.

88 5 days ago

Build and debug code with self-improving agentic models

Ornith is an open-weight, self-improving model family for agentic coding and reasoning, benchmarked at 397B, 35B-A3B, and 9B sizes.

qwen 2 5 githubterminal

69 last month

Workflows Tool

Multiplex AI agents in persistent terminal sessions

Rust terminal runtime for coding agents: persistent panes that survive disconnects, working, blocked or idle status, multi-machine view and agent-driven CLI.

tmuxssh

universal githubdockerpostgresql

Govern and discover internal AI components across your org

Self-hosted control plane and registry for internal AI Skills, MCP servers, and agents, with per-harness config generation and usage insights.

claudegpt 4o langgraphcrewaiautogen

Stop AI agent loops when they converge, not at fixed caps

LoopGain is an open-source cost controller that stops AI agent loops the moment they converge, instead of running to a fixed max_iterations cap.

91 last month

claude falreplicateffmpeg

Content & media Tool

Benchmark LLMs by having them autonomously create music videos

Music Video Arena is an agentic benchmark where LLMs compete to research, generate, and ffmpeg-edit a full music video within a hard USD budget.

91 3 months ago

Enable coding agents to coordinate across sessions

Plugin letting coding agents (Claude Code, Codex, and more) message each other directly instead of a human relaying instructions.

claude retalkclaudecodex

88 2 months ago

universal dbtgithubsqlite

Query & move data Tool

Validate AI-generated SQL for semantic correctness

sqlsure catches semantically wrong SQL - fan-out double counting, averaged rates, exposed PII - deterministically in 0.1ms, before it runs.

88 3 months ago