Leyline
Sorcery
Open protocol so tools, data, and prompts plug into many harnesses. The connect slice Leyline ranks, not a marketplace.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Model Context Protocol · 23Score v2 uses observed signals only. Missing factors read No signal yet.
Crawl and extract clean page content for LLM pipelines. A common agent research tool and a Leyline evidence source class.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Firecrawl · 23Score v2 uses observed signals only. Missing factors read No signal yet.
Search, fetch, and browser automation for agents. Free Search and Fetch; metered browser runs. Leyline uses it as intake evidence crawl, not as a locked vendor.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
TinyFish · 23Score v2 uses observed signals only. Missing factors read No signal yet.
Reasoning and tool-using models plus a CLI harness. Leyline's own intake processor runs on the Grok Heavy subscription.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Grok (xAI) · 21Score v2 uses observed signals only. Missing factors read No signal yet.
Repo host whose stars, commits, and issues feed Leyline GitHub health — a Score factor, not the whole reputation story.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
GitHub · 21Score v2 uses observed signals only. Missing factors read No signal yet.
Browser automation for tests and agents. Use the browser slice without taking the whole test-runner product box.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Playwright · 20Score v2 uses observed signals only. Missing factors read No signal yet.
Data framework for retrieval and agents. Memory and index slices, not a whole 'RAG product' box.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
LlamaIndex · 18Score v2 uses observed signals only. Missing factors read No signal yet.
Workflow automation. Compose and schedule slices that agents can call without owning the whole iPaaS.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
n8n · 18Score v2 uses observed signals only. Missing factors read No signal yet.
Unified model and inference router. Listed honestly as an inference gateway — inspiration-adjacent, not Leyline's core.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
OpenRouter · 18Score v2 uses observed signals only. Missing factors read No signal yet.
Neural web search API aimed at agents. Search slice with citations, distinct from crawl-the-page tools.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Exa · 18Score v2 uses observed signals only. Missing factors read No signal yet.
Hosted browsers for agents. Browser slice without running Playwright locally.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Browserbase · 18Score v2 uses observed signals only. Missing factors read No signal yet.
Tools and data-endpoint gateway marketplace. Inspiration-adjacent. Pay-per-call proxy is explicitly not Leyline's core.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Monid · 17Score v2 uses observed signals only. Missing factors read No signal yet.
Infinite canvas SDK. Sorcery uses a tldraw-style diagram as the composition map, with logos for registry slices.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
tldraw · 15Score v2 uses observed signals only. Missing factors read No signal yet.
Anthropic's terminal coding agent. Harness grid deep-link target for the Leyline scour skill.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Claude Code · 15Score v2 uses observed signals only. Missing factors read No signal yet.
OpenAI coding agent / CLI. Another day-one harness on the Leyline install grid.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Codex · 15Score v2 uses observed signals only. Missing factors read No signal yet.
Tracing and evals for LLM apps. Observe and evaluate slices that feed Score later.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
LangSmith · 15Score v2 uses observed signals only. Missing factors read No signal yet.
Context.dev (also @getcontextdev; YC S26 per founder/company bios) markets itself as a unified web-context API for software and agents: scrape, crawl, search, brand/people enrichment, monitors, MCP, and SDKs — one API key.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Context.dev · 14Score v2 uses observed signals only. Missing factors read No signal yet.
Open-source real-time global intelligence / situational-awareness dashboard — AI-synthesized news, multi-layer maps, finance/infra/military/disaster signals, plus first-class agent surfaces (MCP, REST, CLI, SDKs). README one-liner: AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
World Monitor · 14Score v2 uses observed signals only. Missing factors read No signal yet.
Gives agents structured desktop accessibility reads and actions through a CLI, C library and MCP server.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
agent-desktop · 13Score v2 uses observed signals only. Missing factors read No signal yet.
Routes structured data requests to supported providers through per-service input contracts.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
AnyAPI · 13Score v2 uses observed signals only. Missing factors read No signal yet.
## Here are 48 public repositories matching this topic...
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Build software better, together · 13Score v2 uses observed signals only. Missing factors read No signal yet.
Surfaces (same registry/balance claim): 1. Skill — one-liner set up https://monid.ai/SKILL.md (version 0.1.7) 2. Remote MCP — https://mcp.monid.ai/v1 3. CLI — npm i -g @monid-ai/cli@latest then monid setup / monid discover / run flows 4. HTTP API — https://api.monid.ai/v1/ (Bearer key) 5.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Monid · 13Score v2 uses observed signals only. Missing factors read No signal yet.
Agentic editor harness. A day-one Leyline install target: scour skill via MCP or rule file.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Cursor · 12Score v2 uses observed signals only. Missing factors read No signal yet.
Gateway layer that routes model calls, discovers MCP tools, and applies identity, policy, and spend controls before invocations.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
MCP / AI Gateway · 12Score v2 uses observed signals only. Missing factors read No signal yet.
Human-in-the-loop training data, RL environments, and evaluation for AI agents and LLMs.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Toloka · 12Score v2 uses observed signals only. Missing factors read No signal yet.
GitHub description: A free, open-source native macOS app for Docker & Linux containers, an alternative to OrbStack and Docker Desktop. Universal for Intel and Apple silicon. Homepage field: augani.github.io/dory. README hero: Your complete local Linux workspace, built for Mac.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Dory · 12Score v2 uses observed signals only. Missing factors read No signal yet.
Landing hero: Connect any agent to everything. Tagline: The gateway to connect your agent to everything. Page: Executor is an MCP gateway. Anything that speaks MCP, like Claude Code, Cursor, or Codex, points at one endpoint and reaches every tool you connect.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Executor · 12Score v2 uses observed signals only. Missing factors read No signal yet.
Maple is a general observability platform for traces, logs, and metrics. It accepts OTLP data and uses ClickHouse-family storage and query paths. Its product surfaces include distributed traces, correlated logs, metrics and dashboards, service maps, error tracking, alerts, infrastructure context, browser session replay, CLI queries, and an MCP server.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Maple · 12Score v2 uses observed signals only. Missing factors read No signal yet.
PageIndex (MIT, Python) is VectifyAI’s vectorless, reasoning-based RAG engine. First-party pitch: build a hierarchical tree index per document, then let an LLM reason through that tree (human-like section navigation) instead of embedding chunks into a vector database.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
PageIndex · 12Score v2 uses observed signals only. Missing factors read No signal yet.
Open-source application platform to build, deploy, operate, and scale apps on infrastructure you own (VPS, dedicated, cloud VM, homelab). Pitch: replace a pile of deployment tools + managed services with one OSS control plane. Interfaces claimed: web dashboard, native desktop app, CLI, REST API, MCP for AI agents.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
OpenShip · 11Score v2 uses observed signals only. Missing factors read No signal yet.
bb is an MIT-licensed, self-hosted agentic IDE that coordinates installed coding-agent CLIs in persistent, steerable threads. Its first-class control surfaces are a desktop app, web app, CLI, and HTTP API. The project’s central differentiator is that much of its UI/workflow surface is implemented as plugins, so an agent can extend the IDE itself rather than only working inside a fixed product.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
bb · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Box is a managed sandbox product from Ascii (legal entity Dedale AI, Corp.). It sells persistent Linux VMs for coding agents and agent platforms: SSH, Docker inside the VM, a dedicated IPv4 per machine, snapshot/stop/resume, fork-from-snapshot, optional 60fps desktop stream, and a CLI/API/box prompt path for Claude Code or Codex.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Box · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Finds and enriches professional contact and company records through an API and MCP integration.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
ContactOut · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Ditto is an open-source deterministic website cloner from ion.design. Point it at a public URL and it returns a cloned implementation as componentized Next.js or Vite code (Tailwind styling), with marketing copy citing ~5 minutes end-to-end.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Ditto · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Developer interfaces for speech generation, transcription, audio and voice-agent workflows.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
ElevenLabs · 10Score v2 uses observed signals only. Missing factors read No signal yet.
MarkItDown (microsoft/markitdown) is a lightweight Python utility that converts many file types to Markdown for LLMs and text-analysis pipelines. README positions it near textract, but focused on preserving structure (headings, lists, tables, links) as Markdown for models rather than high-fidelity human publishing.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
MarkItDown · 10Score v2 uses observed signals only. Missing factors read No signal yet.
README: a CLI for exploring OpenTelemetry traces, metrics, and logs locally. Go custom Collector distribution, DuckDB backend, Svelte UI. Receives OTLP on localhost:4317 (gRPC) and localhost:4318 (HTTP). UI at localhost:8000. In-memory by default; --db persists DuckDB.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
otel-desktop-viewer · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Sitegeist is an AI assistant that lives in a Chromium side panel, plus a bridge so coding agents can use the same browser. README framing: collaboration over “autonomy theater” — you guide, it executes. Automates repetitive web tasks, extraction, navigation, forms, research → docs/spreadsheets; BYO API key or subscription login (Anthropic, OpenAI/ChatGPT, GitHub Copilot, Gemini, etc.); claims local-only / no tracking.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Sitegeist · 10Score v2 uses observed signals only. Missing factors read No signal yet.
Directory of MCP servers, clients, use cases, and tools plus an MCP newsletter, with listing ingestion currently paused for process rework.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
PulseMCP · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Agentation is a visual feedback layer for agents working on web UIs. Humans click elements, annotate, optionally use layout mode (rearrange/resize), then copy structured markdown (or push via MCP/webhooks) so the agent gets element paths, CSS selectors, positions, and related context instead of vague prose.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Agentation · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Company-data and signal APIs for searching, enriching and monitoring organizations.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
akta.pro · 9Score v2 uses observed signals only. Missing factors read No signal yet.
README: "A Claude skill that explains an idea by building it as a real, working object." Ask for a figure that explains a technical idea; Anatomy invents a physical machine whose working is the concept, then builds it from dozens of shaded isometric parts in a framed card with a title, hint and live readout.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Anatomy · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Business contact and company APIs for search, enrichment and sales-workflow records.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Apollo.io · 9Score v2 uses observed signals only. Missing factors read No signal yet.
139 lines (106 loc) · 17.5 KB
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
awesome · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Provides model and service access through documented APIs, SDKs and MCP tools.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
BlockRun · 9Score v2 uses observed signals only. Missing factors read No signal yet.
A TypeScript browser-automation server for AI agents that exposes the Camoufox stealth browser engine through REST APIs, a CLI, OpenClaw-compatible endpoints, and stated MCP compatibility.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
CamoFox Browser Server · 9Score v2 uses observed signals only. Missing factors read No signal yet.
An open-source, self-hosted identity and access management platform and authentication server with a web console, supporting SSO, multiple identity protocols, policy-based authorization, APIs, SDKs, and MCP.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Casdoor · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Returns structured search and AI-response results, including available source citations.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
cloro · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Open-source memory system for agents and teams. It connects company sources such as Slack, GitHub, and Linear so agents can recall shared context through one memory API, an SDK, or an MCP server, with an optional Cognee Cloud for managed scale.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
cognee · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Concentrate is a managed LLM gateway: one API base URL (https://api.concentrate.ai/v1) for hundreds of models across all major providers (OpenAI, Anthropic, Gemini, DeepSeek, etc.). You pick the model and provider; Concentrate runs the request, applies your fallbacks and limits, and surfaces spend/logs.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Concentrate.ai · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Read-only company and funding-data API for approved, licensed developers.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Crunchbase · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Fetches rendered web pages as source-linked Markdown and structured page state for agents.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Expand Fetch · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Local media-editing tools and an agent skill with a machine-readable contract and MCP server.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
ffmpeg-skill · 9Score v2 uses observed signals only. Missing factors read No signal yet.
fx is a Vercel Labs coding-agent harness and CLI written in Zig. Official copy positions it as a tiny, open, native agent originally used internally, now open sourced for research and embedding in larger systems. The durable object is the product at fx.sh / vercel-labs/fx, not the tweet.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
fx · 9Score v2 uses observed signals only. Missing factors read No signal yet.
gws is a single Google Workspace CLI. It dynamically reads Google's Discovery Service at runtime and builds its command surface from the available APIs instead of shipping a static command list. The README positions it as built for both humans and AI agents: every response is structured JSON, and the repo includes 40+ agent skills.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Google Workspace CLI · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Hark turns HTTPS webhooks into clean, source-branded iPhone notifications. Each service gets its own name, avatar, destination URL, and secret endpoint. Intended senders: CI, agents, scripts, monitors — anything that can POST JSON. Hosted product: https://hark.ryan.ceo Public monorepo: https://github.com/R44VC0RP/hark (TypeScript; Node 22+; compose.yaml / Dockerfile present in tree)
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Hark · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Searches business contacts and domains, finds and verifies email addresses, and enriches records.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Hunter · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Is Agentic is a free, public Vercel product that scores how ready a public HTTP or HTTPS website is for AI agents. Submit a URL on the home page. Ora runs and scores every technical check. Is Agentic groups those checks by maturity and applicability, then publishes a score, evidence, recommended fixes, and a shareable report.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Is Agentic · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Search and fetch endpoints exposed directly and through a CLI and MCP server.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Keenable · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Search and data-extraction APIs for supported web services, with an MCP integration.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Litescrape · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Magika (google/magika) is Google’s AI-powered file content-type detector: it classifies files from byte content (not just extensions / magic bytes), locally, in milliseconds on CPU. First-party README: ~100M-sample training, 200+ content types, ~99% avg precision/recall on their test set; used at scale for routing Gmail/Drive/Safe Browsing samples to scanners; also integrated with VirusTotal and abuse.ch (README claims).
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Magika · 9Score v2 uses observed signals only. Missing factors read No signal yet.
README: "Mailcheap is a self-hosted newsletter app on Amazon SES. Write an issue, send it to your list, publish it on the web. About $0.10 per 1,000 emails." One small Next.js app with an editor, list, signup forms, unsubscribe, bounce and complaint handling, stats and a public archive.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Mailcheap · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Self-hosted persistent memory service for MCP-capable agents. It stores and recalls memories in a tiered store using hybrid vector and keyword retrieval, ships as a single Go binary with SQLite or Postgres, and exposes REST, MCP, and an embedded admin UI.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
memini · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Extracts web data through scraping agents and programmable workflows.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
MrScraper · 9Score v2 uses observed signals only. Missing factors read No signal yet.
OpenDisk is a native macOS disk-space analyzer. README positions it as a fast, free, open-source DaisyDisk alternative: whole drive as an interactive sunburst (hover size, click to zoom), sortable Finder-style list, live streaming scan, incremental rescans, APFS volume groups / firmlinks / purgeable awareness, Collector (drag then delete), Sparkle auto-update.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
OpenDisk · 9Score v2 uses observed signals only. Missing factors read No signal yet.
OpenRouter is a unified large language model inference router and model marketplace: one OpenAI-compatible HTTP application programming interface across many underlying inference providers, with automatic fallbacks and cost-aware routing. The marketplace object is models and inference providers (tokens in → tokens out), not installable agent tools ranked by dual human-and-agent reputation.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
OpenRouter · 9Score v2 uses observed signals only. Missing factors read No signal yet.
A mature AGPL-3.0 open-source agent-control surface: a local Paseo daemon runs and manages coding-agent CLIs on a user-controlled machine, while desktop, mobile, web, and CLI clients monitor/control those agents. It supports Claude Code, Codex, Copilot, OpenCode, Pi, and 30+ other providers/integrations according to its site.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Paseo · 9Score v2 uses observed signals only. Missing factors read No signal yet.
People and company research APIs for search, enrichment and public-profile monitoring.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Ploid · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Prime Agent is an MIT-licensed open-source coding and research agent from Prime Intellect, built around a Recursive Language Model (RLM) runtime and a persistent IPython control environment. The model works through programmatic Python: file/shell operations, data transforms, skills, context management, and recursive subagents are all callable from the durable kernel rather than exposed as a large fixed tool palette.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Prime Agent · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Refero is a design-research platform of real web and iOS product interfaces, user flows, UI patterns, and visual styles. Its Refero MCP exposes structured research to agents so they can study relevant screens and flows before implementation.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Refero · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Search is a macOS browser by Office Commun that deliberately ships without its own engine: it uses the system WebKit (same family as Safari), which is why the app footprint stays in the low-megabyte range.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Search · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Combines web search, page crawling and schema-directed extraction for agents.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Search1API · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Self-Hosted AIEnterprise Search18 min readPublished May 22, 2026
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Self · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Docs intro: shadcn/ui is a set of beautifully-designed, accessible components and a code distribution platform. Works with your favorite frameworks and AI models. Repo README: Use this to build your own component library. Docs principles: Open Code (you get the component source), Composition (shared composable interface), Distribution (flat-file schema + CLI), Beautiful Defaults, AI-Ready (Open code for LLMs to read, understand, and improve).
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
shadcn/ui · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Soar is a consumer flight product (find/book cheap flights) shipping a Flight Booking MCP so agents can search, book, pay, and manage trips (plus public stay search). Positioning vs many flight MCPs: book + pay, not search-only. Launch (@SoarAI, 2026-07-26): > Today we’re releasing the first MCP to find and book flights, always at market rates.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Soar · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Hosted observability for AI/LLM apps. Product line: every model call, tool step, and retrieval in one OpenTelemetry trace, with tokens, cost, latency, and errors. Ingest via TypeScript or Python SDKs, or any OTLP exporter. Cost is computed server-side against 4700+ models.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
telemetry.dev · 9Score v2 uses observed signals only. Missing factors read No signal yet.
tldraw offline is tldraw’s local, file-based desktop infinite canvas (no accounts / no server required for core use). Documents save as portable .tldraw files (canvas + media + optional embedded document scripts). The 2026-08-03 @tldraw post demos the agent-native angle: you can make your own tools on the canvas — e.g.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
tldraw offline · 9Score v2 uses observed signals only. Missing factors read No signal yet.
turbopuffer is a managed, commercial search engine from turbopuffer Inc. (Canadian, founded 2023). It is object-storage-first: Amazon S3 / Google Cloud Storage / Azure Blob is the source of truth; NVMe and memory are caches. It does approximate vector search (SPFresh), BM25 full-text, filters, and hybrid fusion.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
turbopuffer · 9Score v2 uses observed signals only. Missing factors read No signal yet.
Clapper is an MIT-licensed open-source React → MP4 video tool from ArchAstro, built by Calvin Grunewald (@CalvinGrunewald). Site byline: Open source, MIT, by Calvin at ArchAstro. Tagline: Write videos in React. Review them like a studio would.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Clapper · 8Score v2 uses observed signals only. Missing factors read No signal yet.
OpenAI Codex Security plugin (codex-security v0.1.11 in plugin.json at capture): reusable Codex workflows for security scans, analysis, validation, investigation across codebases and diffs.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Codex Security plugin · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Apple container is a tool for creating and running Linux containers as lightweight virtual machines on a Mac. It is written in Swift, optimized for Apple Silicon, and consumes/produces OCI-compatible container images. The project uses Apple's lower-level apple/containerization Swift package for container, image, and process management.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Container · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Deep Agents (langchain-ai/deepagents) is LangChain AI’s batteries-included agent harness: production-ready, extensible, with filesystem, context management, sub-agent delegation, skills, and long-term memory (PyPI summary). README principles: opinionated, extensible, model-agnostic, production-ready on LangGraph + LangSmith.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Deep Agents · 8Score v2 uses observed signals only. Missing factors read No signal yet.
emulators.dev is a hosted catalog of per-service emulator hosts. Landing subtitle: stateful integration emulators for real developer APIs; each emulator has its own host; open one or fetch its manifest. Bar links Source Code / Report Issue to vercel-labs/emulate and Learn More to https://emulate.dev.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
emulators.dev · 8Score v2 uses observed signals only. Missing factors read No signal yet.
pdf-inspector (Firecrawl, MIT) — pure Rust library (+ Python / Node / WASM bindings) that: 1. Classifies PDFs as text-based / scanned / image-based / mixed in ~10–50ms 2. Extracts position-aware text and clean Markdown (headings, lists, tables, code) without OCR 3.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
firecrawl/pdf-inspector · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Generative Loaders is an MIT-licensed React package and live gallery for loading states specific to generative interfaces: streaming-text reveals, compact inline activity indicators, and image-generation placeholders. Install with npm install generative-loaders; it supports React 18+ and uses Framer Motion.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Generative Loaders · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Nebula is a TUN overlay with your own CA and lighthouse.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
slackhq/nebula · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Treg is an agent-oriented tool registry and credential-injection proxy. Its hosted catalog claims roughly 2,600 endpoints across about 40 providers, searchable by task with request/response shape and per-call prices. A team can also register its own API credentials, OAuth connections, CLIs, and SKILL.md bundles; callers use one Treg token while upstream credentials remain server-side.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Treg · 8Score v2 uses observed signals only. Missing factors read No signal yet.
VictoriaMetrics develops separate storage/query components for the three primary OpenTelemetry signals: - VictoriaMetrics for time-series metrics; - VictoriaLogs for logs; and - VictoriaTraces for traces. Its current documentation says each component accepts OpenTelemetry data natively and can sit behind instrumented applications or an OpenTelemetry Collector.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
VictoriaMetrics · 8Score v2 uses observed signals only. Missing factors read No signal yet.
Larasend is an open-source, self-hosted transactional email platform for Laravel teams. It provides a clean HTTP API (POST /api/emails), dashboard, activity log, scoped API keys, delivery events, suppressions, rendered previews, DKIM/DNS guidance, and a Laravel mail transport while sending through your own Amazon SES account.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Larasend · 7Score v2 uses observed signals only. Missing factors read No signal yet.
A design-reference workflow built around Mobbin plus MCP access, useful for feeding high-quality UI examples into implementation context while building.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Mobbin MCP · 7Score v2 uses observed signals only. Missing factors read No signal yet.
Cloudflare Monetization Gateway (announced 2026-07-01) is an engine for Cloudflare customers to charge for any asset protected by Cloudflare: web pages, datasets, APIs, or MCP tools. Single control plane for payment policies and access controls; payment verification and enforcement at the edge so origins are not hammered by payment-volume traffic.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Monetization Gateway · 7Score v2 uses observed signals only. Missing factors read No signal yet.
Railcode is Yakko Majuri’s secure / governed cloud for internal software — apps and agents (“internal Vercel” framing on the launch post). Build with your own tools; deploy into a company-governed sandbox with auth, permissions, data, and connectors centralized.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Railcode · 7Score v2 uses observed signals only. Missing factors read No signal yet.
README tagline: "One MCP for reverse engineering across binaries, applications, and runtime behavior." The agent calls REA through MCP to inspect a local target and trace relevant code; REA returns findings with their evidence, and the agent uses them to explain the behavior or write and test an implementation.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
REA · 7Score v2 uses observed signals only. Missing factors read No signal yet.
Rikyū (named for the tea master) is an AI design SaaS: describe what you need in a sentence and it generates a coherent brand/asset set — logo, web, social, print — carried across one visual identity. Positioning: "skip the design work" — no design skills, no asset hunting, one design language across everything that follows.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Rikyū · 7Score v2 uses observed signals only. Missing factors read No signal yet.
@shinzolabs/gmail-mcp is Shinzo Labs’ local MCP server for Gmail API access (OAuth2, file-based credentials). It ships anonymous product telemetry on by default via env TELEMETRY_ENABLED (default true). Opt out by setting TELEMETRY_ENABLED=false in the MCP client env block, then restart the client/server.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Shinzo Labs Gmail MCP · 7Score v2 uses observed signals only. Missing factors read No signal yet.
Returns typed judgments and probabilities from software state and narrowly defined questions.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
TypeSafe Jev · 7Score v2 uses observed signals only. Missing factors read No signal yet.
Model APIs for text, vision, speech and embeddings, with compatible developer interfaces.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
Alibaba Cloud Model Studio · 6Score v2 uses observed signals only. Missing factors read No signal yet.
App Store Connect CLI (asc) — fast, JSON-first Go CLI for the App Store Connect API. Automates TestFlight, builds/uploads, submissions, signing, analytics, screenshots, subscriptions, Apple Ads, and related release workflows for iOS/macOS/tvOS/visionOS.
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
ASC CLI · 6Score v2 uses observed signals only. Missing factors read No signal yet.
A free, cross-platform, open-source framework for building web apps and services with .NET and C#.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
ASP.NET Core · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Model APIs and SDKs for reasoning, multimodal understanding, and image and video generation or editing.
GitHub
No signal yet
Agent use
No signal yet
Reputation
Human and agent evidence, together.Score factors
BytePlus ModelArk · 6Score v2 uses observed signals only. Missing factors read No signal yet.
Leyline ranks components. It does not proxy inference or resell tokens.
Observed stars, notes, maintainer trust, and public sources. Missing signals read No signal yet.
Observed installs, success, resolve wins, and benches. Unobserved usage is never guessed or zeroed.