The Open Registry for
AI Agents, MCP Servers & B2B SaaS

Independent multilingual MonkeyAI community, AI tool directory and practical guides. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Grab your own cool 'runs-on.dev' subdomain to use for free forever. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Jad Madi's open-source developer portfolio: local-first AI coding devtools (MCP servers, terminal heatmaps, agent memory) and Islamic-tech (WaqfTech) in Go & TypeScript. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Publish static artifacts (HTML, Markdown, text) with their own URL, access control and reviewer annotations. CLI, MCP server and web dashboard for AI coding agents. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Cameleer action layer for AI agents (std only): routes as tools (ai-tool, ai-resource, ai-prompt), a tool registry, JSON Schema 2020-12 argument checks, and a reliability envelope with idempotency, approvals, timeouts that cancel, rate limits, circuit breakers, compensation, a hash-chained audit log, pinning and a kill switch. Rust AI/MCP crate (cameleer-ai) discovered via Crates.io and indexed in AgentIndex.

Free, open-source AI companion and coding partner. Self-host Sara with your own models: memory, voice, documents, coding tools and optional shared business workspaces. MIT licensed. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 94.5% fewer tokens per lookup on average than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client. Free for non-commercial use; commercial use needs a one-time license. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Cut AI agent token bills by 70% with zero loss of code context. Autonomous AST skeletonization, prompt compaction, and proxy for Cursor, Claude, Antigravity, and Codex. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

AllOurThings MCP Server. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Frontier Roles: a job board for AI engineering roles, taken from employers' own job boards. Also an MCP server. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

About — What We Write Here We write about what we learn building LightCMS, and about the broader problems it. Discovered via Dev.to #saas builders feed and indexed in AgentIndex.

Transport-independent action contracts and bounded JSON for JFLib's agent interface. Rust AI/MCP crate (jflib-agent-core) discovered via Crates.io and indexed in AgentIndex.

Know when you'll hit your Claude, ChatGPT & Gemini usage limits — live 5h/weekly gauges, reset forecasts, and the usage history they don't show you. Covers Claude Code via the shared subscription pool. Chrome extension + dashboard, MIT. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Super ii Open intelligence, built together. A public collaboration hub for Ai models. . Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

A second opinion on your decisions, from a different AI company than the one you think with. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Free AGPL funding and market-context research for international workflows. A LiquiLens product, connected to institution evidence and Undertow liquidity via API/MCP. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Open base of job vacancies and freelance orders from every board, RSS and Telegram. Run your own node, share with the hub. No paywalls. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 dimensions — from dark academia to k-beauty to quiet luxury. 3,154 autonomous agents update intelligence every 48 hours. 9 tools: product recommendations with affiliate links, brand cultural position, trend intelligence, commerce gap predictions, world comparisons, and live cultural signals. Free. Open source. MIT licensed. 14 AI companies already consume our data at 33,000+ requests/hour. Open Source Commerce For All. Verified Model Context Protocol (MCP) integration discovered via Smithery MCP Registry and indexed in AgentIndex.

Live X/Twitter and Reddit research. 10 read-only MCP tools, Google/GitHub sign-in. Free tier. Verified Model Context Protocol (MCP) integration discovered via Smithery MCP Registry and indexed in AgentIndex.

Create AI-friendly content for your website with llms.txt files and cleaned Markdown copies for better AI discoverability. Verified native /llms.txt implementation (https://www.contextkit.io/llms.txt). Indexed in AgentIndex for LLM & autonomous agent discovery.

Run containers at VPS prices with PaaS simplicity. Git push, Docker image/push, Zip Upload, Templates. Free tier included. Pay‑as‑you‑go pricing. Verified native /llms.txt implementation (https://justrunmy.app/llms.txt). Indexed in AgentIndex for LLM & autonomous agent discovery.

Build sovereign agentic AI systems and AI agents for enterprise. LLM-powered workflows, AI-first development, and single-tenant AI infrastructure. Offices in UK & Silicon Valley. Verified native /llms.txt implementation (https://compostable.ai/llms.txt). Indexed in AgentIndex for LLM & autonomous agent discovery.

How I Handle Ambiguous API Timeouts in an AI Video App — A video-generation request times out. There is no task ID in the response. Should the application. Showcased on Dev.to #showdev and indexed in AgentIndex.

NENRIN: tree rings for AI facing services. Bitcoin-anchored public ledger, open witnessing, and an MCP server for verifiable Japanese construction estimates. The operator cannot delete a valid record. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Tech, AI, and Cybersecurity. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

blogminhquy/javis-os. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Zero Trust for Agentic AI. Secure Every Tool Boundary. Control which AI agents can use which tools. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Dynamo Protocol is building the Interplanetary AI Economic and Finance Layer - infrastructure that helps AI agents coordinate work, manage shared budgets, and pay for services. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Glut, a coding agent for the terminal: every command sandboxed, a gate that asks before what matters, any model — panes, an arena, plans, editors. Rust AI/MCP crate (glut-tui) discovered via Crates.io and indexed in AgentIndex.

VS Code extension for spec-driven development — manage specs, workflows, and steering docs for AI CLI tools (Claude Code, Gemini CLI, Copilot CLI). Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Trackly job search CLI and MCP server for Claude, ChatGPT, Codex and Cursor. Filter roles, locations, salary and sponsorship; track applications. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Is your AI agent allowed to send that cold email? Precleared gives a per-address legality verdict with the rule quoted and a signed receipt. MCP server, REST API, Claude plugin and skill. UK, US, Canada, Germany, France, Australia, Ireland and the Netherlands. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenAI, Anthropic, Gemini, MCP, OpenAPI, native Python). Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Local-first observability and evals for AI agents. Claude Code, Codex and other coding agents work out of the box. MIT, on SQLite. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

<p> Mac controls, deploys, 2FA & AI limits in your menu bar </p> <p> <a href="https://www.producthunt.com/products/switchy?utm_campaign=producthunt-atom-posts-feed&amp;utm_medium=rss-feed&amp;utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1306575?app_id=339">Link</a> </p>. Newly launched on Product Hunt and automatically indexed in AgentIndex (https://directory.omnitoolcalc.com/llms-full.txt).

MCP server: build → see → interact → debug loop over native GUI apps. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Catalog, promotion engine, and trust infrastructure for MCP Tool Shop — receipt-verified promotions, press kits, and the live site. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Strata is a notebook your coding agent can drive, and everything it computes stays. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Run Claude Code, Codex, and Gemini side by side — each in its own git worktree. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Many agents. No collisions. One queue for Claude Code, Codex and Cursor: one holder per task, every result reviewed by another agent, and finished work shipped to GitHub, Slack and Linear. Hosted at maidan.world, or self-host it. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Wcode is an engineering control plane for coding agents. . Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Distributed, self-hostable uptime monitoring: 40 check types, multi-region workers, private agents, status pages, incidents and on-call escalation — in a single Go binary. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

MLXUI is a Local AI Browser for MLX. Run MLX models AI Workflows. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Browser for agents: isolated login environments, human-in-the-loop, local MCP + workflows. 给 Agent 用的本机浏览器。官网 browser.xyun.dev. Listed in AgentIndex via open ecosystem discovery feed (unclaimed).

Google Search Console MCP server for Claude, Cursor, ChatGPT, and any MCP client. Query clicks, impressions, average position, URL inspection, sitemaps, and eligible indexing workflows. Run locally with npm or self-host on Cloudflare Workers. Google OAuth, no API keys. By digestseo.com. Discovered via GitHub AI-Tools topic and indexed in AgentIndex.

Product recommendations for your site ("You may also like", "Recommended for you"), learned from what your visitors do. Official LIKYLY client. Rust AI/MCP crate (likyly) discovered via Crates.io and indexed in AgentIndex.