Atlas
Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.
Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.
A free, self-hosted MCP server that tells your agent what LLMs cite - across Perplexity, Google AI Overviews, ChatGPT, Claude, Gemini, and Bing.
MCP server exposing the **Sovereign AI Blog** ([sovgrid.org](https://sovgrid.org)) — a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark hardware (GB10/SM121A). 44+ and growing articles covering SGLang, Mistral, Voxtral, OpenClaw setups, fixes, and benchmarks. **Tools:** - `search_blog` — full-text TF-IDF search across all articles - `get_article` — fetch full article content by slug - `diagnose_sglang` — validate SGLang configs against GB10/SM121A constra
Drive Android & iOS mobile-app automation from your AI agent on locally connected devices.
Generate, search, and manage codebase documentation on DocuWriter.ai. 72 tools incl. Autopilot.
WHOOP recovery, strain, sleep and workouts in Claude via official WHOOP OAuth. Free, open source.
AI workspace — shared knowledge, skills, and tools for AI agents
Czech VAT-payer reliability (ADIS / nespolehlivý plátce DPH) + registered bank accounts by DIČ.
DigestSEO mcp-geo: track brand citations across five AI search engines.
Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.
Affiliate network reporting in your AI client. Bring your own keys. Most adapters experimental.
Telegram channels you administer: analytics, content plans, scheduled publishing. No userbot
Real-world actions for AI coding agents: domains, email, deploys, payments, and media generation.
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus a capability doctor
Live, end-to-end encrypted, ephemeral file transfer between your AI agent and any device.
Governed, auditable knowledge your team curates for its AI assistants, self-hostable
LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU search, price history
Safe-by-default SQL guardrails for AI agents: AST-checked queries, per-table policy, audit log.
AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.
Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM on the read path.
AI-controlled email ops for campaigns, contacts, segments, analytics, and sending.
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from any MCP client.
The agentic layer of letters. Agents send real printed mail worldwide, German compliance built in.
MCP server for the SCF Controls Platform — 135 tools for controls, evidence, risk, and TPRM.
Live global intelligence: real-time markets, conflicts, country risk, chokepoints, energy. 39 tools.
See, price, and control every tool call your AI agents make: policy checks, cost, and audit tools.
Verified B2B contact data: size a market free, reveal or export when the segment is right.
Governed BI MCP. Ask questions of live company data and list workspace sources via OAuth.
Track keyword rankings, research SEO opportunities, and manage bisibility projects with AI agents.
Database for your AI agent. Turn its output into data, docs, skills, and apps you can actually use.
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
Deterministic MCP for AI agents: drug discovery, ADMET, docking, LNPs, DoE, retrosynthesis, ICH M7
Track expenses, budgets, balances, transfers, and multi-currency reports with OAuth-secured tools.
Exposes FEDLIN's public security scanners as agent-callable tools over Streamable HTTP.
MCP server for the FFmpeg Micro video transcoding API — create, monitor, download transcodes.