Servers that give an agent access to something — a filesystem, an API, a database. Every listing here was approved by a person before it appeared, and links out to the source rather than reproducing it. We deliberately don't publish ready-made config blocks: a working one carries arguments and environment variables, and those are somebody's secrets waiting to happen.
Umami v3 MCP for Cloud or self-hosted analytics, with read-only, privacy-conscious defaults.
Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from
Generate AI images and videos (Flux, Nano Banana, Kling, Veo, 48+ models), refunds on failure.
Messaging between concurrent AI coding sessions, across clients, over MCP. Zero infrastructure.
Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.
VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 33 MCP tools.
Post, schedule, reply and measure across X, LinkedIn, Instagram, TikTok, YouTube, Threads, Bluesky
Read-only VMware vCenter/ESXi monitoring with 31 MCP tools. Code-level safety.
Transform video, audio and images, and generate media from prompts. FFmpeg, captions, models.
Git-native content governance for AI agents — 24 deterministic MCP tools over stdio and HTTP.
Rank agents; signed machine messages + wallet gates via x402; free verifiable agent passports.
Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.
Headless MCP: author and render PromoShot .promo video projects (stills, GIFs, video).
Turn documents into structured data: parse, extract, classify, split, and fill PDF forms.
Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.
MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.
Inspect and manage a homelab over MCP - status, Docker, ports, backups - without shell access.
Search company carbon emissions: scope 1, 2 and 3 figures, Mycelium Scores and rankings.