"Information about MariaDB, an open-source relational database" matching MCP connectors:
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Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.
Nephia is a brand monitoring service, and this is its remote MCP server. Claude, Cursor, ChatGPT or any MCP client can read the mentions your brand gets on 14 sources: X, Reddit (posts and comments), YouTube, TikTok, Bluesky, Hacker News, Mastodon, Lemmy, GitHub, Product Hunt, Stack Overflow, any RSS feed, Vinted, and AI answers from ChatGPT, Gemini and Perplexity. Every mention arrives already read, with its sentiment and intent, so an agent can answer plain questions: which complaints came in since Friday, what Reddit said about us this week. The source is an argument, not a tool, so one call reads every source you watch. Sign-in is OAuth in the browser: no API key to copy. The consent screen has three permissions: read your mentions and Queries, change what is running (pause, resume, retire), and spend credits (semantic search and AI passes), which arrives unticked. Every tool description states its cost, so a model can budget before it spends. The server is on every plan, Free included, and reading your own mentions through it costs nothing.
Specialist tools for any job — a lead, an image, a song, live data, and more.
Formify turns document paperwork into something you can just ask for. Describe the agreement you need and it is built as a real, fillable PDF — text fields, checkboxes, dropdowns and signature space placed where a signing client actually expects them. Send it for electronic signature to one person or several, in a set order or all at once, by email or SMS, and preview exactly where every field landed before anyone is contacted. Prove who signed. Swedish BankID, an ID document scan, a live face check, or a company registration lookup for KYC and AML — including the option to capture an ID document's data without storing the image at all. Attach an AI assistant to the document itself. The recipient can ask it what a clause means and it highlights the passage it is answering about, reads it aloud if they prefer, and answers in English, Swedish or Spanish. They never have to paste your contract into another chatbot to understand it. Then track it. See who signed, who only opened it, and who never looked. Remind only the people who have not signed. Fix a mistyped email, hand someone a link in person, revoke a send, or download the completed document. Built for small businesses — agencies, property managers, trades, clinics and tour operators — where the person winning the client is also the person chasing the signature.
clariBI is an AI-powered business intelligence platform built for small and mid-sized SaaS, ecommerce, and operations teams. Instead of writing SQL or building dashboards manually, users ask questions in plain English ("what's our CAC by channel last quarter?") and the AI engine pulls the data from Stripe, HubSpot, Google Analytics, ad platforms, Jira, and 30+ other sources via the open Model Context Protocol. Dashboards generate themselves on source connect.
DePIN supply telemetry and network data with source, as_of, and verification links. Discover datasets, inspect provenance, and retrieve data through Streamable HTTP. Data access requires an API key.
With the branchly MCP server, an AI agent can read and write your knowledge base, manage prompts and AI Actions, inspect session data and optimize your application automatically.
Change lyrics in an existing song. Agents upload authorized MP3 audio, provide a 0.1–6 second phrase and replacement words, preview generated singing, and export MP3/WAV. No website signup required: buy credits via x402 with USDC, then use a scoped key. Caller supplies timing. Resumable CLI and Codex/Claude Code setup: https://lyricpatch.com/agents/integrations. Hear a real example: https://lyricpatch.com/agents/demo.
An AI knowledge vault that indexes UI screenshots, specs, and videos via MCP to stop token burn in Cursor and Claude.
Mint an agent identity in two free calls. Verify anyone. Earn 75% when someone reads you.
The agent-native cloud: database, functions, AI, storage, computers. 50 tools, one API key.
Find the stories worth writing about: discover emerging stories, rank the angle, draft from sources.
Open-source AI accounting skills verified by licensed accountants (tax, VAT, payroll).
ToHuman rewrites AI-assisted drafts so they read like your own writing — natural rhythm, varied sentences, same meaning. One tool, humanize(text, intensity): it reworks sentence structure, word choice and rhythm while preserving the meaning, with four intensity levels (minimal, subtle, medium, heavy) and up to 2,000 words per call. Bring your own ToHuman API key as an Authorization: Bearer header — the free tier includes 2,500 words/month, no card. Setup guide: https://tohuman.io/tutorials/mcp-s
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
XFMS picks the right LLM model for any stated task. You give it a concrete purpose ("fixing bugs in a Python codebase", "summarizing 50-page commercial leases"), and it infers which quality benchmarks matter, weighs every model in its catalog against those dimensions, and returns a ranked shortlist with plain-English rationale per pick. The catalog updates continuously from 8 independent third-party evaluators — no provider self-reports, no single-source benchmarks.
Free ATS resume score and job-match checker from ResuMakeAi. One tool, score_resume: scores a resume against a job description and returns an ATS parsing score, job match percentage, missing skills, suggested keywords, and formatting issues. No auth, no signup.
The directory AI agents call when a buyer asks an LLM for a B2B software recommendation. Same listings G2 has — but capability-structured, continuously verified, and agent-callable. One listing visible to both audiences.
Which open models fit your GPU or Mac, measured. Model momentum, GPU rental prices, weekly pick.
Manage and optimize SiteSpeakAI chatbots from an AI agent in plain English: read analytics, tune prompts and model, manage knowledge sources and suggested messages, enable lead capture and human handoff, and triage the inbox.