"An overview or information about file systems" matching MCP connectors:

Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.

For queries a model can't confidently place: resolves or declines. Built to decline, not guess.

AI-first file sharing and collaboration. 251 tools give agents a full workspace: file storage, branded shares, comments, workflows, and built-in RAG. 50GB free, no credit card.

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Semantic search over the Stoic corpus — Marcus Aurelius' Meditations, Seneca's essays, and Epictetus' Discourses, Enchiridion and Fragments. Search by theme or citation, fetch any passage, or get the daily reflection. Public domain translations, no auth.

Know whether an AI agent should REUSE or REFETCH a URL before retrieving it again.

Serve a folder of Markdown notes as an MCP server: hybrid search, reading, and sourced answers.

Multilingual YouTube → Knowledge Pack engine. Paste a video URL and get a structured pack — summary, key ideas, glossary, quiz, transcript with timestamps — in Spanish, Portuguese, German, or English. Anonymous endpoint plus OAuth-gated tools for library search, RAG Q&A on a single pack, and Anki export.

Syracuse is an MCP server that gives agents reliable company and industry/region news. Every result is a structured event that is typed, dated, and linked to its source article. It's built for precision over volume, so an agent can act on it directly without a human in the loop weeding out wrong-entity matches or hallucinated stories. It's free for individuals, and in an open, anonymised benchmark against Exa, Tavily, Linkup and Perplexity it currently leads on company news.

Real-time web search with answer-ready results for Claude, Cursor and any MCP client. A Tavily alternative: same speed, 20.2% fewer tokens, higher answer quality (60.7% of decided duels won) on a public benchmark. Hosted on mcp.serpdive.com or npx serpdive-mcp.

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.

Check claims against a fact-store: consistent, contradicts, or unverifiable — with a receipt.

Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

At BittleBits, we build AI visibility and Generative Engine Optimization (GEO) tools that help companies optimize their content for AI systems like ChatGPT, Claude, Gemini etc. We’ve developed a proprietary AI model that analyzes how AI systems evaluate, trust, and cite content in conversational responses, helping brands improve discoverability across AI-powered search.

Google AI Overview answers and cited sources via the Apify Google AI Overview API, hosted MCP.

Answers questions about a business using its indexed website content, with cited sources.

The MCP gateway with an EU-hosted, persistent memory layer that shrinks your token bill.

Illumora Craft — evidence-augmented prompt compile for agents via remote MCP (OAuth) or local stdio.

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows