"Gathering Context from an Ubuntu Server" matching MCP connectors:
Matching Connector Tools:
A semantic search server that gives AI assistants instant access to Dodo Payments documentation and knowledge base.
**ColdState Knowledge Search MCP Server** https://github.com/daniel-coldstate/coldstate-mcp Semantic search over 64.6M knowledge entries — the structured alternative to web search APIs and web scraping for LLM agents. No crawling, no rate limits, sub-3s responses. Cloud-hosted at services.coldstate.ai
Serve a folder of Markdown notes as an MCP server: hybrid search, reading, and sourced answers.
Persistent project context for xAI Grok. IANA-registered .faf format.
Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
Governed data discovery, exact queries, decisions, simulations, and runtime utilities over MCP.
Historical market memory for AI agents using semantic vector search across years of financial market data. Discover similar market regimes, price patterns, and market context for quantitative research and algorithmic trading.
Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
Your company's brain for AI agents. Cited, permission-aware knowledge across every system.
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.
Connect to Hugging Face Hub and thousands of Gradio AI Applications
shared AI-context layer for teams — persistent memory your agents search and update over MCP
A personal RAG database you build from chat, so AI creates work that sounds like you.
MCP server for German & EU law. Verified, citable legal context for any LLM. Daily updates from official sources, hosted in Germany
The only News based AI MCP your agents will ever need — custom categories, global regions, and time-scoped results in one tool. We use multi-vector & sparse-hybrid search to search through thousands of articles across the world to find the exact news you're looking for.
Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
CareerProof MCP gives AI agents direct access to a professional-grade career and workforce intelligence platform. Two namespaces: atlas_* for HR/TA teams (candidate evaluation, batch shortlisting, competency scoring, interview generation, JD analysis, custom eval frameworks, research reports) and ceevee_* for professionals (CV optimization, career positioning, salary intelligence, market reports). Backed by RAG knowledge from 50+ premium research sources (McKinsey, BCG, HBR, Gartner, WEF)
Butterbase MCP server — manage your backend: schemas, auth, functions, storage, RAG, deploys.