"Ollama - Exploring the Term or Service" matching MCP connectors:
Matching Connector Tools:
For queries a model can't confidently place: resolves or declines. Built to decline, not guess.
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.
**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
Extractive legal answers and semantic search over the public wiki.private.law corpus
AI session memory: the brief your AI reads before every session so no session starts cold.
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.
The world's first named AI prompt quality score. Score, optimize, and compare LLM prompts before they hit any model. Free tier available. Built on PEEM, RAGAS, G-Eval, and MT-Bench frameworks. x402-native on Base.
Collective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.
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.
Connect your AI to any database — PostgreSQL, MySQL, or SQL Server — in seconds.
MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.
Illumora Craft — evidence-augmented prompt compile for agents via remote MCP (OAuth) or local stdio.
Google AI Overview answers and cited sources via the Apify Google AI Overview API, hosted MCP.
The MCP gateway that shrinks your token bill with a persistent memory layer.
Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.