"Fresh" matching MCP servers:

A shared URL-freshness oracle for AI agents. Returns REUSE, REFETCH, or UNKNOWN before an agent pays to retrieve a URL again.

An MCP server that provides always-fresh semantic search over Obsidian vaults, automatically watching file changes and using local embeddings via Ollama.

MCP server that serves fresh, attributed facts from a Coalent semantic cache, automatically invalidating when underlying sources change, for use with Claude Code, Cursor, and other MCP clients.

Enables AI agents and RAG pipelines to retrieve live Notion content alongside local vector and BM25 indices, fusing results with Reciprocal Rank Fusion to provide fresh, provenance-aware context.

Provides pre-indexed knowledge packs for popular technologies (Stripe, React, etc.) that MCP-compatible agents can subscribe to and search, delivering citation-grounded answers with hourly fresh indexes.

Enables read-only semantic search over local folders of markdown, text, and optionally other document formats via a local vector store, without ever mutating the source files. It also watches each configured source for changes and auto-reindexes so search results stay fresh.

Provides AI agents and RAG pipelines with production-grade web search, deep research, news, academic, extraction, crawling, and source verification tools. Enables citation-anchored, deduplicated, fresh, and security-hardened evidence gathering from across the web.

Enables coding agents to retrieve the most relevant code for a task within a hard token budget by fusing code graph, BM25, local embeddings, and git history, and to navigate symbols, callers, impact, and related files. It runs locally over MCP with no API keys and keeps its index fresh.