Best search MCP servers

Read, search and act on meetings Recordist recorded on your Mac. Listens on loopback by default.

Search fonts by category, tag and variable axis across three providers, then self-host them.

Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

Read, search, validate, and analyze Architecture Decision Records.

YouTube transcripts, search, channels and playlists for AI agents, by transcriptapi.io.

Analytixus DnAML repository access (read/write nodes, tree navigation, search) via MCP.

Unofficial read-only Shopino: search fashion across Iranian shops, compare prices, sizes, stock.

Lightning-fast Windows file search for AI agents via voidtools Everything's real-time NTFS index

Search 1M+ open-access papers, standards, and case law from an AI agent.

Search Linux apps on Flathub. No key required.

Search Perplexity using your browser login. Returns answers, sources, and thread URLs. No API key.

Search TrustList rankings of software, IT services and B2B firms, and cite them. Read-only, no key.

Private on-device memory & retrieval for AI assistants — offline vector + lexical search.

Fail-closed academic research server: search, full text, citations across open scholarly APIs.

Literature search, GB/T 7714/APA citations and BibTeX via Crossref, OpenAlex, Semantic Scholar.

Unofficial read-only Divar: search Iran's classified ads, cheapest and best-value ads, price checks.

MCP server for Yandex Wiki with full-text search.

Search Merill's Weekly Microsoft AI Roundup (msai.ms) archive — curated weekly Microsoft AI news

Read-only Google Search Console analytics, URL inspection and sitemaps via SearchDock CLI.

Cheap flight search via Aviasales Data API: fares by route, price calendar, cheapest destinations.

Unofficial read-only access to LINE WORKS AiNote meeting notes: list, search, summaries, transcripts

Unofficial AllTrails MCP for Claude — search trails, get details, reviews, photos, saved lists