Best search MCP servers for Claude Code

177,000+ earnings call transcripts for AI - speaker segments & full-text search.

PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

Connect Claude to Microsoft Teams — read/send messages, list channels, search chats.

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

Search academic expert insights, papers and contributions from Faculti

Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cookie auth.

21Trust score 21 of 100, Limited

Singapore business directory. Search companies, UENs, and SSIC industry classifications.

Search and discover affiliate programs with agent-ready data and commission details.

MCP server for MTA:SA documentation with intelligent search and caching

Search and install 20,000+ security-graded MCP servers and agent skills.

MCP server for the Handbook API – manage handbook entries via CRUD, overview and tag search.

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.

RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.

MCP server for Southwest Airlines - search flights, manage bookings

Hotel Intelligence MCP — search, price compare, area guides, price calendars via Google Hotels

19Trust score 19 of 100, Limited

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

A Model Context Protocol server providing fast file searching using Everything SDK

Search products, fill the cart and pick a delivery slot at the online supermarket Picnic

Search SEC filings, read 10-K/8-K, query XBRL facts, track Form 4 insider trades.

ArXiv preprint search, daily category digest, and author-collaborator graph.

A personal RAG database you build from chat, so AI creates work that sounds like you.

HN front-page, Algolia full-text search, and Show HN launch tracker.

Live MTG sealed product prices across UK retailers. Search, compare, track deals and price drops.