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Start with your database’s built-in full-text search; add a search service when you need typo tolerance and instant results at scale.

5 options. Free tiers, catches and prices checked by hand on 2026-10-27; each one links to its sources.

AlgoliaService

A hosted search API with typo-tolerant keyword search and AI ranking.

Best for: Polished instant search with ready-made UI widgets. Skip it if: Search traffic may spike; per-request pricing adds up.

Official hosted MCP servers (Public, Productivity, DevEx); llms.txt.

Build (free)

  • 10K search requests/month
  • 50K records
  • 5K recommendation requests and 5K crawls/month

Free-plan users are asked to show the Algolia logo next to the search box.

Grow: $0.50 per extra 1K searches, $0.40 per extra 1K records

Checked 2026-10-27: algolia.com, support.algolia.com, algolia.com

MeilisearchMIT

An open-source search engine with typo-tolerant keyword, vector and hybrid search, self-hosted or on Meilisearch Cloud.

Best for: Fast, typo-tolerant app search you can self-host for free. Skip it if: You want free managed hosting.

Ships an experimental native MCP server at /mcp; llms.txt.

Self-hosted Community Edition (Cloud: 14-day trial)

  • Self-hosted: free, no usage limits
  • Cloud: 14-day trial, no credit card

No permanent free Cloud tier, and sharding is Enterprise Edition only (BUSL-1.1).

Cloud from $20/mo

Checked 2026-10-27: meilisearch.com, meilisearch.com, github.com

Orama (OramaJS)Apache-2.0

An open-source JavaScript search library for full-text, vector and hybrid search.

Best for: Client-side or edge search over docs and small catalogs. Skip it if: You need a managed server-side index for large, fast-changing data.

llms.txt; Orama Cloud docs list an MCP server.

Open-source library

  • $0 under Apache-2.0
  • Full-text, vector and hybrid search
  • Runs in browser, server or edge

Orama’s pricing page lists no free hosted search plan, so plan on running the library yourself.

Library free; hosted offerings are usage-based or enterprise

Checked 2026-10-27: github.com, orama.com, docs.orama.com

TypesenseGPL-3.0

An open-source, typo-tolerant search engine you can self-host or run on Typesense Cloud.

Best for: Self-hosted instant search on a small VM. Skip it if: You want a permanently free managed tier.

Official Typesense Cloud MCP server (OAuth) for clusters, data and search; llms.txt.

Self-hosted, or Typesense Cloud one-time free tier

  • Cloud: 720 cluster-hours + 10 GB bandwidth, once per account
  • Cloud free tier on select small configurations only
  • Self-hosted: free

Cloud free hours never renew; running clusters start billing once they’re used.

Cloud billed hourly by cluster size plus bandwidth (see calculator)

Checked 2026-10-27: cloud-help.typesense.org, typesense.org, github.com