Add fast, typo-tolerant full-text and semantic search to your app.
Building search engines from scratch takes roughly 1-2 weeks and ~50,000 tokens of AI-assisted development. Or use one of these developer tools and ship today.
| Tool | Price | Upvotes | Replaces |
|---|---|---|---|
|
Qdrant
Open-source vector database built for AI applications.
|
Free | 0 | Pinecone,Weaviate |
|
Weaviate
Open-source vector search engine with built-in ML modules.
|
Free | 0 | Pinecone,Elasticsearch |
|
Exa MCP Server
AI-native semantic web search and research
|
Free | 0 | |
|
Perplexity MCP Server
Real-time AI-powered research via Perplexity Sonar
|
Free | 0 | |
|
Tavily MCP Server
Real-time search and extraction optimized for AI agents
|
Free | 0 | |
|
Brave Search MCP Server
Privacy-first web search for AI assistants
|
Free | 0 | |
|
SearXNG
Privacy-respecting metasearch engine. Self-hosted.
|
Free | 0 | Google,DuckDuckGo |
|
Meilisearch
Lightning-fast, typo-tolerant search engine that feels like magic
|
Free | 0 | Algolia,Elasticsearch,OpenSearch |
|
Vane
Vane is an AI-powered answering engine.
|
Free | 0 | |
|
Typesense
Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍
|
Free | 0 |
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