Best Alternatives to Document corpus

Docsift

Runtime: uvx

Convert a document once, then get back only the passages that answer a question.

Draw and visually collaborate with your agents on tldraw's canvas.

PraisonAI

Runtime: npx

AI Agents Framework with Self Reflection and MCP support

Labelhead Artist Momentum

Runtime: npx

Trending hip-hop artist momentum scores across four cultural dimensions.

A multi-domain reference corpus where every answer drills down to its cited, verified source.

Metabase

Runtime: Remote (SSE)

Lets AI clients search, explore, query, and visualize data in a Metabase instance.

Official TypeScript library for the Telnyx API

Query databases from AI agents using connections configured in DBX.

PDF Reader MCP

Runtime: npx

Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.

Legalize

Runtime: npx

Official MCP connector for Legalize: read and search its whole open corpus, at any point in time.

MCP Server 12306

Runtime: uvx

An MCP server that provides 12306 ticket query

Ignite UI MCP Server

Runtime: npx

Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding