AgentIndex icon
AgentIndex
ctxd logo
ctxd
★ 59
vs
OnCo logo
OnCo
★ 237

ctxd vs OnCo

ctxd: ctxd provides a Python SDK and CLI for its cloud context infrastructure, designed for AI agents. It connects to, parses, indexes, and syncs content from various cloud applications like Google Drive, Slack, and GitHub, allowing permission-aware searching through a unified index.; OnCo: OnCo is an open, cited knowledge graph dedicated to cancer, aiming for total information dominance across all aspects of the disease. It provides a comprehensive repository of data, research, treatments, and patient information accessible via a website, static JSON API, and command-line tools.

01

TL;DR

ctxd logo
ctxdMemory & Context · ★ 59

Providing context infrastructure for AI agents.

Read ctxd full review →
OnCo logo
OnCoRAG / Knowledge Base · ★ 237

Patients and Carers: Access plain-English information on cancers, treatments, side effects, and evidence-graded complementary approaches.

Read OnCo full review →
02

Side-by-Side Comparison

Field
ctxd logoctxd
OnCo logoOnCo
Category
Memory & Context
RAG / Knowledge Base
Stars
★ 59
★ 237
License
MIT
MIT
Install Command
pip install ctxd
npx onco
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Python SDK, CLI, AI Agents
Oncology, Knowledge Graph, Cancer Research
03

Features

ctxd logoctxd
01Connects to cloud files and data across multiple applications (e.g., Google Drive, Slack, GitHub).
02Parses, indexes, and syncs content for unified search.
03Provides a permission-aware search index.
04Offers both synchronous and asynchronous Python clients.
05Supports flexible authentication methods including API keys and interactive login.
OnCo logoOnCo
01Interactive Website Interface: Offers filters, tooltips, molecule renderings, a graph explorer, and an 'Ask OnCo' question answering system.
02Static JSON API: Provides programmatic access to the corpus with CORS, Markdown context files for language models, Atom feeds, and RDF triples.
03Command-Line Tool (CLI) and MCP Server: Enables agents and scripts to search, fetch, compare, and query the cancer corpus directly.
04Multi-language Support: Offers eight interface languages with translated TL;DRs to enhance accessibility for a global audience.
04

Use Cases

ctxd logoctxd
↳Providing context infrastructure for AI agents.
↳Searching documents and data across various connected cloud applications.
↳Automating data retrieval and context fetching in scripts and headless environments.
↳Integrating cloud-based information into custom applications using Python SDK.
OnCo logoOnCo
↳Patients and Carers: Access plain-English information on cancers, treatments, side effects, and evidence-graded complementary approaches.
↳Clinicians and Researchers: Explore the state of the art, history, ongoing research, and bottlenecks in cancer, with direct links to primary sources.
↳AI Agents and Scripts: Programmatically search, fetch, compare, and query the knowledge graph for data integration, analysis, and LLM context.
↳Investors and Policymakers: Understand market landscapes, treatment approvals by region, funding, and the overall progress in oncology.
05

Best For

ctxd logoctxd
—
OnCo logoOnCo
Hidden Gem
FAQ

FAQ

What is the difference between ctxd and OnCo?
Both ctxd and OnCo are in the Memory & Context category. ctxd has 59 stars, while OnCo has 237 stars.
Which is better, ctxd or OnCo?
The best choice depends on your use case. Choose ctxd if Providing context infrastructure for AI agents., and OnCo if Patients and Carers: Access plain-English information on cancers, treatments, side effects, and evidence-graded complementary approaches..
Is ctxd free or open source?
Yes, ctxd is open source on GitHub (MIT).
Is OnCo free or open source?
Yes, OnCo is open source on GitHub (MIT).
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Alternatives to ctxd →Alternatives to OnCo →ctxd details →OnCo details →