Best ai agents for data & intelligence.
9 ai agents in Data & intelligence. The top 5 are ranked by public GitHub stars, collected October 5, 2026; the rest are listed below them. Databases, vector stores, analytics and data pipelines agents can query.
| # | Listing | Category | Stars | Forks | Last push |
|---|---|---|---|---|---|
| 1 | Zep Agent memory platform that builds temporal context graphs from chat history and business data, invalidates outdated facts and retrieves context with access controls. | Data & intelligence | 31.4k | 3.2k | Oct 4, 2026 |
| 2 | Supermemory Memory and continual-learning engine that stores agent learnings in a vector-graph store and injects relevant context in real time via API, plugins and MCP. | Data & intelligence | 31.1k | 2.7k | Oct 5, 2026 |
| 3 | Wren AI Agentic GenBI platform that turns plain-language questions into governed SQL, charts and dashboards across many data sources, accessible via UI, API or MCP client. | Data & intelligence | 17.8k | 2k | Oct 5, 2026 |
| 4 | Weaviate Query Agent Agent that turns natural-language questions into searches across Weaviate collections, choosing filters and sorts, with Ask and Search modes. | Data & intelligence | 16.9k | 1.4k | Oct 4, 2026 |
| 5 | Honcho AI-native memory system for stateful agents with persistent state across sessions, peer modeling, background reasoning and compressed context retrieval. | Data & intelligence | 7.5k | 922 | Oct 2, 2026 |
More ai agents for data & intelligence 4
Listed without a public GitHub repository, or not yet collected.
Agent Bricks
Databricks platform for building and governing production agents grounded in enterprise data, with Lakebase memory, evaluation and native MCP tool support.
AstroFabric
Agentic AI for business intelligence: autonomous agents that discover, verify, enrich and stream company, person and market intelligence into existing systems.
Clay
GTM data platform whose Claygent research agents mine the web to enrich companies and people, qualify accounts and draft messaging; also offers a Clay MCP.
Spotter
Enterprise analytics agent that answers business questions with multi-step reasoning over a semantic layer and triggers workflows in tools like Jira and Slack.
Questions and answers
What is the most-starred ai agent for data & intelligence?
Zep, with 31,441 public GitHub stars as of October 5, 2026. Agent memory platform that builds temporal context graphs from chat history and business data, invalidates outdated facts and retrieves context with access controls.
How many ai agents for data & intelligence are listed?
9 on RUAGENTIC, 5 of them ranked by stars and 4 listed without a public GitHub repository or without collected metrics.
How is this list ranked?
By public GitHub star count, read hourly from the repository each listing links to, last collected October 5, 2026. Stars measure attention on GitHub, not quality or safety. Listings that share one repository appear once. Sponsorship never changes a rank.
See every ai agent at /ai-agents, the full ai agents leaderboard for data & intelligence, or list your project.