cocoindex

Incremental data-indexing engine for long-horizon AI agents — keeps RAG pipelines and agent context always fresh by only reprocessing changed data from codebases, Slack, docs, and databases.

Connects to: PostgreSQL, Pinecone, Qdrant, Python, Rust · · Apache-2.0 10,563★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/cocoindex-io/cocoindex
• This harness as JSON: /api/harnesses/cocoindex
• Agent setup: /setup.md
• Browse all 700+ harnesses on Loadbay