Sift – MCP aggregator that exposes 2 tools instead of hundreds is a skill AI agent for To quickly integrate multiple tools into an AI agent without the overhead of managing individual connections. Pricing: not stated on the product page. As of 2026-08-06, KanonAgent records 4 票. First indexed by KanonAgent on 2026-08-06.
Sift simplifies building AI agents by reducing access to hundreds of tools down to just two interfaces, cutting through integration complexity.
4 upvotes
Tracked by Kanon since Aug 6, 2026
🤖 Agent teardown · skill
Job to be doneTo quickly integrate multiple tools into an AI agent without the overhead of managing individual connections.
AutonomyL2 · tool-calling(evidence: "call_tool — invoke one of them by the tool_id `search_tools`…")
Who it is forDevelopers building AI agents
Prerequisitesopen source · self-hostable
Integrationsmcp
Why it matters
It addresses tool fragmentation in the AI agent ecosystem by acting as a streamlined middleware layer for tool access.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“call_tool — invoke one of them by the tool_id `search_tools` returned.”— readme
“Point Sift at every MCP server you have”— readme
“semantic aggregator for MCP tools”— readme
“A semantic aggregator for MCP tools. Point Sift at every MCP server you have — it exposes exactly two tools to your agent”— readme
Signal source: Show HN
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FAQ
What is Sift?
Sift simplifies building AI agents by reducing access to hundreds of tools down to just two interfaces, cutting through integration complexity.
What does Sift do?
To quickly integrate multiple tools into an AI agent without the overhead of managing individual connections.
Why does Sift matter?
It addresses tool fragmentation in the AI agent ecosystem by acting as a streamlined middleware layer for tool access.
Is Sift open source?
Yes — Sift is open source.
Can I self-host Sift?
Yes — Sift can be self-hosted.
What does Sift integrate with?
mcp
How popular is Sift?
As tracked by KanonAgent: 4 upvotes (first indexed 2026-08-06).
What are the best Sift alternatives?
Similar AI agents tracked by KanonAgent: ECC, ponytail, claude-mem, open-design, deer-flow, oh-my-openagent.