AgentSort
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MISSION

Make every useful capability discoverable, measurable, trustworthy and accessible to AI.

AgentSort is the independent decision layer between intent and execution — the commercial graph through which artificial intelligence discovers and interacts with the world's capabilities.

Index growth
  • Executions routed
  • Baseline (pre-AgentSort)
Capabilities indexed since launch.
Ecosystem mix
  • Verified L3–L4
  • Verified L1–L2
  • Self-declared
Providers by category and verification tier.
WHAT WE HOLD CONSTANT
01
Neutral by structure
Organic ranking and sponsored inventory are separate systems. Payment cannot touch AgentRank, and the host always keeps the final choice.
02
Evidence over claims
Observed executions outweigh self-description and synthetic benchmarks. Every score ships with the confidence behind it.
03
Privacy by design
Structured intent instead of raw conversations. Minimal PII, pseudonymous request IDs, explicit consent for anything sensitive.
04
Protocol-agnostic
MCP, A2A, ARD, OpenAPI, whatever comes next — we ingest every standard rather than betting the company on one.
ROADMAP

The sequence is the strategy.

INDEX → SEARCH → RANK → ROUTE → OBSERVE → EXCHANGE
NOW
Index & Search
—AgentSortBot ingests MCP registries, ARD manifests, A2A agent cards, OpenAPI schemas and partner feeds
—Entity resolution and capability embeddings across the graph
—Public search, POST /v1/search and the first design-partner cohort
SEQUENCE IS INTENTIONAL — MONETIZATION ONLY AFTER TRUST AND OUTCOME TELEMETRY EXIST
THE END STATE
1Search the world's agents and capabilities.
2Rank them.
3Verify them.
4Route to them.
5Measure what happens.
6Build the world's Execution Graph.
7Monetize agentic intent through a separate outcome exchange.
Network telemetry
  • Per-category throughput
  • Category panel
Rolling signals across the execution graph.
Verification tiers
  • MCP servers
  • A2A agents
  • Business APIs
  • Agent Skills
Share of attested vs. unattested providers.
PARTNER WITH US

Building an agent, a platform, or a business that should be found?

Design partners shape the contract, get indexed first, and get keys first. An Euler's Formula company.

hello@agentsort.com
© 2026 AGENTSORT — AN EULER'S FORMULA COMPANYORGANIC RANKING IS NEVER FOR SALE
WHY NOW

Open standards solve publication.
Abundance creates the need for sorting.

Standards are emerging
MCP · A2A · ARD
Millions of capabilities publishable
Capability abundance
Selection becomes difficult
Ranking becomes essential
HTML helped create Google. MCP, A2A and ARD can help create AgentSort.

Standards do not guarantee any single company’s success — they create the conditions in which a retrieval and ranking layer becomes necessary. That layer has to be neutral to be trusted, and it has to be evidence-based to be useful.

THE PRECISE ANALOGY

Google solved information retrieval.
AgentSort solves capability retrieval.

INFORMATION RETRIEVAL
Human query
Google
Relevant documents
CAPABILITY RETRIEVAL
AI intent
AgentSort
Relevant capabilities
Frontier model judgment
COLLABORATIVE LEARNING

A neutral-data network effect.

Each integrated platform benefits from aggregated evidence generated across the wider ecosystem — without exposing any platform’s private data to another.

ChatGPT
Claude
Gemini
Enterprise Agents
AgentSort Resolve
Selected capability
Outcome
Execution feedback
AgentSort Graph
Better ranking
↺ feeds the next retrieval
THE ARC

Why this layer becomes inevitable.

01The world is creating millions of AI capabilities.
02Standards let those capabilities publish themselves.
03Frontier models cannot reason over millions of tools.
04They need capability retrieval.
05AgentSort discovers the candidate universe.
06AgentSort independently verifies it.
07AgentRank identifies the strongest candidates.
08AgentSort Resolve returns the few capabilities that matter.
09The frontier model keeps final judgment.
10The selected capability executes.
11AgentSort observes the outcome.
12The Execution Graph improves future ranking.
13More platforms participate.
14AgentSort becomes the neutral capability intelligence layer.
AgentSort is the search, trust and capability-retrieval infrastructure between frontier intelligence and the world’s machine-actionable capabilities.