Antfly
Antfly provides a self‑learning retrieval engine for AI agents, enabling hybrid search over user‑owned data sources such as PostgreSQL, S3, and file systems. It offers built‑in vector embeddings, reranking, multimodal support (text, images, audio, video), and a knowledge graph, all running locally or in the Antfly Cloud. The platform is open‑source, free for self‑hosted use, and includes managed growth and enterprise plans with RBAC, SSO, autoscaling, and unlimited queries.
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles Antfly the way a machine reads it — 39 machine-readable artifacts across 1 API, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Antfly scores 50.7/100 (developing), with a separate agent-readiness read of 45/100 (agent native). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance. Every facet and dimension name is a link: it opens that measurement's page on APIs.io, where the rating runs across the whole catalog — the exact checks that feed it, how every profiled provider distributes on it, and who is at the top of it.
Kin Score
How this is scored →scored 2026-10-31 · rubric v0.25.0
Put this on your own site. The badge is drawn live from Antfly's current Kin Score — paste it once and it updates itself every time the score is recomputed. It follows your visitor's light or dark setting, and it links back here so anyone who sees it can read the full breakdown.
<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/antfly/"
title="Antfly on API Evangelist — API profile and Kin Score">
<img src="https://apis.io/badge/antfly.svg"
alt="Antfly Kin Score — API readiness rating by API Evangelist" width="150" height="150" loading="lazy">
</a>[](https://providers.apievangelist.com/providers/antfly/)<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/antfly/"
title="Antfly on API Evangelist — API profile and Kin Score">
<img src="https://apis.io/badge/antfly/card.svg"
alt="Antfly Kin Score — API readiness rating by API Evangelist" width="340" height="120" loading="lazy">
</a>More shapes, themes and sizes → · Score as JSON · How badges work
How we profile Antfly
Each block below is one kind of artifact we hold for Antfly. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 20
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Antfly AI API
The Ai API from Antfly — 24 operation(s) for ai.
Antfly Cluster Management API
Monitor and manage your Antfly cluster's health and status. ## Cluster Health The cluster health endpoint provides real-time status of all stores and shards: - **healthy**: All ...
Antfly Data Operations API
Perform data operations including batch inserts/deletes, linear merge sync, backup/restore, and individual key lookups. ## Batch Operations Efficiently insert or delete multiple...
Antfly Documents API
The Documents API from Antfly — 12 operation(s) for documents.
Antfly Index Management API
Create and manage indexes for full-text search, vector similarity search, and multimodal content. ## Index Types Antfly supports two primary index types: ### `full_text` - Full-...
Antfly Inference API
The Inference API from Antfly — 1 operation(s) for inference.
Antfly Installed API
PostgreSQL-style installed extension lifecycle.
Antfly Memory API
Evidence-backed temporal agent memory
Antfly Ml API
The Ml API from Antfly — 3 operation(s) for ml.
Antfly Models API
The Models API from Antfly — 2 operation(s) for models.
Antfly Packages API
Signed installable artifacts known to Antfly.
Antfly Permission API
Operations related to permissions
Antfly Personal Connections API
The personal_connections API from Antfly — 5 operation(s) for personal_connections.
Antfly Query Operations API
Execute queries across tables using full-text search, vector similarity search, or hybrid approaches combining both with Reciprocal Rank Fusion (RRF). ## Query Types ### Full-Te...
Antfly Resolver Curation API
Durable resolver identity correction, suppression, review and replay.
Antfly Role API
Operations related to Casbin role and group membership
Antfly Row Filter API
Operations related to row-level security filters
Antfly Table Management API
Manage tables in your Antfly cluster. Tables store your documents and support multiple indexes. ## Schema Schemas define the structure and types of data in your tables using **J...
Antfly User API
Operations related to users
Antfly API Key API
Operations related to API key management
Scroll within the panel for all 20 ·
Pricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the things the Kin Score reads for access clarity — renamed from commercial clarity in rubric 0.12, because a free statutory interface has access terms and no commercial ones.
Published pricing tiers and plan structures.
Antfly Plans Pricing
PLANSEvent Specifications 1
Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.
AsyncAPI definitions for this provider's event-driven and streaming APIs.
Antfly Webhooks
ASYNCAPISemantic Vocabularies 1
JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.
JSON-LD contexts and semantic vocabularies used across these APIs.
Antfly Context
JSON-LDSpectral Rules 1
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
Antfly API Rules
SPECTRALJSON Schema 12
Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.
Standalone JSON Schema definitions for this provider's data models.
InferenceGenerateRequest
JSON SCHEMAMemoryInspection
JSON SCHEMAMemoryRecallResult
JSON SCHEMAMemoryRecordPage
JSON SCHEMAMemoryRecord
JSON SCHEMAMemoryRelationshipProposal
JSON SCHEMAPostAiV1ChatCompletionsRequest
JSON SCHEMAPostAiV1GenerateBatchRequest
JSON SCHEMAPostAiV1GenerateContextCheckpointRequest
JSON SCHEMAPostAiV1GenerateContextPrepareRequest
JSON SCHEMAPostAiV1GenerateRequest
JSON SCHEMAPostGenerateContextCheckpointRequest
JSON SCHEMAScroll within the panel for all 12 ·
Security Posture 2
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for Antfly — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 1
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 2
MCP servers, agent skills, and machine-readable catalogs
Design & Contract 9
Pagination, idempotency, versioning, errors, and events
Scroll within the panel for all 9 ·
Build 3
SDKs, sample code, and the tooling you integrate with
Access & Security 2
Authentication, authorization, and security posture
Operate 2
Status, limits, changes, and where to get help
Commercial 4
Pricing, plans, and the legal terms of use
Company 2
The organization behind the API
Other 3
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/antfly · machine-readable index on apis.io
This is an independent, third-party profile of Antfly, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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