Eder Labs website screenshot

Eder Labs

Eder Labs builds infrastructure for using personal data in safer, more human ways. Its current focus is Persona, an open-source (MIT) user-memory system for AI agents that turns a person's digital footprint into a Graph-Vector hybrid personal knowledge graph (Neo4j graph plus vector embeddings) and answers natural-language RAG queries or returns structured insights over that memory. Eder Labs also develops Fluid, a platform for exchanging sensitive intelligence and running data science inside secure enclaves without compromising trust. Persona ships as a self-hosted FastAPI service with a small REST API for creating users, ingesting content, and querying memory. Eder Labs is backed by Accel.

Eder Labs publishes 4 APIs on the APIs.io network, including Ingestion API, Meta API, Query API, and 1 more. Tagged areas include Company, Cloud Saas, AI Agents, Memory, and Knowledge Graph.

Eder Labs’ developer surface includes documentation, getting-started guide, GitHub presence, support, and 8 more developer resources.

🌐 Visit website 📡 Source on GitHub
30.3/100 thin ▬ flat Agent 24/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0
1 APIs
CompanyCloud SaasAI AgentsMemoryKnowledge GraphPersonalizationData PrivacyOpen-SourceDeveloper ToolsRAG

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0
Composite quality — 30.3/100 · thin
Contract Quality 10.7 / 23
Developer Ergonomics 6.3 / 18
Access Clarity 3.8 / 18
Operational Transparency 0.6 / 12
Contract Governance 0.5 / 11
Discoverability 6.0 / 9
Create-or-Update Ergonomics 0.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from github.com/api-evangelist/eder-labs: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 4

Individual APIs this provider publishes, each with its own machine-readable definition.

Eder Labs Ingestion API

Getting content into a user's memory

Eder Labs Meta API

Service metadata

Eder Labs Query API

Retrieving memory via RAG and structured insights

Eder Labs Users API

User (memory namespace) lifecycle

Open Collections 5

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Persona Ingestion API

OPEN COLLECTION

Persona Ingestion Meta API

OPEN COLLECTION

Persona Ingestion Query API

OPEN COLLECTION

Persona Ingestion Users API

OPEN COLLECTION

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Eder Labs Domain Security

TLSv1.3 · HSTS

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Eder Labs Agentic Access

7 operations · 6 acting

7 operations · 6 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted
GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate
X-MCPServerCandidate
 LLMsTxt
LLMsTxt
 AgentSkill
AgentSkill

Build 1

SDKs, sample code, and the tooling you integrate with

GitHub
GitHub

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 1

The organization behind the API

Website
Website

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: eder-labs
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/eder-labs.png
name: Eder Labs
description: Eder Labs builds infrastructure for using personal data in safer, more human ways. Its current focus is Persona,
  an open-source (MIT) user-memory system for AI agents that turns a person's digital footprint into a Graph-Vector hybrid
  personal knowledge graph (Neo4j graph plus vector embeddings) and answers natural-language RAG queries or returns structured
  insights over that memory. Eder Labs also develops Fluid, a platform for exchanging sensitive intelligence and running data
  science inside secure enclaves without compromising trust. Persona ships as a self-hosted FastAPI service with a small REST
  API for creating users, ingesting content, and querying memory. Eder Labs is backed by Accel.
url: https://raw.githubusercontent.com/api-evangelist/eder-labs/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- accel
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Cloud Saas
- AI Agents
- Memory
- Knowledge Graph
- Personalization
- Data Privacy
- Open-Source
- Developer Tools
- RAG
tags_raw:
- Company
- Cloud Saas
- AI Agents
- Memory
- Knowledge Graph
- Personalization
- Data Privacy
- Open Source
- Developer Tools
- RAG
apis:
- aid: eder-labs:eder-labs-ingestion-api
  name: Eder Labs Ingestion API
  description: Getting content into a user's memory
  humanURL: https://docs.buildpersona.ai/
  baseURL: http://localhost:8000/api/v1
  tags:
  - Ingestion
  properties:
  - type: OpenAPI
    url: openapi/eder-labs-ingestion-api-openapi.yml
  - type: Documentation
    url: https://docs.buildpersona.ai/
  - type: APIReference
    url: https://github.com/saxenauts/persona/blob/main/docs/API.md
  - type: Quickstart
    url: https://docs.buildpersona.ai/quickstart
  - type: Conventions
    url: conventions/eder-labs-conventions.yml
  - type: ErrorCatalog
    url: errors/eder-labs-problem-types.yml
  - type: Lifecycle
    url: lifecycle/eder-labs-lifecycle.yml
  - type: Conformance
    url: conformance/eder-labs-conformance.yml
  - type: DataModel
    url: data-model/eder-labs-data-model.yml
  - type: AgenticAccess
    url: agentic-access/eder-labs-agentic-access.yml
- aid: eder-labs:eder-labs-meta-api
  name: Eder Labs Meta API
  description: Service metadata
  humanURL: https://docs.buildpersona.ai/
  baseURL: http://localhost:8000/api/v1
  tags:
  - Meta
  properties:
  - type: OpenAPI
    url: openapi/eder-labs-meta-api-openapi.yml
  - type: Documentation
    url: https://docs.buildpersona.ai/
  - type: APIReference
    url: https://github.com/saxenauts/persona/blob/main/docs/API.md
  - type: Quickstart
    url: https://docs.buildpersona.ai/quickstart
  - type: Conventions
    url: conventions/eder-labs-conventions.yml
  - type: ErrorCatalog
    url: errors/eder-labs-problem-types.yml
  - type: Lifecycle
    url: lifecycle/eder-labs-lifecycle.yml
  - type: Conformance
    url: conformance/eder-labs-conformance.yml
  - type: DataModel
    url: data-model/eder-labs-data-model.yml
  - type: AgenticAccess
    url: agentic-access/eder-labs-agentic-access.yml
- aid: eder-labs:eder-labs-query-api
  name: Eder Labs Query API
  description: Retrieving memory via RAG and structured insights
  humanURL: https://docs.buildpersona.ai/
  baseURL: http://localhost:8000/api/v1
  tags:
  - Query
  properties:
  - type: OpenAPI
    url: openapi/eder-labs-query-api-openapi.yml
  - type: Documentation
    url: https://docs.buildpersona.ai/
  - type: APIReference
    url: https://github.com/saxenauts/persona/blob/main/docs/API.md
  - type: Quickstart
    url: https://docs.buildpersona.ai/quickstart
  - type: Conventions
    url: conventions/eder-labs-conventions.yml
  - type: ErrorCatalog
    url: errors/eder-labs-problem-types.yml
  - type: Lifecycle
    url: lifecycle/eder-labs-lifecycle.yml
  - type: Conformance
    url: conformance/eder-labs-conformance.yml
  - type: DataModel
    url: data-model/eder-labs-data-model.yml
  - type: AgenticAccess
    url: agentic-access/eder-labs-agentic-access.yml
- aid: eder-labs:eder-labs-users-api
  name: Eder Labs Users API
  description: User (memory namespace) lifecycle
  humanURL: https://docs.buildpersona.ai/
  baseURL: http://localhost:8000/api/v1
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/eder-labs-users-api-openapi.yml
  - type: Documentation
    url: https://docs.buildpersona.ai/
  - type: APIReference
    url: https://github.com/saxenauts/persona/blob/main/docs/API.md
  - type: Quickstart
    url: https://docs.buildpersona.ai/quickstart
  - type: Conventions
    url: conventions/eder-labs-conventions.yml
  - type: ErrorCatalog
    url: errors/eder-labs-problem-types.yml
  - type: Lifecycle
    url: lifecycle/eder-labs-lifecycle.yml
  - type: Conformance
    url: conformance/eder-labs-conformance.yml
  - type: DataModel
    url: data-model/eder-labs-data-model.yml
  - type: AgenticAccess
    url: agentic-access/eder-labs-agentic-access.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: X-MCPServerCandidate
  url: mcp/eder-labs-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: Overlay
  url: overlays/eder-labs-persona-overlay.yaml
- type: Website
  url: https://www.eder.io/
- type: Documentation
  url: https://docs.buildpersona.ai/
- type: GettingStarted
  url: https://docs.buildpersona.ai/quickstart
- type: GitHub
  url: https://github.com/saxenauts/persona
- type: LLMsTxt
  url: llms/eder-labs-llms.txt
- type: Support
  url: https://github.com/saxenauts/persona/issues
- type: TermsOfService
  url: https://www.eder.io/terms
- type: PrivacyPolicy
  url: https://www.eder.io/privacy
- type: AgentSkill
  url: skills/_index.yml
- type: DomainSecurity
  url: security/eder-labs-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

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