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 6 more developer resources.

🌐 Visit website 📡 Source on GitHub
33.2/100 thin ▬ flat Agent 37/100 agent aware Full breakdown ↓
scored 2026-07-27 · rubric v0.5
4 APIs
CompanyCloud SaasAI AgentsMemoryKnowledge GraphPersonalizationData PrivacyOpen SourceDeveloper ToolsRAG

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 33.2/100 · thin
Contract Quality 13.5 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 37/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 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
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. 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. Want it done for you? Prioritized profiling — $2,500 →

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

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 2

MCP servers, agent skills, and machine-readable catalogs

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

Source (apis.yml)

apis.yml Raw ↑ 
aid: eder-labs
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: '0.20'
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
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:
  - 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: 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