convergence

Convergence AI was a London-based artificial-intelligence startup founded in 2024 by Marvin Purtorab (CEO) and Andy Toulis (CTO) building Proxy, a personal AI agent designed to complete open-ended administrative and web-browsing tasks across domains. Its approach centered on long-term memory and continual learning via a new class of models it called Large Meta Learning Models (LMLM). Convergence raised a $12M pre-seed led by Balderton Capital with participation from Salesforce Ventures and Shopify Ventures, and was acquired by Salesforce in May 2025 to strengthen Agentforce. Its lasting public surface is the convergence-ai GitHub organization, which open-sourced proxy-lite (a mini open-weights web-browsing agent), the proxy-lite-3b vision-language model on Hugging Face, the LM2 memory-model paper repo, and the WebGames agent benchmark.

convergence is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, AI Agents, Machine Learning, and Web Automation.

convergence’s developer surface includes documentation and 5 more developer resources.

🌐 Visit website 📡 Source on GitHub

10.5/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-07-27 · rubric v0.5

0 APIs

CompanyArtificial IntelligenceAI AgentsMachine LearningWeb AutomationOpen WeightsDeveloper Tools

Kin Score

Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5

Composite quality — 10.5/100 · minimal

Contract Quality 0.0 / 25

Developer Ergonomics 3.0 / 20

Commercial Clarity 0.0 / 20

Operational Transparency 0.7 / 13

Governance 0.0 / 12

Discoverability 6.8 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 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 0 / 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/convergence: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Source (apis.yml)

aid: convergence
name: convergence
description: Convergence AI was a London-based artificial-intelligence startup founded in 2024 by Marvin Purtorab (CEO) and
  Andy Toulis (CTO) building Proxy, a personal AI agent designed to complete open-ended administrative and web-browsing tasks
  across domains. Its approach centered on long-term memory and continual learning via a new class of models it called Large
  Meta Learning Models (LMLM). Convergence raised a $12M pre-seed led by Balderton Capital with participation from Salesforce
  Ventures and Shopify Ventures, and was acquired by Salesforce in May 2025 to strengthen Agentforce. Its lasting public surface
  is the convergence-ai GitHub organization, which open-sourced proxy-lite (a mini open-weights web-browsing agent), the proxy-lite-3b
  vision-language model on Hugging Face, the LM2 memory-model paper repo, and the WebGames agent benchmark.
url: https://raw.githubusercontent.com/api-evangelist/convergence/refs/heads/main/apis.yml
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://avatars.githubusercontent.com/u/168867344?v=4
x-type: company
x-source: vc-portfolio
x-backed-by:
- balderton-capital
x-acquired-by: salesforce
x-acquired-date: '2025-05-15'
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Artificial Intelligence
- AI Agents
- Machine Learning
- Web Automation
- Open Weights
- Developer Tools
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/convergence-domain-security.yml
- type: Website
  url: https://convergence.ai/
- type: GitHubOrganization
  url: https://github.com/convergence-ai
- type: Documentation
  url: https://github.com/convergence-ai/proxy-lite
- type: Packages
  url: packages/convergence-packages.yml
- type: SDKs
  url: packages/convergence-packages.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence