Lemma

Lemma (uselemma.ai, Forge AI Labs, Inc., Y Combinator Fall 2025) is a production monitoring and observability platform for AI agents. Teams instrument agents with the Lemma tracing SDKs (TypeScript and Python) so every agent execution becomes one trace with LLM generations, tool calls, and app-logic spans as children; Lemma then surfaces silent semantic failures, groups recurring issues with root-cause analysis, sends signed incident webhooks, and exposes the whole surface — projects, traces, issues, and learn-agent artifacts — through the Lemma Platform API and an official remote MCP server so coding agents can pull the exact runs and errors they need and fix issues in place.

Lemma publishes 4 APIs on the APIs.io network, including Artifacts API, Issues API, Projects API, and 1 more. Tagged areas include Company, Artificial Intelligence, AI Agents, Observability, and Monitoring.

The Lemma catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Lemma’s developer surface includes documentation, getting-started guide, engineering blog, changelog, support, authentication, and 19 more developer resources.

🌐 Visit website 📡 Source on GitHub
45.8/100 developing ▬ flat Agent 65/100 agent native Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
4 APIs 1 MCP Servers
CompanyArtificial IntelligenceAI AgentsObservabilityMonitoringTracingDeveloper ToolsB2B

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 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/uselemma: 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.

Lemma Artifacts API

The Artifacts API from Lemma — 6 operation(s) for artifacts.

Lemma Issues API

The Issues API from Lemma — 8 operation(s) for issues.

Lemma Projects API

The Projects API from Lemma — 6 operation(s) for projects.

Lemma Traces API

The Traces API from Lemma — 17 operation(s) for traces.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

uselemma-mcp.yml

MCP SERVER

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Uselemma Webhooks

ASYNCAPI

Security Posture 3

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

Uselemma Authentication

http · 1 scheme

SECURITY

Uselemma Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Uselemma Trust Center

trust center published

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

GettingStarted
GettingStarted
 Login
Login

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

MCPServer
MCPServer
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt

Design & Contract 7

Pagination, idempotency, versioning, errors, and events

Webhooks
Webhooks
 Conventions
Conventions
 Idempotency
Idempotency
 ErrorCatalog
ErrorCatalog
 Lifecycle
Lifecycle
 Conformance
Conformance
 DataModel
DataModel

Scroll for all 7

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 Packages
Packages
 SDKs
SDKs

Access & Security 4

Authentication, authorization, and security posture

TrustCenter
TrustCenter
 TrustCenter
TrustCenter
 Authentication
Authentication
 DomainSecurity
DomainSecurity

Operate 3

Status, limits, changes, and where to get help

ChangeLog
ChangeLog
 ChangeLog
ChangeLog
 Support
Support

Company 2

The organization behind the API

Website
Website
 Blog
Blog

Source (apis.yml)

apis.yml Raw ↑ 
aid: uselemma
name: Lemma
description: Lemma (uselemma.ai, Forge AI Labs, Inc., Y Combinator Fall 2025) is a production monitoring and observability
  platform for AI agents. Teams instrument agents with the Lemma tracing SDKs (TypeScript and Python) so every agent execution
  becomes one trace with LLM generations, tool calls, and app-logic spans as children; Lemma then surfaces silent semantic
  failures, groups recurring issues with root-cause analysis, sends signed incident webhooks, and exposes the whole surface
  — projects, traces, issues, and learn-agent artifacts — through the Lemma Platform API and an official remote MCP server
  so coding agents can pull the exact runs and errors they need and fix issues in place.
url: https://raw.githubusercontent.com/api-evangelist/uselemma/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
x-tier: profiled
x-tier-reason: enriched from stub 2026-07-21; real API provider with OpenAPI, MCP, SDKs
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-21'
image: https://uselemma.ai/opengraph-image.png
tags:
- Company
- Artificial Intelligence
- AI Agents
- Observability
- Monitoring
- Tracing
- Developer Tools
- B2B
apis:
- aid: uselemma:uselemma-artifacts-api
  name: Lemma Artifacts API
  description: The Artifacts API from Lemma — 6 operation(s) for artifacts.
  humanURL: https://docs.uselemma.ai/api-reference
  baseURL: https://api.uselemma.ai
  tags:
  - Artifacts
  properties:
  - type: OpenAPI
    url: openapi/uselemma-artifacts-api-openapi.yml
  - type: Documentation
    url: https://docs.uselemma.ai
  - type: APIReference
    url: https://docs.uselemma.ai/api-reference
- aid: uselemma:uselemma-issues-api
  name: Lemma Issues API
  description: The Issues API from Lemma — 8 operation(s) for issues.
  humanURL: https://docs.uselemma.ai/api-reference
  baseURL: https://api.uselemma.ai
  tags:
  - Issues
  properties:
  - type: OpenAPI
    url: openapi/uselemma-issues-api-openapi.yml
  - type: Documentation
    url: https://docs.uselemma.ai
  - type: APIReference
    url: https://docs.uselemma.ai/api-reference
- aid: uselemma:uselemma-projects-api
  name: Lemma Projects API
  description: The Projects API from Lemma — 6 operation(s) for projects.
  humanURL: https://docs.uselemma.ai/api-reference
  baseURL: https://api.uselemma.ai
  tags:
  - Projects
  properties:
  - type: OpenAPI
    url: openapi/uselemma-projects-api-openapi.yml
  - type: Documentation
    url: https://docs.uselemma.ai
  - type: APIReference
    url: https://docs.uselemma.ai/api-reference
- aid: uselemma:uselemma-traces-api
  name: Lemma Traces API
  description: The Traces API from Lemma — 17 operation(s) for traces.
  humanURL: https://docs.uselemma.ai/api-reference
  baseURL: https://api.uselemma.ai
  tags:
  - Traces
  properties:
  - type: OpenAPI
    url: openapi/uselemma-traces-api-openapi.yml
  - type: Documentation
    url: https://docs.uselemma.ai
  - type: APIReference
    url: https://docs.uselemma.ai/api-reference
common:
- url: https://www.uselemma.ai
  type: Website
- url: https://docs.uselemma.ai
  type: Documentation
- url: https://docs.uselemma.ai/getting-started/quickstart
  type: GettingStarted
- url: https://www.uselemma.ai/blog
  type: Blog
- url: https://www.uselemma.ai/changelog
  type: ChangeLog
- url: changelog/uselemma-changelog.yml
  type: ChangeLog
- url: https://github.com/uselemma
  type: GitHubOrganization
- url: https://platform.uselemma.ai
  type: Login
- url: https://github.com/uselemma/lemma/issues
  type: Support
- url: https://trust.uselemma.ai/
  type: TrustCenter
- url: security/uselemma-trust-center.yml
  type: TrustCenter
- url: mcp/uselemma-mcp.yml
  type: MCPServer
- url: skills/_index.yml
  type: AgentSkill
- url: llms/uselemma-llms.txt
  type: LLMsTxt
- url: packages/uselemma-packages.yml
  type: Packages
- url: packages/uselemma-packages.yml
  type: SDKs
- url: asyncapi/uselemma-webhooks.yml
  type: Webhooks
- url: conventions/uselemma-conventions.yml
  type: Conventions
- url: conventions/uselemma-conventions.yml
  type: Idempotency
- url: errors/uselemma-problem-types.yml
  type: ErrorCatalog
- url: lifecycle/uselemma-lifecycle.yml
  type: Lifecycle
- url: conformance/uselemma-conformance.yml
  type: Conformance
- url: authentication/uselemma-authentication.yml
  type: Authentication
- url: security/uselemma-domain-security.yml
  type: DomainSecurity
- url: data-model/uselemma-data-model.yml
  type: DataModel
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 20
  pass: local-v1