trace_id, readiness labels, limitation disclosures, citation IDs, quote spans, and publication mode.
Esheria returns source-backed regulatory workflow data, not legal advice. Keep legal review in the loop for client-facing advice.
Legal Operating Layer
Section-depth law
Work with structured statutes, regulations, obligations, filing rules, evidence requirements, penalties, review metadata, and citation-backed source context.
Workflow-ready APIs
Turn legal data into applicability reviews, registers, calendars, evidence checklists, change monitors, and product surfaces without losing the source trail.
Agent-safe tools
Give assistants MCP tools that return citations, limitations, and
trace_id with every legal workflow.Start Building
Create a self-serve workspace
Sign up at
dashboard.esheria.ai, create a data token, manage credits, and test calls in the playground.Start in five minutes
Set a dashboard-created token, run the first
curl, install esheria, configure MCP, and verify a claim with citations.Open the API reference
Use generated OpenAPI pages and the playground for every public endpoint.
Monitor legal changes
Compare pack versions, inspect diffs, and route change events into downstream review.
Run regulatory intelligence
Monitor sources, rebuild graph coverage, run customer applicability, and track customer impacts.
Map evidence and filings
Use first-class filing rules, evidence requirements, penalty facts, and legal review audit metadata.
Use the command line
Run smoke checks, list packs, export evidence, and inspect claim-verification output.
Connect agent tools
Expose regulatory tools to Claude Desktop, Cursor, Codex MCP, or an internal host.
Explore legal use cases
Map Esheria workflows to law firm, fintech, corporate registry, GRC, HR, tax, and AI product scenarios.
First Request
Operational Model
Published facts only
Customer-facing endpoints serve the published regulatory pack tier and disclose readiness limitations.
Citation-first output
Obligations, evidence, calendars, relationships, and claims carry citation IDs and quote-span context.
Traceable results
API and CLI preserve the API envelope. MCP returns bounded structured content with
trace_id and truncation metadata.Core Workflows
Discover published packs
API, CLI, and MCP entry points for current regulatory packs.
Retrieve obligations
Published duties with classification, actionability, actors, workflow targets, citations, and quote spans.
Check applicability
Match obligations to structured entity profile facts, activities, sectors, and processing context.
Monitor changes
Use versions, diffs, and change events before updating tenant operating records.
Build filing and evidence workflows
Filing rules, evidence requirements, penalties, and review audit metadata with source trace.
Verify generated claims
Test model or user claims against published facts before display.
Connect agent hosts
MCP tools for Claude Desktop, Cursor, Codex MCP, and internal hosts.
First User Journey
1
Sign up or sign in
Open
https://dashboard.esheria.ai/, sign up or sign in, and resolve your workspace.2
Create a data token
Open API Tokens, create a data token, store the one-time secret, then set it as
ESHERIA_API_KEY.3
Run the first curl
Call
/healthz, then list packs with /api/v1/domain-packs.4
Install the CLI
Run
pip install esheria, then esheria packs list --format json.5
Configure MCP
Add the live
https://mcp.esheria.ai/mcp URL, then use OAuth where supported or a dashboard data token as the bearer-token alternative.6
Verify a claim
Use
verify-claim to test a generated answer against published facts, citations, and quote spans.Current Pack Posture
The sanitized discovery release contains 69 pack records across 27 jurisdiction labels. 60 areverified_published; 9 remain metadata-only not_ready records. Catalog version: 2026-07-15-v1+sha256:c5732893a6156d077166b60ea5016166ac5b178bb024162320d3a54e0ce745eb. Coverage includes Africa, Europe, North and South America, Asia-Pacific, Middle East, and global regulatory sources across privacy, financial crime, cybersecurity, tax, sustainability, virtual assets, AI, health, and other domains.
View the production pack catalog
See every current pack ID, jurisdiction, legal domain, readiness state, and
published-fact count.
unsupported_capability for that workflow while
the generic pack endpoints continue to work.