The Context Layer
for Every AI Agent
Built by big tech data platform engineers.
Join 1,200+ engineers and AI teams on the waitlist
The Context
Layer
THE INTELLIGENT DATA LAYER
FOR AI-POWERED OPERATIONS.
BUILT ON: → ZERO-COPY ARCHITECTURE
→ SEMANTIC KNOWLEDGE GRAPH
→ MCP-NATIVE DELIVERY
MANTLE → CONNECTS 40+ DATA SOURCES,
RESOLVES ENTITIES IN REAL TIME,
LOW LATENCY CONTEXT DELIVERY.
Platform
Connect everything. Understand meaning. Serve with confidence.
mantle reads your data where it lives, builds a semantic knowledge graph across every source, and delivers quality-scored context to any AI agent — through a single API call.
Connect
40+ ConnectorsYour CRM, data warehouse, docs, chat, email, code repos — connected in minutes. We read in place. No ETL pipelines, no sync jobs, no copies of your data.
Understand
Entity ResolutionEngineering calls it 'Project Aurora.' Finance tracks it as CC-2847. The board deck says 'New Market Expansion.' Your CEO asks an agent 'how's the new product launch going?' — mantle knows all three are the same thing.
Serve
Low LatencyEvery response is scored for freshness, confidence, and consistency — then optimized for your agent's token budget. Delivered via MCP. One call, every source.
How It Works
From Scattered Data to Perfect Context.
AI agents are making decisions with incomplete information. Your data lives across dozens of tools — siloed, stale, and invisible to the models that need it most. That's not a feature gap. It's a data infrastructure gap.
mantle is the missing layer between your enterprise data and your AI agents. We connect, understand, and serve — so every agent acts on trusted, complete context.
Agent asks
Any AI agent sends a natural language query via MCP. No schema configuration. No manual mapping. Just ask.
mantle searching
Entity resolved across 6 systems. Naming variants matched. Relationship graph walked across CRM, tickets, usage data, and team conversations.
AI knows
Quality-scored, deduplicated, token-optimized context delivered to your agent. Conflicts detected. Better decisions, every time.
About
Building the intelligence layer for AI.
mantle was founded on a simple premise: AI agents are only as good as the context they receive. Today, that context is fragmented across dozens of tools — siloed, stale, and impossible to access in real time.
We're building the connective tissue between your data and your AI — a semantic context layer that understands relationships, resolves entities, and delivers precisely what every agent needs to act with confidence.
Zero-copy by default
Your data stays where it lives. We read in place — no ETL pipelines, no data duplication, no security trade-offs.
Quality over quantity
Every piece of context is scored, deduplicated, and token-optimized before it reaches your agent. Less noise, better decisions.
Open standards
Built on MCP from day one. We believe the context layer should be interoperable, not another walled garden.
Founded
2025
San Francisco, CA
Team
3
Engineers building the context layer
Connectors
40+
Data sources, zero copies
Delivery
Low Latency
Quality-scored context via MCP
For Developers
Five lines. Any stack.
Drop mantle into your existing infrastructure with SDKs for TypeScript, Python, and Go. No migration required.
View DocumentationWaitlist
Your AI deserves
deeper context.
Be among the first to give your AI agents the context layer they need. Free tier included.
No credit card required — 1,000 free queries/month
Contact
Let's talk.
Whether you're exploring how mantle fits your stack, need enterprise pricing, or want to partner with us — we'd love to hear from you.
General Inquiries
hello@mantleai.devFollow Us
@usemantleai