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Sovereign Agent Memory & Edge Search

Give your autonomous agents sovereign memory and sub-15ms edge search

UltraDemon equips autonomous agents and multi-agent swarms with persistent long-term memory, sub-15ms BM25 full-text recall, and an autonomous edge crawler across 330+ Anycast cities—with zero third-party latency or data leakage.

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Sub-15ms edge recall · Zero third-party data leakage · Native MCP protocol
FIG 04.2 / ASYNC MEMORY BUS CLOCK: 100MHz SYNCHRONOUS D1 SQLITE VECTOR ACCELERATOR ULTRADEMON-M1 BM25 330-PoP EDGE 32.768k 24.50 mm
ULTRADEMON EDGE KERNEL v2.4 (FTS5) CPU: D1 HYPER-ANYCAST ENGINE ONLINE MEM: 10,000 CONCURRENT CONTEXT NODES > RECALLING: "user_enterprise_sso_policy" MATCH SCORE: 0.9984 (LATENCY: 11.2ms) > SYNCING DISTRIBUTED STATE TO 330 PoPs... OK. 0 PACKET LOSS. PR READY TO MERGE. PWR ULTRADEMON I
Proposition 3.1 (Sub-15ms BM25 Rank Monotonicity) Let Q = {q_1, ..., q_n} denote the agent query vector. Score(D, Q) = ∑ IDF(q_i) · [ f(q_i, D) · (k_1 + 1) ] / [ f(q_i, D) + k_1 · (1 - b + b · |D|/avgdl) ] Subject to Anycast propagation constraint: τ_edge < 14.2 ms. M_0 M_1 M_2 M_k w=0.94 w=0.98 Q.E.D. — ZERO DRIFT
FOCAL POINT (F_0) SUB-15ms ANYCAST CONVERGENCE SPEC: 330 EDGE POPS
UltraDemon Logo ultrademon-workspace — 330 Anycast PoPs · Active
Anycast Connected · 0.8ms link
UltraDemon Sovereign Workspace Master Screenshot
Trusted edge fabric for autonomous agents and developer swarms
Cloudflare Workers
Anthropic MCP
OpenAI Swarms
Cursor Agent
Supabase Edge
Vercel AI SDK

Engineered for agents that refuse third-party latency.

Standard cloud architectures force autonomous agents into multi-region hops, external vector databases, and rate-limited scraper proxies. UltraDemon runs directly inside Cloudflare's Anycast edge across 330+ locations.

Legacy Architecture 280ms p95

Centralized DB & Proxy Bottlenecks

Every memory recall round-trips to us-east-1. Scrapers hit bot blockers and cloud captchas. Swarms spend 80% of runtime waiting on network I/O.

Vector DB Hop (Virginia)160ms
Third-party Scraper Proxy420ms
Cold Start Penalty+1,200ms
UltraDemon Sovereign Mesh <15ms p95

Sovereign Edge In-Memory BM25

Memories, full-text indexes, and search scrapers reside directly in memory at the edge PoP nearest to the client. Zero centralized bottlenecks.

RAM L1 Local Cache0.8ms
D1 SQLite FTS5 Persistence11.4ms
Autonomous Edge Scraping142ms

Everything your autonomous agents need to remember and explore

Purpose-built for agent swarms and developer copilots that require sub-15ms memory lookups and sovereign web search without rate limits.

Sub-15ms Anycast Memory Recall

Structured long-term memory indexed with SQLite FTS5 BM25 directly across 330 Anycast edge locations. Instant associative recall without vector DB drift.

UltraMemory Stored Memory Master Preview

Edge Web Search Studio

Real-time edge web search and autonomous scraping. Scrapes 8 sources simultaneously, parses markdown cleanly, and circumvents anti-bot blocks.

UltraSearch Studio Live Result Preview

Interactive API Sandbox

Test live endpoints, inspect headers, and calibrate prompt tokens directly in the developer workbench.

API Sandbox Preview

Telemetry & ICP Engine

PostHog-competitive real-time telemetry. Evaluates agent session patterns and synthesizes Ideal Customer Profiles.

Telemetry ICP Engine Preview

Deterministic Audit Trails

Cryptographic SHA-256 verification hashes for every recalled memory vector. Single-tenant zero data leakage.

VERIFIED HASH · AES-256-GCM
0x8f2d...3a9c (Tenant: Acme)
Audit Status: 100% Deterministic
The Sovereign Knowledge Loop

From fleeting context to persistent intelligence.
UltraDemon closes the agent memory loop.

A sovereign edge architecture that transforms raw web crawls and user conversations into structured, durable knowledge nodes across your entire fleet.

01

Ingest & Index

UltraDemon ingests documentation, conversation turns, and unstructured knowledge into persistent SQLite FTS5 index partitions distributed across edge locations.

UltraDemon 01 · Autonomous Context Ingestion & BM25 Indexing
Workspace Master
Stage 01 Workspace Overview Screenshot
UltraDemon 02 · Sub-Millisecond Search & Autonomous Web Crawl
11.4ms p95
Stage 02 Search Studio Screenshot
02

Search & Crawl

Agents trigger parallel BM25 queries and streaming edge crawls via HTMLRewriter. Queries return in under 15ms with clean markdown and verified source citations.

03

Recall & Rank

Recall long-term memories with temporal decay scoring, container scoping, and associative relevance filtering without polluting LLM context windows.

UltraDemon 03 · Semantic Relevance & Memory Pruning
D1 SQLite FTS5
Stage 03 Stored Memory Screenshot
UltraDemon 04 · Continuous Edge Sync & Telemetry
Active SLA 99.99%
Stage 04 Telemetry Screenshot
04

Persist & Scale

Autonomous background cron workers refresh edge caches every 15 minutes. Kinetic telemetry continuously monitors latency, cache hits, and persona profiles.

Built for teams shipping production autonomy

From developer IDE extensions to distributed enterprise swarms.

01 / Autonomous Coding Agents

Cursor & Claude Copilots

Supply agents with sub-15ms codebase recall and live web documentation search without polluting the LLM prompt context window.

02 / Production Swarms

Multi-Agent Swarm Sync

Synchronize shared facts, tool outputs, and task dependencies across dozens of concurrent agents running simultaneously.

03 / Privacy-Conscious Labs

Sovereign Compliance

Strict single-tenant database encryption with zero third-party telemetry, zero vendor training, and zero cloud log retention.

Ecosystem & SDKs

Connect in seconds. Drop into your existing agent stack

UltraDemon drops into your workflow with native Model Context Protocol (MCP), Python SDK, and zero-install NPX CLI.

Cu
Cursor IDE
Editor MCP Link
Active
Cl
Claude Desktop
Native MCP Protocol
Active
Py
Python SDK
pip install ultrademon
v1.0.0
TS
TypeScript SDK
npm i ultrademon
v1.0.0
LC
LangChain
Community Retriever
Verified
CF
Cloudflare Workers
Anycast Edge Deploy
Native
Sb
Supabase Auth
Row-Level Tenancy
Built-In
GH
GitHub Actions
CI/CD Sync Daemon
Live

Recently shipped

Continuous deployments to 330+ Anycast edge cities with zero downtime and sub-second rollouts.

Changelog Preview
Nov 2026 Autonomous Cron Crawler Engine 2.0
Core #21347ad
Nov 2026 SQLite FTS5 BM25 In-Memory L1 Caching
Memory #6607b43
Oct 2026 Native Claude Desktop MCP Protocol Endpoint
Protocol #73ed02d
Oct 2026 Sub-15ms Anycast Edge Routing Calibration
Edge #c575245
Single-Tenant Governance

Enterprise security with fine-grained controls

Your search queries and agent memories remain strictly sovereign. We enforce hardware-isolated runtime boundaries across every Anycast node.

Single-Tenant Edge Encryption

AES-256-GCM encryption at rest and in transit. Your memories are partitioned by cryptographic tenant identifiers with zero shared state.

Fine-Grained Scope RBAC

Issue restricted API keys scoped exclusively to individual namespaces, memory read-only modes, or specific crawl domains.

Zero Model Training Policy

Your data is never utilized for LLM training, evaluations, or shared analytics. Complete data portability with one-click purge APIs.

Live Edge Latency Probe

Try the sub-15ms engine right now

Benchmark our live Anycast endpoint from your browser. Measures real network roundtrip to the nearest Cloudflare PoP.

PRICING & TIERS

Simple, transparent edge pricing.

Deploy autonomous agent memory and BM25 edge search at global scale. No hidden ingress, egress, or cold start charges.

DEVELOPER

Free Tier

For individual engineers testing autonomous agents locally.

$0 /month
  • 100 queries / day
  • 5 QPS burst limit
  • Sub-15ms BM25 Search
  • 100 stored memories
  • Community support
TEAM FAVORITE
AUTONOMOUS

Pro Tier

For engineering teams running autonomous agent swarms in production.

$29 /month
  • 10,000 queries / day
  • 20 QPS burst limit
  • Deep Research mode
  • 10,000 isolated memories
  • 330 Anycast Edge PoPs
  • Priority email support
SCALE & CRAWL

Ultra Engine

For high-concurrency swarms and continuous background edge crawling.

$99 /month
  • 50,000 queries / day
  • 50 QPS high burst limit
  • Kinetic ICP Telemetry
  • Autonomous Edge Crawler (15m)
  • Claude & Cursor MCP Server
  • Dedicated D1 replica
SOVEREIGN

Enterprise

Custom infrastructure, sovereign VPC deployment, and zero token leakage.

Custom /annual
  • Unlimited queries & QPS
  • Dedicated Anycast edge PoP
  • Private VPC / On-Premise
  • Custom fine-tuned vectors
  • 99.99% SLA & 24/7 hotline

Stop waiting on centralized latency.
Power your agents with UltraDemon

Sub-15ms agent memory, sovereign edge search, and distributed telemetry across 330+ Anycast cities. Provision your first key in seconds.