Beacon

Beacon

Asymptote Labs
Engram

Engram

Weaviate
+
+

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About

Beacon is an open-source telemetry and memory layer for AI coding agents. It records agent sessions across local machines, CI, and cloud environments, creating a searchable history for developers and teams. Users can review workflows, debug agent behavior, analyze usage, investigate security risks, and turn sessions into reusable skills and agent memory. Beacon supports Claude Code, Cursor, Codex, OpenCode, and more than 20 other agent harnesses; the Observe SDK supports instrumentation of cloud agents. It runs locally or connects to Beacon Cloud for hosted session history, findings, analytics, sharing, and MCP access. The free Beacon Cloud plan includes 50 findings, session search over MCP, and shareable sessions. Pro adds unlimited findings, agent memories, reusable skills, full MCP access, and real-time alerts. Enterprise adds organization-wide findings, endpoint and CI deployment, approval controls, SSO, role-based access, audit logs, and dedicated support.

About

Engram is a fully managed memory and context service purpose-built to help AI agents remember, learn, and improve over time. Instead of treating memory as an ever-growing pile of raw conversations and events, it turns noisy interaction data into structured, durable, and evolving memories. Applications can send raw text, complete conversations, or pre-extracted facts through a REST API or Python SDK without preprocessing. Engram then runs asynchronous pipelines that extract relevant information, transform it by deduplicating and reconciling it with existing knowledge, and commit a clean memory state without blocking the application’s main workflow. It resolves inconsistencies, adapts to changing preferences and time-evolving facts, and keeps context relevant and efficient. Agents can retrieve ranked memories in real time through vector similarity, BM25 keyword search, or hybrid retrieval, reducing the need to resend entire conversation histories.

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Software developers and engineering, platform, and security teams that use or oversee AI coding agents.

Audience

AI developers that need persistent, structured memory so agents can retain context, learn from interactions, and share knowledge across sessions

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$0
Beacon Cloud is free. Beacon Cloud Pro is $20/month, billed annually. Beacon Cloud Team is $30/seat/month plus a $10/month base fee, billed annually, for up to 20 seats. Enterprise pricing is custom.
Free Version Supported
Free Trial Supported

Pricing

$45 per month
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Asymptote Labs
Founded: 2025
United States
beacon.sh/

Company Information

Weaviate
Founded: 2019
The Netherlands
weaviate.io/product/engram

Alternatives

No Alternatives

Alternatives

Papr

Papr

Papr.ai
Hindsight

Hindsight

Vectorize
EverOS

EverOS

EverMind
LangMem

LangMem

LangChain

Categories

AI Memory Layers Supported

Categories

AI Memory Layers Supported

Integrations

Claude Code Supported
Cursor Supported
Model Context Protocol (MCP) Supported
OpenAI Codex Supported
OpenCode Supported
Python Not Supported

Integrations

Claude Code Not Supported
Cursor Not Supported
Model Context Protocol (MCP) Not Supported
OpenAI Codex Not Supported
OpenCode Not Supported
Python Supported
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