Graphlit

Graphlit is a production-ready API platform that provides organizational memory and context for AI agents.

Graphlit is the context layer for AI agents, providing organizational knowledge infrastructure including entities, relationships, and temporal state. It handles content ingestion, semantic search, and AI-powered retrieval through a single API. Supported inputs include text, PDFs, images, audio, video, web pages, Slack messages, emails, and Jira tickets. It integrates with major AI models and offers SDKs for TypeScript, Python, and .NET. The platform provides automated data feeds, extraction, enrichment, and storage for developers building AI applications.

Graphlit at a glance

Best for: Software engineer
Runs on: API, VS Code
Pricing: Free plan; Hobby $49/month; Starter $199/month; Growth $999/month; Custom plans available.
Released: October 2023
Category: AI coding tool
Website: graphlit.com

Key features

Organizational memory for AI agents
Continuous ingestion and real-time sync
Entity resolution and extraction
Full provenance and source tracking
Built-in transcription, OCR, and object detection
MCP-native integration for Cursor and VS Code
Semantic and vector similarity search

Use it for

Syncing documents and chat feeds for AI agents
Extracting entities and relationships from media
Building RAG applications with operational context
Enabling AI assistants with cross-platform memory

Companions

Tools that articles about Graphlit recommend using with it, each with its job.

Claude Code — Installs as a skill so the agent queries the graph before grepping.
Codex — The installer wires the same graph into Codex.
Cursor — Auto-detected and configured alongside Claude Code.
OpenCode — Supported for mixed-agent setups.
Obsidian — Open the output as a vault to see how the code clusters.

Alternatives to Graphlit

Graphiti — Provides incremental updates and hybrid retrieval for knowledge graphs.
Chainlit — It allows developers to build chat interfaces with minimal Python code.
Graphify — It replaces grepping with traceable graph paths, reducing token usage significantly.
Graphite — Accelerates review cycles with AI code reviews and stacked pull requests.
GraphJin — Provides a governed, verified AI agent layer over existing data and systems.
Alook — Connects existing local coding agents to team communication channels.
CodeGraph — It eliminates file crawling, reducing AI agent tool calls by 88% and cutting costs.
Cognee — Persistent memory for AI agents using graph, vector, and relational retrieval.
AI SDK — Switch providers easily and stream real-time responses without custom parsing.
LangGraph — Fine-grained control over long-running, stateful agent workflows
Turnbook — Saves every chat turn locally with zero model tokens and shares memory across AI apps.
Applitools — Eliminates false positives and verifies AI-generated code with visual precision.

All Graphlit alternatives