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FreeContext graph for developers
FreeFree tier
Inputs: text, audio, image
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About X
Graphlit is a managed API for LLM-enabled knowledge ingestion and retrieval, providing a context layer for AI agents. It ingests content from various sources such as Slack, GitHub, Jira, and more, extracts structured data from unstructured content using LLM-based entity extraction, and delivers context to AI agents via semantic search and RAG. It supports sharing context with Claude, ChatGPT, and other AI tools through the Model Context Protocol (MCP). Graphlit also offers capabilities like podcast summarization, knowledge graph generation, and automated email summaries with Slack integration.
Key Features
LLM-enabled knowledge ingestion and retrieval
Entity extraction from unstructured content
Model Context Protocol (MCP) server for sharing context with Claude, ChatGPT, etc.
Real-time sync across Slack, GitHub, Jira, and more
Semantic search and RAG conversation over ingested content
Support for OpenAI GPT-4.5, Sonnet 3.7, and MistralAI OCR model
Knowledge graph generation and GraphRAG
Podcast summarization and conversational chatbots
Automated email summaries with voice-to-Slack via ElevenLabs
One API with zero ops management
Pros & Cons
Pros
- Provides a unified API for knowledge ingestion, extraction, and retrieval
- Supports MCP for easy integration with popular AI assistants
- Real-time syncing with collaboration tools like Slack and GitHub
- Includes built-in semantic search and RAG capabilities
- Offers flexible pricing with credit-based tiers
Cons
- Requires API integration and setup, not a turnkey application
- Pricing is usage-based (credit system) which may be complex to estimate
- Dependency on external LLM providers for extraction and generation
Best For
Building AI agents with real-time context from multiple data sourcesExtracting structured data from unstructured documents and mediaCreating knowledge bases and retrieval-augmented generation (RAG) applicationsAutomating content summarization (podcasts, emails, documents)Powering semantic search over enterprise content
FAQ
What is Graphlit?
Graphlit is a managed API that provides a context layer for AI agents. It ingests content from various sources, extracts structured data, and delivers relevant context via semantic search and RAG, with support for the Model Context Protocol (MCP).
What data sources does Graphlit support?
Graphlit supports real-time sync from Slack, GitHub, Jira, and other platforms, as well as ingestion of any content such as documents, podcasts, and emails.
Does Graphlit have a free tier?
The pricing model is credit-based with tiers (Hobby, Growth). The Hobby tier offers credits at $0.10 each, and Growth at $0.08. A free trial may be available, but the service is paid.
How does Graphlit integrate with AI agents?
Graphlit provides an MCP server that allows sharing context with AI assistants like Claude and ChatGPT. It also offers an API for direct integration with custom AI applications.