openchronicle-mcp
★ 16
vs
stashbase
★ 1.1k
openchronicle-mcp vs stashbase
openchronicle-mcp: OpenChronicle is a memory database designed for LLM agents, offering persistent semantic and keyword memory, project namespacing, and Git integration. It provides hybrid search capabilities and is served over HTTP REST and MCP from a single ASGI process, deployable on your hardware.; stashbase: StashBase enables AI agents to search and utilize content from your local files, including PDFs, DOCX, images, audio, and video. It creates a searchable index from your folders, allowing agents to find relevant context by meaning rather than just keywords.
01
TL;DR
openchronicle-mcpRAG / Knowledge Base · ★ 16
Providing long-term, persistent memory for LLM agents to retain decisions and rejected approaches.
stashbaseRAG / Knowledge Base · ★ 1.1k
When to choose:
- You want a desktop app that indexes folders of PDFs, DOCX, images, audio and video and shares them with Claude, Codex and other MCP clients.
- Your files must stay the source of truth: the index can be rebuilt, and removing a folder never deletes files.
- You want exact text search with no key, and semantic search only if you opt in.
When to skip:
- Your documents cannot leave the machine and you need semantic search: it sends content to OpenAI or OpenRouter.
- You are on Linux and need official support: Linux builds are community-supported.
- You only need one file converted now and then: an MCP converter is lighter.
02
Side-by-Side Comparison
Field
openchronicle-mcpstashbaseCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 16
★ 1.1k
License
AGPL-3.0
Apache-2.0
Install Command
pip install -e ".[mcp,openai]" && oc init && oc serve
brew install --cask liliu-z/stashbase/stashbase
Updated
4d ago
2d ago
Open Source
Yes
Yes
Tags
LLM Memory, Vector Database, Knowledge Base
Local Files, RAG, AI Agents
03
Features
openchronicle-mcp01Persistent memory across sessions with hybrid full-text and semantic search (RRF).
02Project namespacing to scope memory contexts and prevent leakage between workstreams.
03Git integration for onboarding existing codebases by clustering and summarizing commits.
04Single ASGI process serving both HTTP REST API and MCP streamable-HTTP transport.
05Robust data management with atomic online backups and a schema migration framework.
stashbase01Extracts searchable text from various formats including PDFs, DOCX, images (OCR), audio, and video (transcription).
02Semantic search capabilities to find relevant context by meaning, supported by an AI Index.
03Connects and shares searchable context across Claude, Codex, and other MCP clients and built-in agents.
04Maintains local files as the source of truth, with indexes and derived data stored separately.
04
Use Cases
openchronicle-mcp↳Providing long-term, persistent memory for LLM agents to retain decisions and rejected approaches.
↳Managing distinct memory contexts for multiple AI agent projects within a single deployment.
↳Automatically ingesting and summarizing Git repository history to seed agent knowledge bases.
↳Enabling enhanced AI agent capabilities through integration via MCP (e.g., with Claude Code).
↳Self-hosting a private, robust memory store for sensitive or proprietary AI applications.
stashbase↳Providing AI agents with searchable access to research papers and contracts stored locally.
↳Enabling chatbots to answer questions based on internal documentation, scanned documents, and recordings.
↳Developers wanting to query project design documents and architecture notes using a built-in AI agent.
↳Organizing and searching personal knowledge bases that primarily consist of diverse local file types.
05
Best For
openchronicle-mcp—
stashbaseTrending
FAQ
FAQ
What is the difference between openchronicle-mcp and stashbase?
Both openchronicle-mcp and stashbase are in the RAG / Knowledge Base category. openchronicle-mcp has 16 stars, while stashbase has 1.1k stars.
Which is better, openchronicle-mcp or stashbase?
The best choice depends on your use case. Choose openchronicle-mcp if Providing long-term, persistent memory for LLM agents to retain decisions and rejected approaches., and stashbase if Providing AI agents with searchable access to research papers and contracts stored locally..
Is openchronicle-mcp free or open source?
Yes, openchronicle-mcp is open source on GitHub (AGPL-3.0).
Is stashbase free or open source?
Yes, stashbase is open source on GitHub (Apache-2.0).
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