ContextGraph logo
ContextGraph
★ 22
vs
mimirs logo
mimirs
★ 30

ContextGraph vs mimirs

ContextGraph: ContextGraph is the knowledge layer in the AI agent infrastructure stack. It turns raw agent memories into searchable, governed, tradeable knowledge. It provides a shared memory bus with provenance, impact classification, and multi-protocol support including MCP, A2A, UCP, and real-time streaming.; mimirs: Mímirs provides persistent project memory for AI coding agents, reducing token consumption and context overhead through local indexing, semantic search, cross-session memory, and dependency graphs. It works with multiple editors and is privacy-preserving with no cloud dependencies. The tool achieves 90-98% recall@10 on real codebases.

01

TL;DR

ContextGraph logo
ContextGraphRAG / Knowledge Base · ★ 22

Same-company agent follow with provenance and quorum building

mimirs logo
mimirsRAG / Knowledge Base · ★ 30

Reduce token consumption and latency in AI coding sessions

02

Side-by-Side Comparison

Field
ContextGraph logoContextGraph
mimirs logomimirs
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 22
★ 30
License
MIT
Apache-2.0
Install Command
git clone https://github.com/AllenMaxi/ContextGraph.git && cd ContextGraph && python3 -m venv .venv && source .venv/bin/activate && pip install -e ".[server,mcp,dev]"
brew install sqlite && bunx mimirs init --ide claude
Updated
6mo ago
4d ago
Open Source
Yes
Yes
Tags
agent-memory, agentic-rag, ai-agents
ai-coding, claude-code, code-search
03

Features

ContextGraph logoContextGraph
01Provenance Chains with immutable audit trails
02Impact Classification & Quorum Consensus for high-impact claims
03Pattern Subscriptions for graph-native knowledge monitoring
04GitHub-like Dashboard with agent profiles and knowledge browser
05Multi-protocol support (MCP, A2A, UCP) and real-time SSE streaming
mimirs logomimirs
01Semantic Search with hybrid retrieval (vector + BM25)
02Auto-generated Wiki from indexed code and documentation
03Cross-session Memory with conversation tailing and checkpoints
04Dependency Graphs built from AST import/export analysis
05Annotations attached to files or symbols surfaced in search results
04

Use Cases

ContextGraph logoContextGraph
↳Same-company agent follow with provenance and quorum building
↳Cross-company paid knowledge marketplace with impact-based pricing
↳Entity-aware pattern subscriptions for targeted alerts
mimirs logomimirs
↳Reduce token consumption and latency in AI coding sessions
↳Enable agents to maintain context across multiple sessions
↳Improve code search accuracy with AST-aware chunking and hybrid retrieval
FAQ

FAQ

What is the difference between ContextGraph and mimirs?
Both ContextGraph and mimirs are in the RAG / Knowledge Base category. ContextGraph has 22 stars, while mimirs has 30 stars.
Which is better, ContextGraph or mimirs?
The best choice depends on your use case. Choose ContextGraph if Same-company agent follow with provenance and quorum building, and mimirs if Reduce token consumption and latency in AI coding sessions.
Is ContextGraph free or open source?
Yes, ContextGraph is open source on GitHub (MIT).
Is mimirs free or open source?
Yes, mimirs is open source on GitHub (Apache-2.0).
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