rag-rat alternatives

1

Google Surf

by HarimxChoi

B

Web, academic and code search with graph RAG, data lineage, ontology and cross-project schema links.

2

Total Agent Memory

by vbcherepanov

A

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

3

Projectmem

by riponcm

A

Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.

4

Bomly

by bomly-dev

B

Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit

5

Lockstep

by lockstep-team-agent

A

Decision memory for AI coding agents: captures decisions once, briefs every agent before it acts.

6

Inite Brain

by inite-ai

A

Open-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.

7

Mitos

by dovahkiin-v

A

Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.

8

IWE

by iwe-org

A

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

9

Local Rag

by shinpr

A

Easy-to-setup local RAG server with minimal configuration

10

ContextStream MCP Server

by contextstream

A

Project memory, semantic code search, and grounded agent context.

11

Orcareplay

by Continuum-AI-Corp

A

Read, replay and fork recorded coding-agent runs.

12

PDF

by jztan

A

Agentic RAG over one PDF or a whole folder: hybrid search, selective page reads, tables, OCR.

13

Agent Comms

by ExaDev

A

Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

14

haiku.rag

by ggozad

A

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

15

GitWarren

by klarluft

A

Code review on your own machine, for you and your coding agent. Nothing leaves your computer.

16

Fidelis Memory

by hermes-labs-ai

B

Recall locally stored agent memories through an MCP-compatible host.

17

Mushi Mushi

by kensaurus

A

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

18

KLYPIX Project Brain

by dahshanlabs

B

Active state management for multi-agent coding: a shared, versioned project brain over MCP.

19

SpecPilot

by specpilot.dev

A

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

20

Trusty Squire

by trustysquire.ai

A

Provision, ship, and pay from your coding agent — keys and cards never leave the vault.

21

Hicortex — AI Fleet Memory

by gamaze-labs

C

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

22

Agent Memory Os

by yamantaka520

A

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.