Trail alternatives

1

Projectmem

by riponcm

A

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

2

ContextStream MCP Server

by contextstream

A

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

3

Total Agent Memory

by vbcherepanov

A

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

4

rag-rat

by cq27-dev

B

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

5

KLYPIX Project Brain

by dahshanlabs

B

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

6

Lockstep

by lockstep-team-agent

A

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

Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.

8

Agent Memory Os

by yamantaka520

A

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

9

IWE

by iwe-org

A

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

10

Agent-Native Chat

by BuilderIO

A

Minimal chat-first app with durable threads, actions, and the app-agent loop

11

Orcareplay

by Continuum-AI-Corp

A

Read, replay and fork recorded coding-agent runs.

12

Google Surf

by HarimxChoi

B

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

13

PDF

by jztan

A

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

14

GitWarren

by klarluft

A

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

15

Fidelis Memory

by hermes-labs-ai

B

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

16

Sanity

by www.sanity.io

A

Direct access to your Sanity projects (content, datasets, releases, schemas) and agent rules

17

Claudinho

by arturogarrido

A

Live 2026 World Cup scores, fixtures & standings for your AI agent. No keys. Unofficial fan project.

18

Mushi Mushi

by kensaurus

A

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

19

Bomly

by bomly-dev

B

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

A harness for driving a Godot 4 project from an agent: addons, runtime bridge, MCP server, CLI.

21

Inite Brain

by inite-ai

A

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

22

SpecPilot

by specpilot.dev

A

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

23

Trusty Squire

by trustysquire.ai

A

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

24

Hicortex — AI Fleet Memory

by gamaze-labs

C

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