TMCRA Agent Memory alternatives

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

2

Agent Memory Os

by yamantaka520

A

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

3

ContextStream MCP Server

by contextstream

A

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

4

Google Surf

by HarimxChoi

B

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

5

Total Agent Memory

by vbcherepanov

A

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

6

Fidelis Memory

by hermes-labs-ai

B

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

7

Projectmem

by riponcm

A

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

8

rag-rat

by cq27-dev

B

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

9

KLYPIX Project Brain

by dahshanlabs

B

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

10

Hicortex — AI Fleet Memory

by gamaze-labs

C

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

11

Formio

by form.io

C

Create and manage Form.io forms, resources, actions, roles, and projects from your AI agent.

12

IWE

by iwe-org

A

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

13

Agent-Native Chat

by BuilderIO

A

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

14

Agent Comms

by ExaDev

A

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

15

adrkit decision memory

by adrkit.dev

A

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

16

Watch Skill

by oxbshw

B

Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.

17

Sanity

by www.sanity.io

A

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

18

Claudinho

by arturogarrido

A

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

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

20

Lockstep

by lockstep-team-agent

A

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

21

Inite Brain

by inite-ai

A

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

22

Amicus

by BourbonDog

C

Multi-model LLM Council and parallel AI window for Claude Code. Fork any model, fold results back.

23

Async Parallel Antigravity for Codex & Claude Code

by varadfromeast

A

Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness

24

EthersFlow — Trust Gate for AI Agents

by Ethersflow

A

Trust gate for AI agents: multi-model adversarial consensus, signed and verifiable verdicts.