RCLL alternatives

1

Hicortex — AI Fleet Memory

by gamaze-labs

C

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

2

AISIX AI Gateway

by api7

A

Self-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint

3

Agent Memory Os

by yamantaka520

A

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

4

IWE

by iwe-org

A

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

5

ContextStream MCP Server

by contextstream

A

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

6

Skillsmith

by smith-horn

B

Share agent skills across your team, scan them for risk, and track what's actually used.

7

Agent Comms

by ExaDev

A

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

8

Total Agent Memory

by vbcherepanov

A

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

9

Fidelis Memory

by hermes-labs-ai

B

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

10

Projectmem

by riponcm

A

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

11

adrkit decision memory

by adrkit.dev

A

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

12

rag-rat

by cq27-dev

B

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

13

PRIMAMCP

by PLANIT-TECH

A

Verified, citable German & EU law for any LLM. Daily updates from official sources, hosted in DE.

14

KLYPIX Project Brain

by dahshanlabs

B

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

15

GrayMatter

by angelnicolasc

B

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra.

16

Lockstep

by lockstep-team-agent

A

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

17

Inite Brain

by inite-ai

A

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

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

19

Lightning Enable MCP Server

by refined-element

B

AI agent Lightning payments: L402, invoices, wallets, API discovery, budgets, self-serve signup.