R

Recall

ทางการ

dev.recallmem

Long-term memory for AI agents: learns what is true about each person and answers with sources.

R

ReasonGraph Cloud Memory

ทางการ

ai.primaxiom.memory

Graph memory for AI agents: entities, cause-effect links, cross-session recall, time travel.

M

Memory

ทางการ

io.github.chenxiaofie

情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

B

Bc Observatory

GitHub Actions

MCP server for BC Observatory: an agent-first, cross-referenced knowledge base of Microsoft Dynamics 365 Business Central (Learn, code, roadmap, videos, community blogs).

@

@nockdev/hsa

nockdev

HSA - Hierarchical Semantic Analysis MCP Server for AI Code Agents. Token-optimized context engine with BM25+ search, Merkle tree change detection, 84+ built-in library docs, persistent memory, and re

A

Agent Memory

ทางการ

io.github.MastadoonPrime

Persistent, agent-owned memory with encrypted storage and shared knowledge commons.

N

Nestweaver

kehl-io

Code knowledge graph for AI agents — 43 MCP tools, 32 languages, graph visualization

O

Obsidian Notes

ทางการ

io.github.moreno-omar

Search an Obsidian vault by tag, term and wikilink graph. Read-only, deterministic, no embeddings.

F

Food Recipe

ทางการ

io.github.AIDataNordic

Semantic search across 50,000+ food recipes with hybrid retrieval and reranking.

T

Timps

ทางการ

io.github.Sandeeprdy1729

Persistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools.

V

Verifiable Memory

ทางการ

io.github.Mars-proj

Memory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.

T

TokenKnows

ทางการ

io.github.johnnywuj81

Distill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted

N

NervaPack

ทางการ

io.github.ramdhavepreetam

Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.

M

MyMemory

ทางการ

dev.mymemory

Long-term memory for Claude, ChatGPT, Cursor: search, save and organize notes, links, docs, videos.

H

Homestead Memory

ทางการ

io.github.fuckbigtech-ai

Tamper-evident record of what your AI agent did, plus local-first verifiable memory.

O

Opensolr

ทางการ

com.opensolr

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

@

@jeffober/thatch

GitHub Actions

Persistent memory for AI coding agents — local embeddings, SQLite stores, zero config. Works with OpenCode (as a plugin), Claude Code (as an MCP server), and Cursor (as an MCP server).

K

Kernal

ทางการ

io.github.pintomatic

Graph-native memory for AI agents: a knowledge graph built from conversation, via MCP.

M

MemoFS MCP Server

ทางการ

dev.memofs

Persistent memory and virtual filesystem MCP server for AI agents.

M

Muscle Memory

ทางการ

io.github.johannesloor

MCP server that gives your agent a library of its own tested, reusable scripts.

A

Anneal Memory

ทางการ

io.github.phillipclapham

Two-layer memory for AI agents with an immune system. Zero dependencies.

@

@sap Ux/fiori Docs Embeddings

GitHub Actions

SAP Fiori documentation indexing

M

Memory Nexus

ทางการ

io.github.KairosMobius

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

G

Genesis Memory

ทางการ

io.github.MagneticSnake

Provenance-carrying memory for AI agents: corrections supersede, never overwrite. Free, API + MCP.

C

Cortex

ทางการ

io.github.DanielBlomma

Local repo context for coding assistants with semantic search and graph relationships.

R

Remnalis

ทางการ

io.github.prestymdq

Shared persistent memory for AI agents to read, verify, continue, and connect knowledge.

P

Pipe Docs (SPR) MCP Server

ทางการ

io.github.MachuraHarry

Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

C

Contexta

ทางการ

cc.contexta

Persistent memory and knowledge graph for AI assistants — keyword + vector + graph search.

C

ComfyUI Builder

ทางการ

io.github.MIt9

ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins.

M

Meeba Brain

ทางการ

io.github.meemoprasad

Repository knowledge graph MCP server for codebase understanding and debugging.

A

Agently Brain

ทางการ

dev.agently

Company brain for AI agents — temporal knowledge graph search, exploration, and durable memory.

I

Imperium RAG Diet — Web & Document Context Distiller (85 97% Token Savings)

ทางการ

dev.agentdiet

Strips 85-97% of HTML/DOM boilerplate into clean Markdown, skeletons, or BM25-ranked RAG chunks.

A

AgentDiet AI Token Diet & Context Window Distiller

ทางการ

dev.agentdiet

Strips 85-97% of HTML/DOM bloat into clean Markdown or JSON with cryptographic ROI proof.

A

Adrkit Decision Memory

ทางการ

dev.adrkit

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

T

TMCRA Agent Memory

ทางการ

io.github.reshuibuduo

Role-aware Agent memory with cross-session recall, durable writes, and multi-Agent project scope.

N

Neurodivergent Memory

ทางการ

io.github.jmeyer1980

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.