A

Agent Memory Bridge

zzhang82

Local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas and domain knowledge.

M

Mnemos

vishalbanwari26

Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, duplicate merging and stale-fact archiving.

E

Enterprise Internal Knowledge Base: Production Ready RAG + MCP

ทางการ

io.github.kimsb2429

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

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

Agent Memory

ทางการ

io.github.kira-autonoma

Agent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.

A

Adrkit Decision Memory

ทางการ

dev.adrkit

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

N

Neurodivergent Memory

ทางการ

io.github.jmeyer1980

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

R

Ripple Thinker

jgi

Structural Thinking Engine: MCP server integrating Gemini CLI with authentic creative processes, structural observation protocols, and persistent memory charts based on Robert Fritz's methodology

N

Nautilus Compass Memory

ทางการ

io.github.chunxiaoxx

Local-first long-term memory for AI agents, with byte-recomputable signed verification receipts.

M

Memory For AI

ทางการ

io.github.LonelyTraderBay

Local codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

M

Memdsl

ทางการ

io.github.Liyuan1992

Review-gated declarative long-term memory with bounded read-only MCP access.

L

LexAPI

ทางการ

io.github.Lex-API

EU law for AI: EUR-Lex legislation and case law, citation graph, semantic search with asOf.

G

Gpt Chat

ทางการ

io.github.codeChap

MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings

D

Data Olympus

ทางการ

io.github.knaisoma

Governance-grade knowledge-base format (OKF-compatible) plus CLI and single-writer MCP server

R

RAG Documentation Scraper

ทางการ

io.github.LernowaAdmin

Crawl any documentation site and return heading-bounded, LLM-ready chunks with source metadata.

M

Memory Industry

ทางการ

io.github.LeandroPG19

MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.

M

MCP Knowledge Rag

ทางการ

io.github.infoinlet-marketplace

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

B

Basic Memory

ทางการ

io.github.basicmachines-co

Local-first knowledge management with bi-directional LLM sync via Markdown files.

@

@llmkb/claude Code

webreinvent

Claude Code plugin for llmkb — search, read, and write your knowledge base via MCP tools

@

@felixtz/iwsdk Rag

felixtrz

MCP server providing semantic code search and API reference for the Immersive Web SDK using RAG (Retrieval-Augmented Generation) with vector embeddings

C

Codeseeker

ทางการ

io.github.jghiringhelli

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

0

0Latency Memory

ทางการ

io.github.jghiglia2380

Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs.

C

Cuba Memorys

ทางการ

io.github.LeandroPG19

Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.

F

Fish Bridge — Session Knowledge Graph

ทางการ

io.github.MakeaMouse

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

M

Mixgram

clasen

General-purpose Markdown memory with collections, tags, text and semantic search over MCP and CLI.

S

StruXure NorCal Knowledge Base

ทางการ

com.struxurenorcal.walnbot

Public remote MCP server for StruXure NorCal pergola services, FAQs, and contact requests.

C

Cursor Harnmem

ys118

Cursor plugin for HarnMem, the cross-harness agent memory: byte-stable first-prompt injection, five MCP memory tools, and session-end journaling. One shared store of plain, human-editable Markdown und

M

MCP Local Rag

nkapila6

Primitive RAG-like web search that runs locally, without external APIs.

T

Token Savior

ทางการ

io.github.Mibayy

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

D

Digeguigui

Gaoshan0971

Reptile and exotic pet knowledge base: species identification, genetics calculator, care information, health diagnosis, prices and blockchain provenance.

C

Context8

yuanbopang

Context8 MCP server for remote error solution vault with semantic search

@

@ai Devkit/memory

codeaholicguy

Local MCP memory for AI coding agents to reuse project decisions, conventions, and fixes across sessions

L

Lithtrix — Identity, Memory & Trust For AI Agents

ทางการ

ai.lithtrix

Identity, memory, trust, and swarm primitives for AI agents. MIRC base always free.

S

Synap Memory

ทางการ

ai.maximem

Persistent memory for AI agents — log and recall conversation context over MCP.

W

Website Crawler — Markdown Pages, Sitemaps & RAG Provenance

ทางการ

io.github.kriton-dev

Crawl sites to Markdown with sitemaps, globs and depth limits, obeying robots and crawl-delay

V

Veyrul Media Knowledge Hub

ทางการ

com.veyrul

Media workflows, research and code for agents. Search sources, compare evidence and collaborate.