C

Cosmos

ทางการ

io.github.teampolarity

Personal knowledge graph every MCP client reads from and writes to. Portable across agents.

R

Repo To RAG

ทางการ

io.github.Evozim

GitHub repository vectorizer and context synthesizer for RAG pipelines.

A

Agents Wiki

ทางการ

com.agents-wiki

Knowledge base for AI agents: search, read, tasks; write, correct, report outcomes via /mcp/write.

W

Wauldo

ทางการ

com.wauldo

Stateless agentic tools over MCP: concept extraction, long-context, knowledge graph, planning.

X

X Archive RAG

ทางการ

io.github.mameshivaa

Local-first MCP tools for searching and drafting from your X/Twitter archive.

O

OpenAkashic

ทางการ

io.github.szara7678

Shared long-term memory vault for AI agents with 20 MCP tools.

M

MCP Assist — Coordination Memory

ทางการ

io.github.aliomraniH

Coordination memory with verification: reconcile-against-GitHub, verdict freshness, provenance.

K

Knowledge Graph RDBMS

ทางการ

io.github.cunicopia-dev

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

C

Cgraphy

ทางการ

io.github.pmgarg

Code knowledge graph over MCP: token-budgeted context for AI coding agents.

A

Agent Cowork Memory

ทางการ

io.github.rxthlessbeats

Shared memory and delegation for Codex, Cursor, Claude Code, and OpenCode.

R

Rag Knowledge

ทางการ

io.github.CSOAI-ORG

Rag Knowledge MCP Server by MEOK AI Labs

A

Aiqbee Brain

ทางการ

com.aiqbee

AI knowledge graph for architecture, portfolio, and digital strategy management.

V

Vector Knowledge Graph

ทางการ

io.github.CSOAI-ORG

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

S

Shodh Memory

ทางการ

io.github.varun29ankuS

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

C

Cavemem

juliusbrussee

Cross-agent persistent memory with compressed storage. Plug-and-play memory for Claude Code, Gemini CLI, OpenCode, Codex, and Cursor.

@

@gmickel/gno

GitHub Actions

Local semantic search for your documents. Index Markdown, PDF, and Office files with hybrid BM25 + vector search.

T

Total Agent Memory

vbch

Persistent memory for Claude Code, Codex CLI, Cursor and any MCP client. Local-first, MCP 2026-07-28, zero LLM calls in the hot path. One command to install.

A

Ai·rete·rag

ทางการ

com.ai-rete-rag

Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

L

Llmref

ทางการ

org.llmref

Versioned documentation registry and semantic search for AI tools and coding assistants.

T

Tresslers Intelligence MCP Server

ทางการ

io.github.classofdoom

Sovereign intelligence dossiers, daily briefings, RAG search, knowledge graph, codon optimizer.

V

Vault Knowledge

ทางการ

com.seanwinslow

Read-only MCP over a vault's typed knowledge graph: concept search, contradictions, article fetch.

H

HyperMarrow

ทางการ

cool.qianshi

Local-first long-term memory for AI coding agents. Stored on your own machine.

A

Artificial Wit AI

ทางการ

com.artificialwit

MCP server unifying ERPs, CRMs, APIs and knowledge base for Claude, ChatGPT and Gemini.

I

InfoLang Memory

ทางการ

ai.infolang

InfoLang semantic memory MCP — investigate, memorize, and recall compressed agent context.

M

Memory MCP Server

ทางการ

io.github.j0hanz

SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

@

@saasontools/strauss Kb

GitHub Actions

Knowledge base of markdown records with standing, supersession and trace: library, CLI, and MCP server over one command set

C

Calera FINSEC — Certified SEC Memory

ทางการ

io.github.Calera-Labs

Certified SEC EDGAR fact memory for AI agents with zero hallucination and filing provenance.

@

@sylweriusz/mcp Neo4j Memory Server

sylweriusz

MCP Memory Server with Neo4j backend

C

Calera Infinite Context (ICX) — Persistent Memory & Associative Recall

ทางการ

io.github.Calera-Labs

Sub-5ms topological 4D associative memory coprocessor for LLMs and multi-agent swarms.

S

Savantis Memory

ทางการ

com.savantisai

One user-owned memory shared across AI assistants: recall, spaces, and confirmed references.

@

@lovedolove/dsh Codebase Memory

GitHub Actions

Codebase Memory MCP bridge plugin for DeepSeek Harness: knowledge-graph code search, snippets, architecture, call-path tracing, and auto-started graph visualization UI.

Complete Azure AI Search MCP server with vector search, semantic search, and document management

Y

Yuque

GitHub Actions

MCP server for Yuque (语雀) — expose Yuque knowledge base to AI assistants via Model Context Protocol

A

Amber

ทางการ

com.ambermem

Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable.

H

Hmem — Humanlike Memory For AI Agents

ทางการ

io.github.Bumblebiber

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

C

Contextforge

ทางการ

io.github.alfredoizdev

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.