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.

@

@gmickel/gno

GitHub Actions

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

C

Cavemem

juliusbrussee

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

S

Shodh Memory

Offiziell

io.github.varun29ankuS

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

W

WhiteMagic — Governed Local Memory For Agent Continuity

Offiziell

io.github.lbailey94

Governed local-first memory and continuity for AI agents — signed receipts, optional hosted lane.

@

@inkeep/open Knowledge

GitHub Actions

Local-first, agent-friendly Markdown knowledge base with a cross-platform CLI and web editor

V

Vector Knowledge Graph

Offiziell

io.github.CSOAI-ORG

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

A

AIfa Memory

Offiziell

works.aifa

Persistent memory for AI agents, one account across four sites, plus a partner program.

A

Aiqbee Brain

Offiziell

com.aiqbee

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

R

Rag Knowledge

Offiziell

io.github.CSOAI-ORG

Rag Knowledge MCP Server by MEOK AI Labs

@

@bloodyeagle/megamemory

bloodyagle

MCP server that gives coding agents persistent project understanding via a knowledge graph

A

Agent Cowork Memory

Offiziell

io.github.rxthlessbeats

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

C

Cgraphy

Offiziell

io.github.pmgarg

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

C

Codemem

GitHub Actions

Memory layer for AI coding agents — search, recall, and sync context across sessions

H

Hubris

zzsnowballzz

MCP server for Hubris — an OpenAI-compatible LLM gateway billed in rubles. Catalogue, balance, spending and every kind of model — text, embeddings, rerank, images, speech, transcription, video — over

S

Sqlite Local Ai Memory

cheveguerra

Zero-overhead local persistent memory & MCP server for AI assistants (Cursor, Claude, VS Code). Single SQLite file, hybrid search & active dashboard.

M

MCP Deep Research Server

SECRET4422

Autonomous multi-source deep research with DuckDuckGo search (zero API keys), parallel scrapers, markdown cleaning, synthesis with citations, fact-checking, and persistent memory.

M

Memcell

GitHub Actions

Shared, persistent memory for any AI agent. Agents recall what your workspace established — instructions, decisions, facts, preferences, active working threads, and grounded PDF/DOCX/CSV/web documents

@

@equationalapplications/

GitHub Actions

MCP server that gives coding agents (Claude Code, Cursor, Windsurf, Claude Desktop) a SynapseTree memory: search, remember, supersede, ingest, log events, and traverse the knowledge graph.

C

Claude Recall

GitHub Actions

Persistent memory for Claude Code and Pi with native Skills integration, automatic capture, failure learning, and project scoping

C

Claude Memory Layer

namsangboy

Project-scoped memory layer for Claude Code, Codex, Hermes, MCP, and dashboards

@

@xberg Io/opencode Liter Llm

GitHub Actions

Universal LLM API client for 174 providers — chat, streaming, tools, embeddings, search, OCR, plus an OpenAI-compatible proxy and an MCP server.

@

@oscardvs/zoteus

GitHub Actions

MCP server that gives Claude, ChatGPT and other MCP clients access to a Zotero library: search, citations, adding items, safe writes, semantic search, PDF passages and page images.

D

Dsh Compound Memory

GitHub Actions

DeepSeek Harness bundle that launches the compound-memory stdio MCP server, mounts the bundled compound-memory skill, and injects a short once-per-session usage reminder.

M

MCP Agents Memory

isaacyoon

Long-term memory for AI agents with provenance tracking

K

Knowledge Graph RDBMS

Offiziell

io.github.cunicopia-dev

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

M

MCP Assist — Coordination Memory

Offiziell

io.github.aliomraniH

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

K

KnowledgeOwl MCP By Usefulapi

Offiziell

io.usefulapi

Read and write knowledge-base articles, categories, snippets, glossary, readers, and search data.

B

Brainz

Offiziell

ai.brownmatter

Shared product-knowledge graph for AI agent fleets — vault tools + agent self-signup over MCP.

B

Brainattic

Offiziell

ai.brainattic

The knowledge base your AI reads and writes, under your rules — over MCP, EU-hosted.

O

OpenAkashic

Offiziell

io.github.szara7678

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

X

X Archive RAG

Offiziell

io.github.mameshivaa

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

G

Gentle Engram

GitHub Actions

Persistent memory for Pi agents — one local-or-cloud brain shared across sessions, compactions, and MCP agents

A

Achromat Machine Operational Memory

Offiziell

ai.achromat

Recall and calibrate policy-compliant tool-call arguments before execution. Does not run the tool.

F

Family Office Knowledge Graph

Offiziell

ai.familyofficeknowledgegraph

Family Office Knowledge Graph: read-only MCP door over the public record. Agentic KG Holdings.

B

Bantamkit

kktestdev

Persistent memory for coding agents: an MCP server for Claude Code, Claude Desktop, Cursor and VS Code Copilot. Layered project memory, Claude Code hooks, JSON Schema validation, token ledger and shif