C

Chronos Protocol

n0zer0d4y

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability

G

Garage Rag

lwm-luminx

A utility for reading in the corpus of your life...

P

Picoqmd

altSeneca

Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.

F

Ferrosa Memory

ferrosadb

Ferrosa Memory is an MCP-native memory server. Typed facts with history, plans, skills, graph relationships and folded context — returned by meaning, keyword, sound, or graph traversal. Forgetting is

P

Prod Code

alex09x

Remote code intelligence and build server for AI coding agents via MCP: semantic navigation, safe refactoring, builds and tests on remote nodes.

A

Agent Infrastructure Landscape

MrPeppersDev

AI agent memory & infrastructure landscape — comparative catalog of 912 systems × 68 columns covering memory layers, agent frameworks, runtimes, vector stores, knowledge graphs, MCP servers, benchmark

H

Hot

hot-dev

Hot Dev: Hot Language and AI Workflow/Agents Platform

P

Passbaton

leesgit

Session continuity for AI coding agents — your agent picks up where it left off. Persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db: auto context injection,

R

Ridge

olgasafonova

MCP server that reverse-engineers architecture from code (Go, TypeScript, Python) and markdown into a structured graph. Detects drift between any two branches, tags, or commits

N

Notebooklm Api

ishandutta2007

Python API and agentic skill for Google Gemini Notebook

A

Aigc Cli

martianzhang

Terminal-native AIGC toolkit: multi-provider image/video/audio generation, Midjourney, chat, AIGC forensics, knowledge base, MCP Server. 终端原生 AIGC 工具包：多厂商图片/视频/音频生成、Midjourney、AI 对话、AIGC 取证、知识库、MCP 集成

M

MemorizedMCP

PerkyZZ999

MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI agents with an advanced hybrid memory system. It combines a knowledge graph, vector embeddings, and full‑text se

V

Vault

dignite-projects

Channel layer that turns any content needing IDP — scans, photos, image PDFs, Office files — into trustworthy structured data (OCR + Markdown + metadata + optional field extraction), exposed via REST

C

Cgx

AayushBahukhandi

Turn any Git repo into a queryable knowledge graph. Tree-sitter + git history + DuckDB + WebGL graph. MCP server for Cursor & Claude Code.

R

Roblox Brain

AkitoDevs

Curated Roblox knowledge that improves Claude's work on Roblox scripting, VFX, UI and more, for everyone who installs it. Tip sharing is on by default and easy to turn off.

G

Glacier.Vector

ian-cowley

High-performance, SIMD-accelerated vector search engine and MCP server for .NET 10. Optimized for LLM embeddings and semantic search.

C

Companion For Claude

cavi-ai

Chat with your Obsidian notes, build research maps and review proposed edits using your chosen model connection.

E

Engram Go

petersimmons1972

Self-hosted MCP memory server — 35 tools for persistent context across AI coding sessions. Runs on Docker with PostgreSQL + pgvector + Ollama.

A

Atlas Mind

Anakior

Self-hostable, git-native knowledge base & AI memory (MCP) — your notes stay plain Markdown files in your own git repo. Pure-stdlib Python, no database. AGPL-3.0.

V

Vaelor

anatolykoptev

A memory of the codebase your AI agent can't get from grep: a persistent call graph, semantic search, and per-symbol review learnings over any repo. Self-hosted MCP server — Go, tree-sitter, Apache AG

M

Morgan

lazarevtill

Self-hosted, self-learning, provider-agnostic personal agent kernel. Local-first memory in one SQLite database, project-scoped, reachable from any tool over MCP or a CLI.

A

Atlas Mind

Offiziell

app.anakior

Self-hosted git-native knowledge base with an MCP endpoint your AI reads, writes and rewinds

O

Ostk Recall

os-tack

Local-first cross-corpus retrieval MCP server — model2vec embeddings + LanceDB (Tantivy BM25) + SQLite. One binary; hybrid (dense + BM25) search across markdown, code, and Claude Code sessions.

M

Memnest

Blue-B

Source-backed local memory shared by Claude Code, Codex, pi, and MCP clients. No generative LLM.

C

Cairntir

pnmcguire480

Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI coding agents. Cross-session, cross-agent SQLite memory.

G

Grug Brain.mcp

ryanthedev

MCP server for persistent memory. grug remember thing so not forget.

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bed...

I

Issueops

m16khb-org

IssueOps agent harness: team memory for coding agents. Cautions and ADRs ship in the same PR as the code. Works with Codex, Claude Code, Omo, omp, and opencode.

V

Vektor Memory

Vektor-Memory

Unified Workspace with Multi Agent memory - Slipstream - 5-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, GUI, DXT-MCP Cloak Tools.

T

Tokenectomy

Tokenectomy-Labs

Autonomous M2M MCP server that scrubs framework noise & redacts secrets from AI agent error logs before they hit your context window

M

Mem Forensics

x746b

Unified Memory Forensics MCP Server - Multi-tier engine combining Rust speed with Vol3 coverage.

M

MCP Okn

sbl-sdsc

Next Generation MCP service to query the NSF Open Knowledge Network Knowledge Graphs

P

Petit Poucet

areguig

One memory for every coding agent you switch between: Claude Code, Copilot, Codex, Cursor, Antigravity. Markdown + git, MCP server

S

Saige

urmzd

Go SDK, CLI and MCP server for streaming agents, tools, memory, retrieval and evaluations, with pluggable model providers and durable execution.

J

Junto Memory

tlemmons

Persistent shared memory and coordination MCP server for multi-agent AI workflows. The memory component of the Junto system. MongoDB + ChromaDB. Production-tested with 6+ agents over 500+ sessions.

L

Lognexus

digital-lake-ai

Universal Git-powered persistent memory, context rules & native MCP server for AI coding agents. Prevents context amnesia with stateful workflows, Git Notes, and cross-model review gates across Claude