L

Llm Grace

hyperpolymath

Graceful degradation for concurrent LLM/agent terminals: cheap /proc-signature load-shedding, a shared crash-safe ledger, and legible post-mortems. Fail legibly, not catastrophically.

G

Gosidian

daniele-chiappa

Self-hosted Obsidian-compatible markdown vault with a first-class MCP server for AI agents.

S

SentAInce

dcnconsult

An AI organism - the human-AI interface layer. A safety reflex that refuses known lethal actions even when the model is fooled, and a memory that only keeps what actually worked. For code, research, w

A

Agent Memory Rs

kensave

Comprehensive memory management system for LLM agents implementing episodic, semantic. Built in Rust with MCP server support for Kiro CLI

C

Claude Obsidian

cavi-ai

Development monorepo for Companion for Claude, the Obsidian plugin. Install releases from companion-for-claude.

Z

Zed MCP Server Basic Memory

ossfellow

Basic Memory MCP server integration, for Zed Editor's Assistant.

S

Semantic Memory

RecursiveIntell

MCP server wrapping semantic-memory — local-first knowledge management with evidence-scored retrieval, contradiction detection, and adaptive routing

D

Dewey

unbound-force

Knowledge graph MCP server for AI agents. 44 tools across Markdown vaults, semantic search, source code indexing, and persistent memory. Indexes local files, GitHub, web docs, and Go source code with

M

Memex

vndee

Local-first temporal knowledge graph memory for AI agents. Runs with Ollama — no API keys required. Single Go binary + SQLite. Hybrid search, MCP server, REST API, interactive TUI.

N

Norn

samad001z

Persistent, local-first memory for AI coding agents. Give Claude Code and Cursor memory across sessions over MCP — and see and edit exactly what your AI remembers. Open source, no API key, no cloud.

M

MongrelDB Viewer

visorcraft

Multi-platform desktop viewer for MongrelDB: direct + server connections, schema map, SQL, dense ANN, MCP, and chat.

O

Opencode Mem

Stranmor

Pre-release PostgreSQL-backed MCP memory server with hybrid search and hierarchical summaries

M

Magi

j33pguy

MAGI — Multi-Agent Graph Intelligence. Universal memory server for AI agents. MCP + gRPC + REST API with semantic search, knowledge graph, and behavioral pattern analysis.

L

Limpet

KSym04

Memory for AI coding agents that goes stale when your code does. MCP server, one Rust binary, 100% local.

C

Codeprysm

codeprysm

Graph-based code intelligence with MCP server for AI assistants. Tree-sitter parsing, semantic search, relationship analysis. Your codebase as a searchable knowledge graph.

B

Brain Memory

ทางการ

ai.brainmemory

Persistent memory for AI agents: one brain shared across Claude, Cursor, Codex and more.

A

Akana

MuhittinYilmazer

Self-hosted, local-first AI assistant server: swappable LLM providers, review-gated memory, an encrypted vault, and wake-word voice. No accounts, no telemetry.

G

Grimoire

alanhakhyeonsong

Local-first personal knowledge base MCP server for Claude Code - your Markdown notes as the single source of truth. SQLite FTS5 search, frontmatter classification, incremental indexing, optional Ollam

A

Another Brain

Flowerf19

Long-term memory your AI coding agents actually share. One brain, many agents — standalone embedded MCP server: SQLite + FTS5 + vector hybrid search, local ONNX embeddings, self-expiring diary. No ser

M

Mem20

bythewayz66-glitch

Memory substrate and agent runtime for AI systems that have to be trusted — grounded facts and simulated hypotheses never mix, and every retrieval call reports index drift instead of hiding it.

T

Talamus

ampres-ai

Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and any MCP agent — cited Markdown, bitemporal history, no hosted account.

O

OpenAkashic

szara7678

Visibility-aware knowledge network for LLM agents — private+public markdown vault, MCP server, and verified-claims API. Self-hostable.

P

Penpal

Longfellow1

Penpal MCP: a local-first memory layer for AI agents on macOS. Gives Claude Code, Codex and Cursor searchable, cited memory of your browsing, clipboard, windows and past AI sessions, with per-agent gr

Y

Yitam

hadv

Kết nối tri thức y học cổ truyền với công nghệ hiện đại

A

Ai Sdk Dart

codenameakshay

Dart/Flutter port of Vercel AI SDK v6 — provider-agnostic text generation, streaming, structured output, tools, embeddings, image gen, speech, MCP, and Flutter UI controllers

J

Java Ai Cookbook

alxkm

Runnable, minimal LLM examples for Java - Spring AI & LangChain4j. RAG, agents, MCP servers, tool calling, structured output, evals. One folder = one command.

F

FirekeepHQ

kapella-hub

Self-hosted shared context, memory, coordination, and evidence for Claude Code, Codex, Kiro, OpenCode, and MCP agents.

Q

Quillrag

Ayush-yadav11

Single-binary local RAG MCP server in Rust — MiniLM compiled in, hybrid BM25+dense, zero runtime downloads

C

Contextplus Rs

mrsufgi

Context+ MCP server rewritten in Rust — 17 semantic code analysis tools with Ollama embeddings, zero-copy caching, native tree-sitter

O

Openeruka

dirmacs

Self-hosted Eruka-compatible memory server — SQLite backend, REST API, MCP, and CLI. Single binary.

S

Spring Ai Agents Rag

omonuj

Production-shaped Spring AI reference app (Java 25, Spring Boot 3.5): multi-provider LLM chat (OpenAI, Vertex AI, Hugging Face, Ollama), advanced RAG over pgvector with Cohere reranking, multimodality

A

Aries

ariesworx

Issue tracker, shared memory and coordination for AI coding agents across sessions and machines. MCP server, Go CLI, Dolt-backed, offline sync. bd/beads alternative.

G

Gdocumentor

tanaikech

Socratic AI Writing & Code Review Coach + 0-Token Google Docs Editor (Go CLI, Zero-GEMINI_API_KEY Host-AI MCP Server & 7-Client Skill Installer with WSL2<->Windows Bridge). Applies UTF-16 inline sugge

T

The Project Who

tilkiii

Cognitive digital twins and behavioral modeling for AI agents.

N

Nexus Mind

smart-coder-labs

Open-source, self-hosted team memory for AI coding agents. Share, search, and audit project context through MCP.

A

Anamnesis

hyperpolymath

Conversation knowledge extraction and reconciliation for multi-LLM development workflows