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Remnic

joshuaswarren

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

S

Squeez

claudioemmanuel

Hook-based token compressor for 7 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini CLI, Codex CLI, Pi, Hermes). Up to 95% bash compression, signature-mode for code reads, cross-call dedup, MCP

L

Lobu

lobu-ai

Open-source control plane and runtime for organisational agents: shared company context & brain

O

Omega Memory

omega-memory

Persistent memory for AI coding agents

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Mneme

slow-stack

The memory that dreams — long-term memory for AI agents. Readable files on your own machine, consolidated between sessions. Runs as a DeepSeek Harness plugin or over MCP.

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Mneme Memory

Resmi

io.github.modusensus

Cross-session memory for AI coding agents via six tools; local-first SQLite store.

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LeanKG

FreePeak

LeanKG: Stop Burning Tokens. Start Coding Lean.

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MCP Memory

fellowgeek

An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.

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MakerAi

gustavoeenriquez

The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (l

T

Task Orchestrator

jpicklyk

Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the

I

Ijfw

FerroxLabs

IJFW — It Just F*cking Works. Ferrox Labs' local-first infrastructure for AI coding agents: shared memory, smart routing, multi-AI cross-audits, disciplined workflow.

C

Claude Patent Creator

RobThePCGuy

USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, d

C

ClawMem

yoloshii

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

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Mangaba Ai

Mangaba-ai

Framework profissional de orquestracao multi-agente em Python: crews, flows orientados a eventos, ReAct, RAG, memoria, MCP/A2A e multi-provider LLM

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Mengram

alibaizhanov

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

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Exstruct

harumiWeb

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

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Trace

nikolai-vysotskyi

Framework-aware code intelligence MCP server — 91 framework integrations, 81 languages, 72.7% fewer input tokens to review a pull request, comprehension at parity

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Www Project Agent Memory Guard

OWASP

Runtime defense against memory poisoning in AI agents (OWASP ASI06). Drop-in for LangChain, OpenAI Agents, AutoGen, CrewAI and mem0.

W

Wavefront

rootflo

Enterprise AI Harness, connect your data to AI

F

Flexible Graphrag

stevereiner

GraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync, Alfresco, Nuxeo, SharePoint, Box, CMIS, S3,GCS,Azure, web. KG auto-bld, Ontologies, 13 LL

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Meilisearch

meilisearch

A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.

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SearxNcrawl

DasDigitaleMomentum

Open-source MCP server that gives AI agents web search (SearXNG) and clean Markdown crawling of pages, whole sites and logged-in areas. Self-hosted, no API key. Firecrawl-compatible API planned.

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Coddy Agent

coddy-project

General-purpose agent in one static Go binary: console TUI, ACP server for editors, OpenAI-compatible API with embedded web UI, Telegram gateway, cron scheduler, swarm relay, remote mode. Rules, skill

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Samyama Graph

samyama-ai

Rust graph-vector database: OpenCypher (99.9% of evaluated TCK scenarios pass), vector search, graph algorithms, RESP + HTTP. LDBC SNB Interactive and BI complete; 1B edges on one machine.

C

Context Engineering

bonigarcia

Context Engineering: Build Consistent, Accurate, Predictable AI Systems

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FirstData

MLT-OSS

The World's Most Comprehensive, Authoritative, and Structured Open Source Data Source Knowledge Base

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Memory Eternal

EternalNight996

给 AI 一个可信的第二大脑：本地 SQLite · 先审核再入库 · 不可篡改审计 · 记忆账本。 蜘蛛侠皮肤 · 自建集 R@5 99.1% / LongMemEval-S 97.2% · 一个库接入 DSH / Claude Code / Codex / Cursor / 任意 MCP · MIT 开源 · 零依赖开箱即用

C

Claude Historian

Vvkmnn

An MCP server for conversation history search and retrieval in Claude Code

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Spring Ai

eazybytes

From Java Dev to AI Engineer: Spring AI Fast Track

Y

Yantrikdb Server

yantrikos

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, Apache-2.0, ships as library / MCP server / HTTP cluster.

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Reshapr

reshaprio

The open source runtime that turns your APIs AI-Native, without rebuilding them

I

In Memoria

pi22by7

Persistent Intelligence Infrastructure for AI Agents

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Sibyl Memory

Sibyl-Labs

Durable, file-based long-term memory for AI agents. Five-package plugin family: SDK, CLI, MCP server, Hermes adapter, and a LangGraph BaseStore. No vector database, no embeddings.

O

Omem

ourmem

Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.

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Selene

tercumantanumut

Selene is a desktop app that runs AI agents on your machine. Connect them to your WhatsApp, Telegram, Slack, or Discord. Write code, generate images, build personal assistants. All from one place. You

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Engraph

devwhodevs

Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.