G

Guaardvark

guaardvark

Self-hosted AI studio on your own GPU: chat with your files (RAG), screen and browser agents, coding swarms, LoRA training, an MCP server for Claude Code and Cursor, and local video, image, music and

H

Halofy

halofyai

Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.

S

Shodh Memory

varun29ankuS

Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.

N

Nowledge Mem

nowledge-co

Memory and context manager just works.

K

Knowledge Rag

lyonzin

Local RAG server for Claude Code, Cursor and other MCP clients: hybrid BM25 + vector search with cross-encoder reranking on by default, 13 MCP tools, 33 file types including code, re-indexing on file

G

Guild

mathomhaus

Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.

E

Engrim

timgordontg

The Universal Cross-Model Episodic Memory Standard. Local-first, project-scoped SQLite engine for Google Antigravity, Claude Code, Cursor, Codex CLI, GitHub Copilot CLI, and OpenCode. Zero cloud lock-

R

Rust Docs

Govcraft

Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

E

Emulo

ohad6k

Mine your Claude Code and Codex logs into a local you.md agent profile.

R

Resimind

1105216375-alt

Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.

C

Context Engineering For Multi Agent Systems

Denis2054

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for th

G

Google Surf

HarimxChoi

Turn Google Search, Papers, and Codebases into an Automatic Local Knowledge Graph for AI Agents.

U

Uteke

codecoradev

Long-term memory for AI agents (MCP). One Rust binary, offline, 98.2% recall@5 on LongMemEval-S. Works with Claude Code, Cursor, Codex. Self-host free or use Uteke Cloud.

P

Pmb

oleksiijko

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite file on your disk. Offline, multilingual.

I

IBM Watsonx.ai Granite

Resmi

io.github.nirholas

IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

I

IBM Granite Via X402

Resmi

io.github.nirholas

x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

I

IBM Granite X402 Remote

Resmi

io.github.nirholas

Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

A

Alibaba Cloud DashScope — Qwen

Resmi

io.github.nirholas

Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

D

Deepcontext

Wildcard-Official

DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for faster, smarter context on large codebases.

A

Awesome Hermes Usecases

aliaihub

Curated real-world use cases for Hermes Agent — the self-improving AI agent from Nous Research. Backed by primary sources.

P

Papergraph

lotchuazzz-crypto

PaperGraph MCP turns math papers into evidence-grounded reading maps for AI agents: extract results, trace proof evidence, plan reading order, and review external dependencies without guessing.

S

Superlocalmemory

qualixar

Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

Y

YourMemory

sachitrafa

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

A

Agenticos

vstorm-co

Open-source, self-hosted AI agent platform for your company's AI teammates. Build, run and govern agents on your own servers and models: shared chat, RAG, skills, a real browser, 4,700+ MCP servers, b

R

Reddit Research

dialog-tools

Turn Reddit's chaos into structured insights with full citations. MCP server for competitive analysis, customer discovery, and market research. Zero-setup hosted solution with semantic search across 2

M

Memory Graph

memory-graph

A graph DB-based MCP memory server for coding agents with intelligent relationship tracking

O

Ontosphere

ThHanke

Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clusteri

A

ArcRift

Eshaan-Nair

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your local IDE agen

V

Vexor

scarletkc

A semantic search engine for files and code.

M

MCP Victoriametrics

VictoriaMetrics

The implementation of Model Context Protocol (MCP) server for VictoriaMetrics

O

OnCo

judegomila

OnCo: total information dominance on cancer. A public, cited knowledge graph of oncology with a website, JSON API, MCP server and CLI: one page per cancer, treatment, target, trial, institution, perso

P

PharosRAG

Laurent00TT

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.

N

Notebooklm

roomi-fields

Google Gemini Notebook (formerly NotebookLM) over MCP + a local HTTP REST API. Citation-backed Q&A, full Studio generation, chat history, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Z

B

Best Agent Memory

Glen-Web-App

Best Agent Memory MCP servers, ranked and compared: long-term memory for Claude Code, Codex, Cursor and any MCP client. Glen, Mem0, Supermemory, Zep, Hindsight, Basic Memory, claude-mem, Graphiti, Cog

P

Persistent Ai Memory

savantskie

A persistent local memory for AI, LLMs, or Copilot in VS Code.

Z

ZotSeek

introfini

AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.