L

Linksee Memory

michielinksee

Local-first agent memory MCP - cross-agent brain with token-saving file diff cache. By Synapse Arrows.

F

Fantasy

tk-fantasy

AI smart home assistant for Home Assistant: LangGraph agent + MCP tools + RAG knowledge graph + vision perception

A

Agent Web Search

JerryLiu369

Agent-native multi-provider web search for AI agents (Claude Code, Hermes, DeepSeek Harness, OpenCode, Codex). Model grounding (Responses, ARK) + semantic search (Exa, Parallel) + keyless defaults via

R

Root Kg

mshadmanrahman

Your knowledge graph. Ask questions across all your notes, meetings and emails, and get cited answers.

N

Nautobot

kvncampos

Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.

M

Memory Visualizer

mjherich

Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

T

Titen Memory

Offiziell

io.github.RamaAditya49

Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1

M

Microscope Memory

silentnoisehun

Hierarchical memory engine for AI agents. 9-level zoom (D0-D8), 13-layer consciousness architecture, sub-microsecond queries. Pure binary, mmap, SIMD. Spine Bridge REST API + MCP server. Zero JSON.

O

Ofrag

krokozyab

MCP server and agentic SQL/RAG engine for Oracle Fusion metadata and live queries

M

MCP Ragex

jbenshetler

MCP server for intelligent code search: semantic (RAG), symbolic (tree-sitter), and regex (ripgrep) search modes. Built for Claude Code and AI coding assistants.

M

MCP Codebase Rag

allentcm

MCP server for code retrieval from a fully indexed codebase using CocoIndex

W

Wordcell

hraness

Wordcell keeps decisions, plans, and sources as Markdown beside your code, so coding agents can find them from the file they are about to change.

L

Linksee Memory

Offiziell

io.github.michielinksee

Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.

S

Sqlite Graph Memory

Offiziell

io.github.tonydzi

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.

A

Agent Memory

xChuCx

Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.

T

Tagmem

codysnider

Structured local memory storage and retrieval for LLM agents

R

Recall

Polign

Memory and state for AI agents: every correction kept with history, and agents that resume from their own records. Runs on your database.

V

Velune CLI

Surya-Hariharan

VELUNE CLI is an open-source AI engineering CLI that unifies local LLMs (Ollama), cloud AI providers, MCP servers, tools, memory, and project context into a single developer workflow. Build, code, aut

P

Pbi Context

Osc2405

AI context engine for Power BI models — turns .pbit/.pbip (TMDL) into indexed, queryable context for LLM agents (MCP server, CLI, docs). Zero dependencies.

C

CodeGrok

dondetir

CodeGrok MCP is a Model Context Protocol (MCP) server that enables AI assistants to intelligently search and understand codebases using semantic embeddings and Tree-sitter parsing.

P

PPM

drQedwards

The Python Package Manager (PPM) with persistent memory MCP tools inside Contextplus supermodeltools and context7

M

MCP Cli Ent

EstebanForge

A context-guardian CLI for MCP servers. It provides access to MCP servers via CLI and returns clean, structured summaries to the AI agent. This prevents context window overflow and preserves the agent

A

Ai Sdk

open-metadata

Bring Semantics to your AI Agents via the OpenMetadata & Collate AI SDK

G

Godspeed

bayshores

Free, open-source AI tutor for your classes. Claude Code, Codex or any MCP app teaches you step by step, tracks what you know in a knowledge graph, and preps you for exams. No API keys. Mac, Windows,

P

Projectionlab

mormubis

MCP server for ProjectionLab — export, snapshot, and restore financial plans with a built-in FIRE advisor knowledge base.

A

Ai Doctor

Jevon-Zhong

‍ Ai智能医生聊天助手-这是一个前端基于Vue3、TS、后端基于Nest.js、MongoDB、Redis、Milvus并结合大模型、RAG等技术实现的医疗库智能问答系统，能结合大模型的生成能力和上传的专业医疗领域知识库针对提问给出专业回答。同时具备工具调用能力，可使用MCP集成网页爬取能力让大模型根据网址对应的医疗领域文章进行分析和输出。

Q

Qdrant MCP Pi5

rockywuest

Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query

H

Hermes Fleet Memory

amrlazw

Zero-bloat distributed vector memory, hardware-enforced domain firewalls, and NAT-traversing execution mesh for multi-instance Hermes agent fleets.

M

Midas

vornicx

Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-traceable recall, belief revision, selective forgetting, and reproducible benchmarks.

L

Locus

Magnifico4625

Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claude Code, and other MCP-compatible clients.

K

Kremis

TyKolt

A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.

S

Sqlite Graph Memory

tonydzi

Agent memory for Claude Code, Cursor, Codex: MCP server + Graph RAG over your Obsidian or markdown notes, a search layer for a Karpathy-style LLM Wiki. Wikilinks are the graph, SQLite the only store.

N

Nxopen

mingfeng6684

MCP server giving AI coding agents accurate Siemens NXOpen .NET API knowledge via hybrid retrieval (BGE-M3 + sqlite-vec), built from your own licensed NX installation

L

Local Memory

studiomeyer-io

Persistent local memory for Claude, Cursor & Codex. 21 MCP tools, hybrid retrieval (BM25 + vector RRF), bi-temporal queries, contradiction detection. SQLite + Knowledge Graph. No cloud, no API keys. n

M

MCP Raganything

SoluDevTech

API/MCP wrapper for RagAnything