M

Moorcheh

moorcheh-ai

Model Context Protocol server that brings Moorcheh search and RAG tools to MCP clients.

M

Mail Index

unsoldgroup

A local, agent-queryable mail intelligence layer — progressive mailbox index + MCP server that gives AI agents recall over your email without handing them the keys.

S

Smrti

cyqlelabs

Memory engine for self-evolving AI agent ecosystems. Multi-tenant, multi-space isolation with Bayesian truth maintenance, emotional valence, automatic consolidation, and configurable per-agent persona

S

Semantic Wake Intelligence

semanticintent

Wake Intelligence: 5-Layer Temporal Intelligence for AI Agents A production-ready Model Context Protocol (MCP) server implementing a temporal intelligence "brain" with five layers: Past (causality tr

A

Ariadne

AvivAvital2

Gives LLMs precise answers from pre-researched code across repositories and languages - instead of re-scanning files and rebuilding context every session

D

Dir2mcp

dirstral

Turn any folder into an MCP knowledge server: local-first indexing, hybrid search, answers with span-level citations.

P

Pathmark

hacksurvivor

Local-first memory shared by Codex, Claude Code, Cursor, Gemini CLI and other MCP agents. One local file, no account. By Sergey Moloman.

K

Kb Graph

uttambharadwaj

One coding agent learns; every agent and future session can start knowing it. Inspectable Markdown + SQLite memory over MCP.

M

MAGNEMO

Magnemo-AI

Persistent Memory for AI Agents. Nothing becomes Memory until you approve it. Plain local files, a receipt on every entry.

O

Oscp Companion

Muqaram0

OSCP methodology knowledge base with web UI and MCP server

P

Personal Brain

anudeepadi

ContextOS — document retrieval and conversation memory for AI workflows. MCP server, FastAPI, Google embeddings, and Pinecone. Keep the thread.

N

N8n MCP RAG

christinec-dev

This tool generates importable n8n workflows from plain English descriptions

A

Agentforge Graph

Scaffoldic

Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API routes, ORM models, architecture decisions & git history as a typed, provenance-tracked graph, served over MC

A

Ainl Cortex

sbhooley

Graph-native memory and self-learning for Claude Code. Every session remembered, every pattern learned, every agent connected — powered by AI Native Lang.

M

Memory MCP Lite

thuupx

A local-first, token-efficient MCP memory server for AI coding clients

R

Recall

cashcon57

Self-hosted MCP memory server with hybrid semantic + keyword search on Cloudflare Workers

M

Mcpkg

owulveryck

A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph

A

Audio Sonic

ripunjay-kashyap

Local MCP server + CLI turning YouTube & local audio into rich sonic signatures. Extracts BPM, section-by-section key, vocal presence, transient punch, and 512-dim CLAP vibe embeddings. Powered by De

W

Wso2 Docs

Oficial

io.github.iamvirul

Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector.

R

RAG

M1T8E6

An MCP server to use vectordb as a tool for AI Agents.

P

PineMCP

TheFractalyst

PineScript v6 MCP Server - 6 tools for docs lookup, code validation, and code generation. 1751 entries, 100% local.

H

Hippocamp

tggo

RDF knowledge graph for LLMs — an MCP server with 5 tools: triple, sparql, graph, search, validate

R

Redm

Oficial

io.github.Cmoen11

RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.

L

Loom

ddevilz

Persistent code graph for AI agents. Tree-sitter → SQLite → MCP. Agents store understanding once, skip re-reads forever. 51–1500x fewer tokens.

H

HoloCore

HassanMahomed

Local-first AI context engine combining a structural Atlas, verified Archive, episodic Animus memory, CLI, MCP, and focused context routing.

S

Sanctum Mind

lkmconstructs

Persistent memory and identity for AI minds, served as MCP tools on Postgres.

P

PierrotKnowledge2

yuimaruofbook

Ultra-lightweight local knowledge base (OKF v0.2 / LLM Wiki). Markdown is the source of truth; agents connect over MCP — Claude Code, Codex, Cursor, Strata, Unsloth and more.

W

Wisdomforge

hadv

A powerful knowledge management system that forges wisdom from experiences, insights, and best practices. Built with Qdrant vector database for efficient knowledge storage and retrieval.

C

Context Cli

hanselhansel

LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content density on a 0-100 scale. Includes MCP server. Published on PyPI: pip install context-cli.

C

Codesift

greglas75

Token-efficient code intelligence for AI agents — 66 MCP tools via tree-sitter AST, BM25F search, semantic search, and LSP bridge

L

Localmind

shaul1991

내 AI에게 '나'를 기억시키는 로컬 second-brain — 결정의 선택·이유·전제를 .md 노트로 남기고, MCP로 어떤 AI 앱(Claude Code·Desktop·Cursor)에서든 꺼내 쓰는 개인 기억 계층. 전부 로컬(Ollama 임베딩)·오픈소스.

M

MCP Memory Sqlite

Daichi-Kudo

SQLite-based MCP memory server with WAL mode for concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory

C

Code Recall

AbianS

Ultra-fast MCP server for semantic memory and code analysis

K

Kioku Mesh

h-wata

Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optional Zenoh+RocksDB mesh, MCP-native.

C

Codevetra

adder-factory

Native Rust code intelligence for repository navigation, change review, impact analysis, and code health, backed by per-project RocksDB.

A

AgenticMind

Moai-Team-LLC

Auditable, self-improving knowledge & memory for AI agents over MCP. Zero-key & multilingual by default · citation-enforced answers · replayable why-trace · judge-gated compounding loop. Postgres-only