R

Recall

edheltzel

Local memory for AI coding agents. Recall remembers your past sessions so your agent doesn't start from scratch every time.

T

Tensory

kryptogrib

Tensory — Claim-native MCP Memory Server. LLM claim extraction → Graph + Vector + SQLite. Zero-setup persistent memory for Claude, Cursor & any MCP client.

Z

Zoom Search

goofrey

MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics.

M

MCP Agentic Rag

rukshannet

MCP Server for Agentic RAG applications

L

Leteo

asanabrial

Persistent memory for AI coding agents. MCP server + lifecycle hooks that give Claude Code, Codex and Cursor long-term memory across sessions — one Rust binary, one local SQLite database, no server.

S

Semantic Code

vrppaul

Semantic code search MCP server for Claude Code — find code by meaning, not just text matching

A

Agora Kb

handochan

Self-hostable, open-source shared memory for AI agents: plain markdown in git that a curator agent organizes itself, readable and writable over MCP. Beta — no auth, single machine.

M

Memro

memrohq

Memro — the memory layer for AI context. Server, SDKs, MCP server and integrations.

A

Ai Books

Tryboy869

AI Books MCP Server - Extend LLM context 15-60× via gravitational memory | Official MCP server for Claude Code & Anthropic

K

Kb Recall

nguyenquangsang

MCP server that gives Claude Code and GitHub Copilot a persistent, feature-scoped knowledge base — decisions, gotchas and constraints your agents read and write automatically across sessions.

M

Mem0

tensakulabs

MCP server for self-hosted Mem0 with Qdrant vector + Neo4j graph memory

M

Markdown Notes

codeMaestro78

A semantic search system for Markdown notes with Model Context Protocol (MCP) server integration. Build searchable embeddings indexes from your Markdown files and expose them via JSON-RPC 2.0 over std

C

Cursor Cortex

flores-ac

Structured memory system for AI assistants. Eliminates context loss with branch notes, tacit knowledge, and project context. Local MCP integration for Cursor IDE.

M

MCP Memory

coah80

Persistent memory server for AI coding tools. Works with Claude Code, Cursor, Claude Desktop, Codex, OpenCode, and more.

F

Fln

nesvet

Local, explainable context compiler for AI coding agents. Analyze → plan → emit optimal context — with why/doctor diagnostics. No embeddings, no server.

C

Codebase Memory

octacity-org

Persistent code intelligence for MCP with native graph, vector, full-text, and cross-repository search.

P

Pg Mnemosyne

Janadasroor

A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a professional tasks schema

J

JPOS

mohisyed

The first open-source MCP server for jPOS and ISO 8583. Give AI agents deterministic access to payment protocol expertise.

C

Codesift

greglas75

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

U

UniDeX Agent Harness

zzoretich

UniDeX, the Unified Agentic Development Environment & Harness: Claude Code, Codex and local models building software together, run by your Chief of Staff Agent that learns how you work, knows your pro

C

Codevetra

adder-factory

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

R

RAG In A Box

DevNexsler

RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.

M

Machai

machanism-org

Automate application assembly using semantic search for smart library selection on the Machanism platform.

A

Amanmcp

Aman-CERP

AmanMCP is a local-first RAG MCP server for developers - providing hybrid search (BM25 + semantic) over codebases for AI assistants like Claude Code and Cursor.

W

Wirecat Desktop

WireCatLabs

The WireCat desktop app: search your chats, meetings and notes, connect any AI agent to them, and approve what it remembers. Local-first, for macOS, Windows and Linux.

F

FactGraph

k3mpaxl

Agent-native incident investigation graph: analysts and AI agents (MCP/REST) link evidence from EDR, Entra ID, cloud and GitHub logs into one shared, real-time attack graph and timeline. Self-hosted,

O

OpenBriefing

Paola3stefania

MCP server that gives AI agents persistent memory -- briefings from GitHub, Discord, and past sessions

L

LeafLoom

DJ-Huang

Local-first knowledge base & personal wiki for Markdown and HTML. Keep files and search on your computer. Connect ChatGPT, MCP, Skills and AI Chat, with source-linked search and a knowledge graph. Ope

C

Codeweave

semihkayan

MCP server that gives AI agents semantic search tool. Builds AST, call graphs, type graphs, and hybrid semantic search — so your agent queries structured indexes instead of dumping files into context.

M

MCP Semantic Search

mhart

An MCP Server to search a Vectorize DB

L

Local Memory

basst85

Local Memory MCP Server for Coding Agents

S

Semantic Code

smallthinkingmachines

MCP server for semantic code search using AST-aware chunking and vector embeddings.

M

MindForge

opok-ops

Production-grade lifelong memory for AI agents — 4-tier memory, knowledge graph, E2EE, federated P2P, MCP server.

L

LxDIG

lexCoder2

Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledge graph, a code RAG improvement, with hybrid Graph + Vector + BM25 retrieval, agent memory, multi-agent coordi

P

Powernode Platform

nodealchemy

Open-source mission control for AI agent fleets — chat to provision, agents to operate, humans to approve.

M

Mitre

lidless-labs

MCP server for the MITRE ATT&CK knowledge base: map alerts to techniques, profile threat groups, analyze detection coverage, and enrich SOC workflows from an AI client.