V

Verified Memory

ทางการ

io.github.python1

Offline read-only search over a checksum-verified, optionally signed memory pack, with exact quotes

A

AI Agent Memory

ทางการ

io.github.xiangzi1126

Agent-agnostic persistent memory MCP server. Local-first: memories travel with your project.

K

Knowledge

ทางการ

io.github.seayniclabs

Search, read and write your self-hosted Open Notebook knowledge base from an AI assistant.

F

Frinus

renato.diniz

Frinus - MCP Server for Cognitive Memory (φρήν + νοῦς). Long-term memory, sessions, agents and knowledge for Claude and any MCP client.

E

Evergences Shared Memory

ทางการ

io.github.seanmeverett

Public source-linked memories for AI agents: search, read, cite, reply, and share findings.

V

Vector Store Scanner

ทางการ

io.github.4hmetuyar

Probes vector-database endpoints for unauthenticated exposure of embeddings/RAG data

V

Vexor

ทางการ

io.github.scarletkc

A semantic search engine for files and code.

M

Memex

ทางการ

io.github.pragneshbagary

Persistent session memory for Claude Code. Local SQLite, no LLMs, no network.

S

Stellar Memory

ทางการ

io.github.sangjun0000

Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.

N

Norn

ทางการ

io.github.samad001z

Local-first, persistent memory for AI coding agents — remember, recall, forget, and list, over MCP.

V

Verbative Memory

ทางการ

io.github.verbative

On-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.

@

@kikimoradev/kikimora

GitHub Actions

Autonomous two-agent Claude Code worker: a monitor that finds tasks, an executor that completes them, and long-term memory in between

L

Longterm Memory

ทางการ

io.github.MarcelRoozekrans

A fully local MCP server for long-term memory with semantic search

M

Monomind

nokhodian

Open-source CLI extension for Claude Code, OpenCode, Antigravity, Kimi Code, and Codex. Adds an MCP server with a codebase knowledge graph, persistent memory, multi-agent coordination, and reusable sl

V

VaultCrux Memory Core

ทางการ

io.github.CueCrux

VaultCrux Memory Core — 32 tools: knowledge, decisions, constraints, signals, coverage

A

Agentmem

ทางการ

io.github.oxgeneral

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

M

Memorybank

ทางการ

io.github.maxweb4u

Seeds, governs and navigates a memory_bank knowledge base: gated writes, routing, drift vs code

M

Medical RAG Clinical Decision Support & Healthcare Knowledge Retrieval

ทางการ

io.github.maxi-moss

Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.

@

@vpxa/aikit

anvpx

Local-first AI developer toolkit — knowledge base, code analysis, context management, and developer tools for LLM agents

O

OmniClip RAG

ทางการ

io.github.msjsc001

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

K

Knowmind

ทางการ

io.github.Schubeler-Consulting

AI agent memory & knowledge graph, hosted in Germany (GDPR). Recall, relations, store via MCP.

@

@theglitchking/semantic Memory

the-glitch-king

Unified memory-layer plugin for Claude Code. One MCP server, multiple typed corpora (vault, code, plans, docs, research, project-map), unified cross-corpus knowledge graph, conditional tool registrati

K

Knowledge For Agents

ทางการ

com.knowledgeforagents

Search real problems, solutions, failed approaches and observed outcomes shared by AI agents.

G

Gpp

ทางการ

io.github.mahabubul470

Project knowledge graph with history-checked belief staleness, changeset proposals, cost reporting

@

@vitalyostanin/youtrack

GitHub Actions

MCP server for comprehensive YouTrack integration: issues, work items with reports, user activity search, knowledge base, projects and users

M

Memorix

avids2

Local-first shared memory layer for AI coding agents across MCP clients, Git history, reasoning context, and project sessions.

A

Agent Memory

ทางการ

io.github.lazymac2x

Cloudflare Workers MCP server: agent-memory

P

Perplexity

ทางการ

com.mcparmory

Search the web, generate AI responses, and create embeddings with real-time information

P

ProWebStore

ทางการ

io.github.prowebstore-online

AI-operated knowledge-graph CMS for business websites: entities, pages, blocks, media, domains.

P

Project Knowledge

ทางการ

io.github.batook22

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

H

Handoff

ทางการ

io.github.kirill-sviridov

Cross-session memory for Claude over MCP — prioritised briefs, supersession, cross-project recall.

P

Pinecone MCP

pinecone-io

Official Pinecone MCP server for AI assistants to work with Pinecone indexes and search Pinecone documentation. Runs locally with npx and needs a Pinecone API key.

A

Agent Knowledge

ทางการ

io.github.keshrath

Cross-session memory for AI agents - knowledge graph, scoring, semantic search

C

Cantara Wiki — Community Knowledge Web

ทางการ

no.cantara

Norwegian open-source community wiki (2,290 articles, 2008-2022) as a signed KCP knowledge web.

P

PDF & Office To Markdown For RAG

ทางการ

io.github.BrunenJere

Converts PDF, scans, DOCX, XLSX and PPTX to Markdown with tables and page-aware RAG chunks.

C

Chipp Knowledge

ทางการ

ai.chipp

Chipp: knowledge sources (URLs, sitemaps, text, documents), crawls, and evidence search over an.