T

Token Savior

Offiziell

io.github.Mibayy

Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.

D

Digeguigui

Gaoshan0971

Reptile and exotic pet knowledge base: species identification, genetics calculator, care information, health diagnosis, prices and blockchain provenance.

C

Context8

yuanbopang

Context8 MCP server for remote error solution vault with semantic search

@

@ai Devkit/memory

codeaholicguy

Local MCP memory for AI coding agents to reuse project decisions, conventions, and fixes across sessions

P

Pmll Memory

Offiziell

io.github.drQedwards

PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.

W

Website Crawler — Markdown Pages, Sitemaps & RAG Provenance

Offiziell

io.github.kriton-dev

Crawl sites to Markdown with sitemaps, globs and depth limits, obeying robots and crawl-delay

P

Psychedelics Knowledge Graph

Offiziell

com.psychedelicskg

Search psychedelic research papers, compounds, outcomes, authors and their relationships.

E

Enacta

Offiziell

ai.multi-turn

Long-term memory for AI agents: durable records, observable retrieval, governed context assembly.

P

Persona Memory

xinhan

Host-independent agent memory: typed records, scoped retrieval, temporal versions, reviewed learning, optional relationship state. Zero runtime dependencies.

R

Rag Memory Epf

GitHub Actions

Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 38 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).

M

Memory Fts

Offiziell

io.github.kurovu146

Long-term memory for Claude Code with SQLite FTS5 search and BM25 ranking

P

Project Memory

Offiziell

io.github.Dankaro-projects

Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.

W

Wyrm

ghost.protocol

Local-first persistent memory for AI agents over MCP. Ground truths, a failure firewall that blocks repeated mistakes (negative learning), and hybrid recall, stored in SQLite on your machine. No cloud

T

True Memory Fragments

Offiziell

io.github.kyle641320

Detect stale source context and retain traceable code-chain understanding for AI coding agents.

B

Banyan Memory

Offiziell

io.github.labacacia

Persistent, governed local memory for MCP-compatible AI clients.

R

RxRadar

Offiziell

io.github.labrat-0

Semantic search across 5 US government healthcare databases.

V

Vineverse

DataCraftsmanAU

The Bible as a knowledge graph of verses, people, places, topics and Hebrew lexemes: scripture search, interlinear lookup, cross references and genealogy.

D

Deadzone

Offiziell

io.github.laradji

Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.

M

Memhtml

GitHub Actions

An agent's long-term memory: one fact per semantic HTML file in git, four-arm retrieval, and curator sessions on a branch.

P

Perseus Vault — Persistent, Encrypted Memory For AI Agents

Offiziell

io.github.Perseus-Computing-LLC

Persistent, encrypted, deterministic memory for AI agents. Local-first, 173 canonical tools.

R

Reverie

Offiziell

ai.knowall

Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

S

Schema Memory

raixslabs

Live database schema memory, ADR workflow & AI pair programming companion

K

KEPTA — The Memory For AI Systems

Offiziell

io.github.DamianTodorovic

Local encrypted memory for AI: hybrid search, 8 MCP tools, one file you own. Free, no cloud.

O

Obsidian Semantic Search

Offiziell

io.github.DalecB

Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.

M

Manwe — Memory, Decisions & Agent Tasks

Offiziell

io.github.lemberalla

Shared local memory, decisions and approved agent tasks. Requires the installed Manwe Mac app.

H

Hekkova

Offiziell

com.hekkova

TPermanent memory layer for AI agents. Mint moments to the Polygon blockchain via MCP.

A

AON

Offiziell

io.github.leo007-htun

Self-hosted, uncensored AI agent: ask it tasks, search its long-term memory and your documents.

M

Memvid

ferrants

Local server for memvid storage and semantic search.

A

Afterpaths

Offiziell

io.github.burnssa

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

D

Darwin RAG

Offiziell

io.github.Brightdotdev

Local-first RAG engine with MCP server for AI agent integration.

C

Contextual

Offiziell

io.github.Contextual-Laboratories

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

M

Memory

Offiziell

me.ai-know

Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

E

Echo Memory

Offiziell

io.github.ayushcodes10

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

K

Kortexio Memory

Offiziell

io.kortexio

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

O

OraFabric Medical Ontology Knowledge Base

Offiziell

com.orafabric

Expert-structured medical ontologies, relationships, and evidence for AI research and reasoning.

V

Vectorsearch

Offiziell

io.github.CloudCorpRecords

Store and retrieve text in a Qdrant vector database by similarity search.