MCP Servers

H

haiku.rag

ggozad

Local-first agentic RAG with citations: hybrid search, reranking, multimodal document retrieval

H

Hex Research

levnikolaevich

Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps

D

DocsAgent — Zotero, Obsidian & Apple Notes MCP Server

docsagent

Instant, private access to your knowledge base: Zotero, Obsidian, Apple Notes (macOS)

C

Compartment

MaxFreedomPollard

Durable agentic memory, encrypted at rest. Fully offline: no network, no API key, no cloud

M

misakanet

Ikalus1988

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text

A

Anytype MCP Server

anyproto

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, and more through natural language.

M

Memclaw

caura-ai

MemClaw — persistent memory for AI agent fleets (open source)

M

Memtrace

syncable-dev

Memtrace — structural memory for AI coding agents

T

telemem

TeleAI-UAGI

Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option

G

GrayMatter

angelnicolasc

Persistent agent memory as a single Go binary: knowledge graph, TUI observability, zero infra

D

Docfork MCP

docfork

Docfork MCP Server - latest docs of 9000+ code libraries for your AI code editor

P

Private Journal MCP Server

obra

A lightweight MCP server that provides Claude with a private journaling capability to process feelings and thoughts.

B

beever-atlas

Beever-AI

Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki

C

Code Context Engine

ai-elara

Index your codebase. AI searches instead of re-reading files. 94% token savings

M

Molio Knowledge Base

zhuzhaoyun

Read-only access to your Molio local knowledge base: search, read, browse, and AI Q&A

C

context

neuledge

Local-first documentation for AI agents. Offline, instant, private doc retrieval

M

mcp-local-rag

shinpr

Easy-to-setup local RAG server with minimal configuration

M

marm-mcp-server

Lyellr88

Universal MCP Server with advanced AI memory capabilities and semantic search

M

Memento

gannonh

Memento MCP: A knowledge graph memory system for LLMs

M

MCP Apple Notes

RafalWilinski

Talk with your notes in Claude. RAG over your Apple Notes using Model Context Protocol.

G

Graphicle

Graphicle-AI

Code graph and project memory for coding agents, cited to exact files and lines, on your machine.

P

PageIndex MCP

VectifyAI

Reasoning-based RAG system for chatting with long PDFs. Supports local and online files

M

Model Context Protocol (MCP) Server for Graphlit Platform

graphlit

Model Context Protocol (MCP) Server for Graphlit Platform

A

agent-recall

Goldentrii

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only

F

fojin — Buddhist Canon Tools

fojin.app

Buddhist canon tools: search, passages, cross-canon parallels, dictionaries — all URN-cited.

M

MemoryMesh

CheMiguel23

A knowledge graph server that uses the Model Context Protocol (MCP) to provide structured memory persistence for AI models

A JupyterLab extension supporting Claude Code, Copilot, Ollama, and OpenAI-compatible LLMs, with MCP, skills, plugins, and notebook agents.

M

MCP server for LogSeq

ergut

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

M

Mcp Documentation Server

andrea9293

MCP Documentation Server - Bridge the AI Knowledge Gap

S

Synaplan

metadist

Self-hosted AI workspace: semantic RAG document search, long-term memory, and AI chat via MCP.

O

ori-memory

aayoawoyemi

Persistent memory infrastructure for AI agents: identity, knowledge graph, and search

V

veritasgraph

bibinprathap

Zero-trust, air-gapped enterprise GraphRAG MCP server with offline, citation-grounded answers

C

Context Engine

melonelish

Compress logs, retrieval chunks and code context into structured LLM-ready signal

S

shodh-memory

varun29ankuS

Cognitive memory for AI agents: semantic search, Hebbian learning, knowledge graphs

P

PLUR

plur-ai

AI agents start every session with amnesia — you re-explain the project, repeat your preferences, and correct the same mistakes over and over. PLUR gives them a memory that persists. Your agent's corrections, preference

O

Obsidian MCP

newtype-01

This project implements a Model Context Protocol (MCP) server for connecting AI models with Obsidian knowledge bases. Through this server, AI models can directly access and manipulate Obsidian notes, including reading, creating, updating, and deleting notes, as well as managing

W

Wikipedia MCP Server

Rudra-ravi

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

D

ditto

ohad6k

Mine your local AI coding session logs into a profile your agent loads before every task

E

emulo

ohad6k

Mine your AI coding session logs into a you.md profile with dated receipts, for an agent to read

A

AsDecided

asdecided

Read-only access to deterministic engineering decisions stored in a local repository

R

Rust Docs MCP Server

Govcraft

Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

R

ResiMind

1105216375-alt

Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key.

G

Guaardvark

guaardvark

Local AI studio on your GPU: images, video, music, voice, RAG. Needs the Guaardvark app installed

C

cognitive-ai-memory

sachitrafa

Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall

Y

Yourmemory

sachitrafa

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

T

TOMC Memory

ZipengWu365

CPU task-specific context preparation and explicitly saved local project notes through MCP.

R

RAG Documentation MCP Server

hannesrudolph

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

S

SuperLocalMemory

qualixar

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

S

superlocalmemory

varun369

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free

Y

yuque-mcp

yuque

MCP server for Yuque: expose your knowledge base to AI assistants

S

sage

l33tdawg

Persistent, consensus-validated institutional memory for AI agents. Runs locally.

N

neural-memory

nhadaututtheky

Persistent memory for AI agents, with 55 MCP tools and spreading activation recall

L

Lobu

lobu-ai

Shared, permission-aware company context for AI agents, with provenance, approvals and audit

C

core

omega-memory

Persistent memory for AI coding agents. #1 on LongMemEval. Local-first

O

OMEGA Memory

omega-memory

Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools

L

Leankg

FreePeak

A local, Rust-based Knowledge Graph MCP server. Cuts AI coding token usage by up to 98% by intelligently querying your codebase instead of sending full files.

L

link

gowtham0992

Local personal memory for agents as MCP tools: remember, recall, search, context, graph traversal

N

Notion MCP Integration

danhilse

A simple MCP integration that allows Claude to read and manage a personal Notion todo list

📓

📓 GistPad MCP

lostintangent

An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists

J

jDocmunch MCP

jgravelle

Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.