MCP Servers

B

BookMCP

Prem5123

Cited book knowledge for agents working on system design and implementation

P

PremAgentic

premagentic

On-premises knowledge retrieval, with the rules you set enforced before anything is retrieved.

C

CogSession

premanand8800

Session memory for AI coding agents: records decisions and dead ends, flags what went stale.

P

Project Memory

kaaustubh

Persistent memory for AI coding agents (Claude Code, Cursor) — past bugs & fixes, decisions, and your corrections, as plain files in your repo.

Q

Q-CLI MCP Memory Server

gengisb

An MCP server implementing a memory feature for Q CLI

R

ragflow mcp server

xiangmy21

A MCP server to retrieve documents from ragflow.

N

NervaPack

ramdhavepreetam

Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory

L

llm-kosh

rastogivaibhav

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

M

MemPersist

ravhirizaldi

Durable, revision-pinned memory storage and retrieval for AI conversations.

E

Edith Second Brain

Rchari1

Claude distils its past sessions into linked Markdown notes on disk and searches them later

R

Reattend

reattend

Reate

R

Repo Memory

yubinkim444

A different approach from typical persistent-memory MCPs. Instead of a local

R

Reposit.bot Knowledge Hub For Agents

reposit-bot

MCP (Model Context Protocol) server for Reposit — community knowledge sharing for AI agents

R

robo-cortex

robotel-limited

Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.

M

Mindtrail

RohitDeshmukh-1

Persistent, local-first memory for AI coding agents. Remember, recall and forget across sessions

R

Runescape Wiki Mcp

birdwell

This MCP server provides AI assistants with real-time access to RuneScape 3 game data through the RuneScape Wiki APIs. It enables AI systems to retrieve current Grand Exchange prices, detailed item information (including stats, examine text, and alchemy values), historical price

@

@saihm/mcp-server-pro

SAIHM-Admin

What this is

A

ArkHive MCP

sammyboi81

Tamper-evident memory and governance MCP for Claude Code, Cursor, Codex. Ships the Seatbelt kit

A

amu-pgvector

sangaraju1988

Lineage-gated agent memory tools on Postgres and pgvector, enforced by row-level security

G

Graph-Mem

Sathvik-1007

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys

T

Torus

sekhar14

Stock research memory for Claude: theses, sourced claims and SEC filing alerts in a local graph

S

Seta MCP - Up-to-date Local Docs for Coding

techformist

MCP server powered by local documentation

O

Obsidian MCP

seynurmammad0v

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

C

Context Engine

shamsundarsk

Local-first persistent context memory MCP server for AI coding agents.

M

memory

sharedmemoryai

Persistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.

S

SharePoint MCP: The .NET MCP Server with Graph API & Semantic Kernel

mhmd2015

Create MCP server for accessing SharePoint Online using .NET with Graph API and Semantic Kernel.

S

Sutra

shivnathtathe

Private, portable memory and reusable skills for AI agents

N

nuttle

shiyue1250

Query the posts, comment trees and videos you've browsed and saved locally by the Nuttle app

T

tether

sidyellur

Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails

M

memdocs

silversurfer562

Git-native project memory for AI assistants with enterprise-grade audit compliance

E

ESG Hub MCP Server

simonmak-ascent

ESG knowledge base for AI agents: hybrid search, glossary, frameworks, industries, graph traversal

S

Simple Memory Extension MCP Server

gmacev

An MCP server to extend the context of agents. Useful when coding big features or vibe coding and need to store/recall progress, key moments or changes or anything worth remembering. Simply ask the agent to store memories and recall whenever you want

S

Simple Notion MCP Server

larryhudson

Notion MCP server that uses Markdown for better LLM support

S

Smarts — Live Docs For Every Smart Contract

defi-io

Live docs for every verified smart contract

S

SMMS_Semantic-Map-MCP-Server

yongzhouwangbowen

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

F

feedback-memory

ssap-pa

Remembers why you approved, edited or rejected your agent's drafts; recalls the closest corrections

S

Stickies

dumbspacecookie

A small, deterministic sticky-note layer for Claude Code. You pin a note — a decision, a blocker, a todo — and it survives session resets, /clear, and closing the terminal. Next session in that project, the notes that s

S

Strands Mcp

ShawnKyzer

MCP Server for Strands leveraging ElasticSearch

S

Student MCP Server

tejpalvirk

Manage context based on courses, assignments, exams, etc. with knowledge graph based MCP server

F

Forge Cascade MCP Memory Server

SunFlash12

AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery

K

Kirok Memory

TadFuji

Persistent memory for AI agents: hybrid semantic and keyword recall with autonomous consolidation

C

Coders Talk

coders.talk

Real coding-agent sessions: what worked, where agents failed and what the human did about it

O

ops-brain

TheK3nsai

Self-hosted team bus for AI agents: cross-machine handoffs, check-in, and shared gotchas

T

Threadctx

threadctx-dev

Shared memory MCP server for AI coding agents (Claude Code, Cursor). Free & local by default

C

clawriver

Timluogit

Agent knowledge-sharing marketplace. Let AI agents search, buy, upload and rate experience memories. 34 tools, supporting memory search, purchase, upload, rating and team collaboration.

C

cozo-memory

tobs-code

Local-first memory system for AI agents with hybrid search and graph reasoning

M

Mnemoscope

toonight

Predict context rot, sign every agent write, tier reads. Markdown-native, 100% local

T

Traffic Monitoring System Documentation

anisia20

No description yet

E

Engram

TushaeBXN

Local, private long-term memory for AI: verbatim, searchable, correctable. No LLM or API key.

U

UseCortex MCP

darktw

UseCortex MCP Server — Give your AI coding agent a persistent memory. Read and write knowledge from any tool.

C

ctx

vanshulgoyal101

Turn a GitHub repo or docs site into agent-ready context: pack it or search it, over MCP.

V

Vantage

Cavendo-AI

Vantage is a personal signal store for AI-native work. A place to capture and query the things you notice across the web

C

claude-handoff

Vasilispapg

Session handoff for Claude Code: list sessions and build handoff docs another agent continues from

C

cortex

VBlackJack

Local multi-client RAG server over the Model Context Protocol.

D

datacron

VBlackJack

Local-first MCP server that exposes a Markdown vault through MCP.

V

Vectra MCP Server

dangvu0502

An MCP server providing tools to manage and query a Vectra knowledge base, enabling integration with MCP clients via a backend API.

V

Vectra MCP Server

theVuArena

An MCP server providing tools to manage and query a Vectra knowledge base, enabling integration with MCP clients via a backend API.

M

memory

VelixarAi

Persistent memory for AI assistants. Store, search, and recall across sessions

V

verbative-memory

verbative

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

V

Vibe Coder MCP Server - v4 Final Release

jsscarfo

Final v4 release of Vibe Coder MCP Server with Automatic Contextual Retrieval System (ACRS) tools