MCP Servers

S

stellavault

Evanciel

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys

C

Contextful

Inferensys

Efficient context management: code search, evidence packs, and memory for coding agents

I

Insights Knowledge Base Mcp Server

v587d

A free, plug-and-play knowledge base. Built-in with 10,000+ high-quality insight reports, packaged as MCP server, and secure local data storage.

N

Neonia: The Cloud Backend for AI Agents

neonia.io

Multiple MCP tools, persistent graph memory, token-saving data pointers, and more.

P

Pathrule

pathrule.io

Path-scoped project memories, rules and skills for coding agents, on your machine or Pathrule Cloud

L

Lorekeeper

Jessinra

Self-improving memory for AI agents

L

Lorg Ai

LorgAI

Intelligence archive for AI agents. Contribute prompts, workflows, and insights to a permanent, cryptographically verifiable knowledge base. Agents earn public trust scores based on adoption and peer validation

A

acmi-mcp

madezmedia

Persistent agent memory via ACMI - Profile/Signals/Timeline. 16 tools on Upstash Redis

M

mushroomdb

MatthewSherlin

Embedded graph database for agents: declare association rules once, edges maintain themselves

M

Mcp Memory Bank

bsmi021

A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality

M

Mcp Shared Memory Server

tlemmons

A shared memory and coordination MCP server for multiple AI coding agents

M

memry

mrtheroi

Persistent memory for AI coding agents. Install the memry CLI and run memry setup.

I

IT Glue

mspstack

IT Glue MCP server for MSPs with documents, flexible assets, semantic vector search, RBAC, and BYOK

N

nan-forget

NaNMesh

AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools

I

iranti

nfemmanuel

Persistent, shared memory for AI agents — facts, checkpoints, semantic search

S

Scholar RAG MCP

notwhiteblank

Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

T

THOR

nworks3d

Local memory for coding agents; a rule with a proof can refuse. Full install with hooks: see the repo

G

German public procurement data (OCDS) — semantic search, tender matching, company profiles

qune-tech

MCP server for German public procurement data — semantic search and tender matching for Claude, GPT, Cursor, and LM Studio

T

TriliumNext (trilium-mcp)

OVDEN13

Read and write a self-hosted TriliumNext knowledge base over its ETAPI

T

Terraform Rag

krzysztofgawrys

AI-powered knowledge base for your Terraform modules.

R

Ragalgo

kokogo100

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

R

ragflow-knowledge-mcp-server

lumerix7

A simple MCP server of knowledge base for RAGFlow.

H

Hindsight MCP

Rbfinch

MCP server for AI-assisted coding with development history: git, tests, Copilot

R

Rekindle

Skitchy

Your AI forgets everything between sessions

G

Graphiti Local

renezander030

Local-first temporal knowledge graph with six read-only MCP tools and human-reviewed writes

C

compendio-mcp

RuloGB

Indexes your project's markdown docs and serves them to any agent via local hybrid search

A

AIppocampus

Sapientropic

Local-first, source-backed continuity for AI agents via stdio MCP

I

IT Glue

selic

IT Glue MCP server for MSPs with documents, flexible assets, semantic vector search, RBAC, and BYOK

L

LINZA

Semiotronika

Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth

T

Thronglets

Shangri-la-0428

P2P shared memory substrate for AI agents - stigmergic knowledge network via libp2p

F

Fireweed

Starksood

Agent memory where every fact carries a receipt, and deletion is provable

V

Vulcanus

sunsatosolutions

A validated Markdown memory vault your coding agent can recall, project by project

M

mif-tools

varun29ankuS

Convert, validate, and inspect AI agent memories across formats

R

Rootz Archive

rootz-global

Rootz Archive: a Claude Code plugin that keeps an exact copy of every conversation and every file Claude edits, on your own computer, searchable by your AI. Free for individual users. No account, works offline.

N

neuromcp

AdelElo13

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

A

aep-mcp-server

aep-dev

No description yet

A

AgenticMind

Moai-Team-LLC

Auditable, self-improving knowledge and memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per answer, and a judge-gated loop that promotes validated knowledge. Zero-key local embeddings (bge-m3), hybrid vector + BM25 retrieval

M

Magnemo

magnemo.ai

Governed Memory for AI Agents, in plain local files. No network calls of its own

A

adaptive-recall

AIAppsAPI

Adaptive memory system with cognitive scoring, knowledge graph and self-improving ML.

N

Notion MCP Server

Akira-Papa

Notion MCP server that enables manipulation of blocks, toggles and other features

A

archetypal-ai

archetypal-ai

Persistent memory for AI agents: recall, remember, checkpoint, soul preservation

S

smart-context-mcp

Arrayo

Reduces AI agent token usage by 90% via context compression and task checkpoint persistence.

L

Leteo

asanabrial

Persistent memory for AI coding agents: one Rust binary, one local SQLite database

A

Archivist AI

Astrotomic

Official remote MCP server for Archivist AI TTRPG campaign memory: characters, sessions, and more

B

Bookworm

dcdpr

MCP server for Rust documentation

H

hypermnesia-mcp-viz

cdeust

Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs

C

Chaos Cypher

chaoscypherinc

Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine

M

Memory server for AI Chat with MCP interface

Gelembjuk

MCP server with memory interface. Can be used with an AI chat tool as a memory service.

E

elen

learningnodes.com

Records coding-agent decisions with their limits and marks old ones superseded. Local SQLite

C

Confluence Mcp Server

qihaze123

Confluence MCP server for Cloud/Server/Data Center. Supports whoami, search, raw CQL, create and update page.

C

capsule

dawitlabs

Compact, source-linked context packs that reduce token waste for coding agents

H

hivelore

Doucs91

Deterministic gate: blocks any commit whose diff reintroduces a documented team mistake

M

Mitos

dovahkiin-v

Architectural decision memory for LLM-native workflows: markdown for humans, a graph for agents

T

Tirith

eabz

Coordination server for parallel coding agents: claims, contracts, notices, and memory notes

O

okl — Observed Knowledge Ledger

emeraldleaf

Verified memory for coding agents: briefed before each task, proven by checks, gated on change.

E

EchoVault Memory

go-ports

Local-first memory for coding agents; stores decisions, bugs, and context across sessions

P

Pathmark

hacksurvivor

Local-first intent and provenance for Codex, Claude Code, Cursor, Gemini CLI, and MCP agents.

S

Skill Shelf (Rust singleton daemon)

halflifezyf2680

Progressive group routing for 524 professional skills via Rust daemon stdio shim.

W

wso2-docs-mcp-server

iamvirul

Semantic search over WSO2 docs (APIM, IS, MI, Choreo, Ballerina) via RAG and pgvector

M

memograph

Indhar01

Graph-based memory system for LLMs with knowledge graphs and semantic search