Knowledge & Memory MCP Servers

Knowledge & Memory topic — 367 MCP servers, ranked by GitHub stars.

M

MemoryGuard

Knowledge & Memory

Local-first governed MCP memory backend for coding agents.

★ 4 MCP Server
S

saihm-mcp

Knowledge & Memory

MCP standards client for your own custodial SAIHM operator. Free start: @saihm/mcp-server-pro

★ 4 MCP Server
L

LINZA

Knowledge & Memory

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

★ 4 MCP Server
S

subdownload-mcp

Knowledge & Memory

YouTube knowledge base: summarize videos, fetch transcripts (even without captions), search channels and playlists, and save results for…

★ 4 MCP Server
B

Biel.ai

Knowledge & Memory

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

★ 4 MCP Server
M

memkeeper

Knowledge & Memory

Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.

★ 4 MCP Server
T

tilde

Knowledge & Memory

Your AI agents' home directory — privacy-first MCP server for portable AI identity.

★ 4 MCP Server
O

OpenReflex

Knowledge & Memory

Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.

★ 4 MCP Server
P

pr-genius

Knowledge & Memory

Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution…

★ 4 MCP Server
C

chamber

Knowledge & Memory

Checks a claim's numbers, names and file names against your indexed notes. Local; no model.

★ 3 MCP Server
A

aidesignblueprint/integrations

Knowledge & Memory

Read-only access to the Agentic AI Blueprint, a reference for agent UX: browse and search principles, implementation examples and…

★ 3 MCP Server
C

central-intelligence

Knowledge & Memory

Persistent memory for AI agents. Store, recall, and share knowledge across sessions.

★ 3 MCP Server
N

nocturnusai

Knowledge & Memory

Agent reasoning, memory, and token-optimized context for AI applications.

★ 3 MCP Server
M

memocall

Knowledge & Memory

Recall past Claude Code conversations from any project as clean, compact Markdown.

★ 3 MCP Server
P

personal-understanding

Knowledge & Memory

Verbatim-first personal memory: hashed word-for-word messages, records linked to their source quotes, anti-fabrication validators and an…

★ 3 MCP Server
E

evc-team-relay-mcp

Knowledge & Memory

MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.

★ 3 MCP Server
G

geond-agent-protocol

Knowledge & Memory

Local-first shared memory and coordination for coding agents on PostgreSQL/pgvector: repository evidence, reservations, handoffs and code…

★ 3 MCP Server
F

Facthouse

Knowledge & Memory

Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.

★ 3 MCP Server
M

memxus-remote-mcp

Knowledge & Memory

Persistent memory layer that saves and recalls your project context and preferences.

★ 3 MCP Server Reachable
B

brewers-almanack

Knowledge & Memory

Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes

★ 3 MCP Server
S

shadowgraph

Knowledge & Memory

Local-first decision memory for AI agents: stores choices, rejected alternatives and reasons, failed attempts, outcomes, provenance and…

★ 3 MCP Server
C

Central-Memory-MCP

Knowledge & Memory

Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.

★ 3 MCP Server
W

Wiki.js

Knowledge & Memory

Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments

★ 3 MCP Server
M

mneme Record

Knowledge & Memory

Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.

★ 3 MCP Server
S

server-noonien

Knowledge & Memory

Shared, serverless, conflict-free knowledge-graph memory for AI agents

★ 3 MCP Server
S

sovereign-mcp

Knowledge & Memory

Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.

★ 3 MCP Server
C

cosmos-mcp

Knowledge & Memory

Personal knowledge graph every MCP client reads from and writes to. Portable across agents.

★ 3 MCP Server
A

A2CR

Knowledge & Memory

Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.

★ 2 MCP Server
A

agentcivics

Knowledge & Memory

Decentralized civil registry for AI agents on Sui: soulbound identities, on-chain memories, reputation and refusal records.

★ 2 MCP Server
A

Agent Module

Knowledge & Memory

Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.

★ 2 MCP Server Reachable
C

contextforge-mcp

Knowledge & Memory

Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.

★ 2 MCP Server
A

AgenticSystemCore

Knowledge & Memory

Read, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio.

★ 2 MCP Server
S

soul-mcp-server

Knowledge & Memory

MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.

★ 2 MCP Server
A

agentready-mcp

Knowledge & Memory

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

★ 2 MCP Server
B

bitatlas

Knowledge & Memory

Zero-knowledge encrypted storage for humans and AI agents. Client-side AES-256-GCM, EU-hosted.

★ 2 MCP Server
C

cachly — memory for coding agents

Knowledge & Memory

Memory for coding agents: stores every fix and finds it again when the problem returns. EU-hosted.

★ 2 MCP Server
O

ossian-mcp

Knowledge & Memory

Ask your own documents with citations, plus durable memory for agents. Safe by default.

★ 2 MCP Server
N

NebulaMind

Knowledge & Memory

AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.

★ 2 MCP Server
A

agenthold

Knowledge & Memory

Shared versioned state for multi-agent AI workflows

★ 2 MCP Server
L

LoreRoom

Knowledge & Memory

Encrypted local memory for Claude Code Telegram bots: captures both sides of conversations, with SQLCipher encryption and CJK-friendly…

★ 2 MCP Server
F

filippopilo/cortex-connector

Knowledge & Memory

Patent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.

★ 2 MCP Server Reachable
A

algora-mcp-server

Knowledge & Memory

Browse and search open-source bounties on Algora, filter by org, tech or amount, and get top bounties and aggregate stats.

★ 2 MCP Server
A

Agentic-KB

Knowledge & Memory

Persistent engineering knowledge base with source-backed wiki, agent-runtime and repository-context tools, contradiction and staleness…

★ 2 MCP Server
M

memento-mcp

Knowledge & Memory

Local-first memory for coding agents: stores facts, decisions, patterns and architecture notes in SQLite to reduce repeated context across…

★ 2 MCP Server
A

agentmemory-codex-windows

Knowledge & Memory

Windows AgentMemory downstream for Codex with project-scoped persistent memory, bounded cross-project recall, and an authenticated…

★ 2 MCP Server
F

fish-bridge — Session Knowledge Graph

Knowledge & Memory

Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.

★ 2 MCP Server
M

MemCore

Knowledge & Memory

Long-term memory shared by every AI coding assistant on one machine: a single local SQLite file with FTS5 search and optional multilingual…

★ 2 MCP Server
M

MemHeaven — Self-hosted Remote MCP Memory for ChatGPT

Knowledge & Memory

Self-hosted remote MCP memory server for ChatGPT and AI agents.

★ 2 MCP Server
P

PinRAG

Knowledge & Memory

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

★ 2 MCP Server
P

PIL

Knowledge & Memory

PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.

★ 2 MCP Server
S

shipitandpray/mcp-memory

Knowledge & Memory

SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.

★ 2 MCP Server
G

graph-memory

Knowledge & Memory

Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local…

★ 2 MCP Server
L

Librarian

Knowledge & Memory

Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.

★ 2 MCP Server
S

StremAI

Knowledge & Memory

StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio.

★ 2 MCP Server Requires auth
F

farnsworth-syntek

Knowledge & Memory

Seven-layer recursive agent memory with context branching, holographic recall, dream consolidation and on-chain persistence.

★ 2 MCP Server
C

Context-First-MCP

Knowledge & Memory

37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.

★ 2 MCP Server
O

OpenClaw Agent Instruction Registry

Knowledge & Memory

Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.

★ 1 MCP Server
A

Amber

Knowledge & Memory

Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable.

★ 1 MCP Server Requires auth
B

Bilinc

Knowledge & Memory

Hosted agent memory with an audit trail: writes carry provenance, contradictions surface as inspectable changes, and bad runs are…

★ 1 MCP Server
A

ayushagrawal288/memex

Knowledge & Memory

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

★ 1 MCP Server