MCP Server Directory

liza-studio/skillmem

Self-improving skill memory for coding agents: useful skills are reinforced, unused ones fade; local English/Russian hybrid search, tamper-evident history.

dev.bluet/bluet

Product memory your agents read before they work: briefs, plan checks against decisions, debriefs.

callosium/callosium

One shared memory for every AI you use, in plain Markdown files you own.

Shakargy/devtime

Local-first, read-only MCP server for evidence-backed repository memory.

sairam0424/MindForge

Read the MindForge engine over MCP: knowledge graph, project health, and audit log.

rushikeshmore/CodeCortex

Persistent codebase knowledge for coding agents: symbols, dependency graphs, co-change patterns and architectural decisions extracted with tree-sitter.

NORTHTEKDevs/genome

Local persistent agent memory without LLM calls: semantic recall over SQLite with bi-temporal fact tracking.

tribal-memory/tribal

Self-hosted semantic memory for an engineering team's tribal knowledge: the decisions and reasoning behind the code, queryable by the team and its agents.

billy12151/memory-arbiter-mcp

Local memory middleware: targeted retrieval instead of full-memory loading, rule-based conflict arbitration and one SQLite store shared across coding agents.

FedgeNo/conventions-mcp

Memory for coding conventions and standing instructions that persists across sessions.

es617/dbgprobe-mcp-server

Let AI agents interact with debug probes — connect, flash, read/write memory, and reset.

workingmodel/wm-figma-vector-mcp

Let Claude create and edit fully editable vector nodes on the Figma canvas.

hiveforge-sh/hivemind

MCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first.

agentkitai/lore

Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.

chenxiaofie/memory-mcp

情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

rapozoantonio/memorykit

Cognitive memory for AI coding assistants — persistent memory across sessions

1picassoai/sticky

Persistent memory and context for your agent, on a board you can see. Capped, so it stays small.

udjin-labs/mnemostack

Self-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion.

catfish-1234/sessionmem

Local memory for coding assistants: watches sessions and injects a compact summary at the start of each new one, stored in a SQLite file.

HBarefoot/engram

Offline persistent agent memory on SQLite with local embeddings, hybrid semantic and full-text recall, secret detection and contradiction handling.

Cranot/agentskb-mcp

Researched knowledge for AI agents. Canonical answers from official sources.

mohamed-ashraf-elsaed/aletheia-mem

A free, local memory and rules hub for Claude Code and other AI coding tools, served over MCP.

Dakera-AI/dakera-mcp

Agent memory engine — 106 MCP tools, self-hosted, single Rust binary

hiroshic9-png/edition-api

Japan business regulations, compliance, travel, protocols, memory — 10 knowledge domains, 23 tools.

codician-team/growmos

Living knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.

thuupx/memory-mcp-lite

A lightweight, structured, token-efficient local-first MCP memory server

umitkavala/mindpm

Project memory and a control plane for AI coding agents.

menot-you/n-memory

Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.

ridget/supernote-mcp

Capture the screen, read/render notes, and upload files on a Ratta Supernote from an AI agent.

Lexus2016/turbo_quant_memory

Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.

g1itchbot8888-del/agent-memory

Three-layer agent memory (identity, active, archive) with semantic search, graph relationships and conflict detection.

anshulyadav1976/synapse

Zero-runtime-dependency Markdown memory vault with SQLite search, linked wiki pages, ChatGPT/Claude imports, and human-approved agent note proposals.

yamantaka520/Agent-Memory-OS

Local-first memory for AI agent teams: private, team and project access control, associative recall and federated sync with revocation, plus a web console.

Octonove/crbro-memory

Persistent agent memory in local JSON files: neuron/synapse graph with heat scoring, fact-level search, corrections, secret redaction and team sharing via Git.

DanceNitra/inspeximus

Agent memory with a correction channel: supersede or revert stale facts, block restated old values, and prove deletions with signed tombstones.

BehnamJalaliCo/CodeCortex

Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.

aimsise/color-engine-mcp

Six pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solver

SunflowersLwtech/covate

Learning sidebar for AI coding assistants: quizzes on your changes, debug memory, term explanations

io.github.team-earth/datagraph

Urban intelligence knowledge graph. Structured locality data for civic problem-solving.

zachhannum/obelisk

Comment on a passage of an Obsidian note, and propose suggested edits.

dumbspacecookie/stickies

Persistent, expiring, importance-graded sticky notes for Claude Code.

agenerationforwordz-tech/strata

Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.

novotapeter-bs/bs_cortex

Long-term, drift-free cognitive memory engine for AI Agents and Cursor IDE.

timmx7/acheron-mcp-server

Persistent memory shared across Claude Chat, Code and Cowork, stored in local SQLite with full-text search.

uniskela/adhd-hub

Self-hosted project-continuity hub for coding agents: tracks unfinished work, progress, overlap and reminders across clients.

zzhang82/Agent-Memory-Bridge

Local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas and domain knowledge.

ErebusEnigma/context-memory

Persistent, searchable context storage across Claude Code sessions using SQLite FTS5, with AI session summaries, checkpoint recovery and a web dashboard.

gingugu/gingugu

Local SQLite memory for coding assistants: typed memories with confidence lifecycle, namespaces, knowledge graph, hybrid search and keychain credential vault.