MCP Server Directory

gregario/3dprint-oracle

3D printing filament knowledge base from SpoolmanDB: search filaments, compare material properties and print settings, and diagnose print issues.

sammyboi81/arkhive

Local-first, tamper-evident AI memory with a SHA-256 ledger, recall, verification, and governed decisions.

jmpdsevilla/BovedIA

Personal memory for Claude Code in plain Markdown notes, with a router note that decides what context to load and a layer for thoughts and feelings.

Vasilispapg/claude-handoff

Claude Code session handoffs: turns any transcript, even crashed ones, into a handoff file and distills project history into a cited memory brief.

chinwe/compound-memory

Local-first shared memory for multiple AI agents that compounds in value: feedback-driven confidence, cross-agent validation, neighbor recall and distillation; Markdown files with auto git history, 5 MCP tools + CLI.

kskurtveit/echocache

Cache expensive LLM results with HTTP-style freshness (TTL, stale-while-revalidate) and semantic recall of related past answers.

Jidoseal/jidoseal-mcp

Checks a folder of Markdown docs for missing Open Knowledge Format (OKF) frontmatter fields, locally; writes only .jidoseal/ in that folder. MCP server Apache-2.0, scan engine proprietary; no network use during a scan is a vendor claim.

drexthealpha/Knos

Local memory shared by all coding agents on a machine, built from sessions, commits, CLAUDE.md/AGENTS.md and ADRs, with claims that lock in-progress work.

linklore/linklore-mcp

Structured memory for coding agents: typed lore and doc entries with status and links that agents read and write.

zuneracodes/localkeep

Local-first chronological memory: write dated, editable memory banks in a local UI, and Claude recalls them on demand via SQLite FTS5.

japlete/md-vision-mcp

Read Markdown with inlined images and heading indexes for agentic RAG over local docs or allowed URLs.

ayushagrawal288/memex

Persistent agent memory with semantic search and recency decay, local ONNX embeddings, background summarization and Prometheus/Grafana observability.

Monyeah777/NinFenz

Content contract layer as a read-only MCP server: protocol specs, modules, pipelines, assets, and the knowledge library for long-form content; 12 read-only tools plus an assembly prompt, Python stdlib only, no write paths.

kaaustubh/project-memory-mcp

Persistent memory for coding agents in plain repo files (AGENTS.md, issues.jsonl): captures bugs, fixes, decisions and corrections and recalls them later.

jaimenbell/rag-mcp

Minimal local RAG that vector-searches a document corpus and returns cited passages.

yubinkim444/repo-memory

Shared, git-tracked memory for AI agents on the same codebase: facts, decisions and gotchas stored in a committed repo directory and synced via git.

robotel-limited/robo-cortex

Git-aware memory store for coding agents: memories anchored to git blob hashes are flagged for review when the linked code changes.

JAAvila-Of/vivac

A provenance tree for coding agents: every node records the node it was born from, so the agent can ask why the work is where it is. A session brief with the standing decisions and what not to touch, a close that refuses over open work, and decisions kept with the alternatives they rejected. Local JSON-lines file, no telemetry.

AiDimag/aidimag

Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.

IntarsO/AppWrangler

Per-app CPU, efficiency-core and memory control for Apple Silicon Macs, with suggestions and undo.

AsterMindAI/astermind-mcp

On-device reranking that cuts RAG context tokens ~67% while keeping a relevant passage.

jessymariau/booboo

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

Prem5123/BookMCP

Cited book knowledge for agents working on system design and implementation.

Mikerichardmail/clarik-mcp-server

Clarity and memory persistent workspace context manager for Claude.

automaticqa/coador

Evidence-backed Android repository knowledge for humans and AI agents

HanochZhu/codeagent_memory

Local code graph and solution memory for coding agents via CLI and MCP.

JaysonAIOnline/mcp-cognitive-substrate

28-layer cognitive substrate with cross-session ToT evolutionary memory and self-telemetry tools

base76-research-lab/cognos-session-memory

CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.

premanand8800/cogsession

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

shamsundarsk/contextengine-

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

jarmstrong158/context-keeper

Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions.

mikhailbovt/ContextDB-Codex

Local-first durable AI memory with policy-bound recall and a typed project graph.

willykeenan/agentbrain-contextlib

A project's long-term memory as plain Markdown files, with an append-only, tamper-evident log.

VBlackJack/Cortex

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

CJhuochai/cp-memory

Local-first, governable long-term memory for AI coding agents

Lucky44k/dense-knowledge-mcp

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

devinmlowe/engram

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.

joshua-auchincloss/factsets

An MCP server that provides a local, persistent, self-maintaining knowledge base for AI agents

ssap-pa/self-learning-agent-setup

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

origami-research/fl-studio-agent

Drive FL Studio from an AI agent: write notes, set tempo and levels, check what sounds, render.

Koradji77/heropen

Persistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys.

skulitom/Inkbolt

Local vector and raster editing engine for agents: layered documents, saved sessions and exports.

KitchenSink4AI/KitchenSink4PPT

PowerPoint (.pptx) MCP server: editable vector diagrams, tables, budgeted reads, render-to-verify

zcsabbagh/knowledge-graph-mcp

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

3M1RY33T/loci

Scoped memory for coding agents: picks the right project, answers in scope, or abstains.

cocaxcode/logbook-mcp

Developer logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.

fayzkk889/lore

Cited local coding-agent history for fresh Codex and Claude Desktop chats on Windows.

elfensky/macos-apps-mcp

Mail, Calendar, Reminders, Notes, Messages and more on macOS: cited pointers, previewed deletes