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MCP servers tagged local-first
2.0K live MCP servers tagged "local-first", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with local-first.
Alexandria
Long-term memory for AI agents. MCP server with local embeddings, heat-based recall, and hierarchical clustering on embedded SurrealDB.
Timewarp
Debugging and observability tool for distributed systems capable of recording, reconstructing, and replaying the causal chain of an execution.
Amber
An AI-first, open-source second brain: plain-markdown notes in a local vault that Claude, Cursor, and other agents read and write directly over MCP. An Obsidian alternative built…
Qwen Studio
A local-first desktop AI coding studio for Qwen + Ollama 🧠⚡
ASTRO
A knowledge-graph workspace where every note is a star in a real, directly-editable 3D graph. Local-first: plain Markdown + JSON on disk, no database, no account. Constellation Mo…
Grasp
Passive, local, zero-API memory for AI coding agents — captures Claude Code transcripts, embeds them on-device, and shows them as a 3D memory graph. Rust + Tauri.
Claude Code Memory
Local-first memory for Claude Code: auto-memory + Stop hook + local semantic search (Ollama) via MCP. Nothing leaves your machine.
Agentbox
Black box footage for AI agents: local replay of terminal output, file diffs, MCP tool calls, and risk flags.
Memory Harness
Local-first, programmable and auditable long-term memory workspace for people and AI agents.
zyqzyq/Unfour
scoped safety policies and confirmation for risky actions.
Cogmem
A self-improving, verifiable memory layer for AI coding agents.
GemCode
An open-source, local-first alternative to Claude Code built by Veoksha. It combines Google Gemini with the Agent Development Kit (ADK) to work inside your repositories, read file…
Vanta
Open-source local AI operator: desktop app, terminal, messaging, and automation with a Rust safety kernel that gates every action.
Ocbrain
Local, source-backed Shared Context for Codex, Claude Code, OpenClaw, and compatible MCP clients.
Minni
Local-first memory and governance layer for AI agents, with per-agent vaults, hybrid recall, review-first learning, handoffs, audit trails, and native AFM/bridge provider support.
Garden Flow
Local-first AI workspace that turns research into content — collect, organize, ideate, write, generate media and automate.
BurrowTime
Open-source, local-first time tracking for developers and coding agents. CLI, TUI, agent skills, MCP server, and Watson-compatible data.
Memor AI
One local memory shared by every AI coding agent — Claude Code, Cursor, Codex, Copilot, Kimi, Goose. No API key, no cloud, no plugin to install. Plus opt-in token compression.
Thursday
One day short of Friday — a realtime voice harness that runs on your own machine.
Vector Rules
The model measures, your rules decide — and prove it. Vector math as a first-class operand in a deterministic Rete engine: policy lives in Git, every decision returns a proof tree…
Mework
Mework - local-first agent workbench for Windows (Mew. Work.)
Immutlex
An immutable knowledge base your AI agent queries over MCP. Wiki-link graph, fused search, 74 MCP tools, runs local. https://immutlex.dev
Worklab
Local, single-user AI agent orchestration tool (todo, reviewer loop, multi-SDK, KB, consolidation)
Ettle
Your agent and your teammates' agents, comparing notes before the meeting would have happened. ettle reconciles each person's typed working state into coordination tangles — colli…
Cogos
Local Go daemon that gives AI tools persistent shared workspace state. Context assembly, multi-provider inference routing, hash-chained ledger, MCP server.
Clemmy
Local-first AI operator with persistent memory, governed tools, workflows, voice, and meetings.
LatticeAI
Local-first private AI memory layer / Digital Brain for conversations, documents, decisions, and model-agnostic knowledge.
IssueDeck
Local-first issue deck for humans and AI coding agents: dashboard, MCP tools, SQLite, and CSV/JSON/Markdown imports.
Graphiquest
Local-first 3D knowledge-graph dashboard for codebases. Built on Graphify. Explore repos in Hivemind, run Hunter audits, trace nodes, and query graph context with Claude Code.
Alethia
The zero-IPC E2E test runtime for AI agents. ~40ms per tool call, 2–5× faster than Playwright MCP per flow. Signed evidence, EA1 safety, patent pending. Binaries + releases.
Workcue
Local-first morning brief for GitHub, Jira, and Obsidian, with more connectors planned.
AI Memory Hub
Local-first shared memory for AI agents, with MCP and HTTP APIs.
Gemini Ui Bridge
Your local MCP bridge for using Gemini through your browser, no API key needed
Bastet Agent OS
Local-first control plane for AI-agent teams — orchestrates Claude Code, Codex, Grok, agy & Hermes into gated workflows that fix their own failures, with per-run metering, an appe…
Agentglass
AgentGlass — a glass box for your AI agents. Capture, inspect, replay, and analyze every agent run (LLM observability & tracing). No SDK, no code changes.
Videre
Multimedia file management tool
Shoucang
合订本 (HedingBen) — 专治收藏夹吃灰：把小红书笔记装订成本地可搜索合集。拖拽导入 · 本地 OCR · 语义搜索 · 全程离线。Tauri 2 + Next.js 16 + Chrome 扩展。
Aletheia Memory
Local, auditable memory for AI agents.
Talaria Code
Private AI coding agent for VS Code — agentic edits, inline completions, and chat on your local models (Ollama, vLLM, llama.cpp). Local-first, no cloud.
PromptDirector
多网站一键采集，让好案例进入下一次创作。Save images, videos & prompts from Jimeng, Higgsfield, X, WeChat, HeyBox & Feishu. A local-first visual library for creators, connected to Codex, Claude Code &…
HarnessDesk
Open-source control plane for coding agents you own — run Codex, Claude Code, Gemini, Cursor and ACP agents side by side with shared history, permissions, handoffs and audit logs.
RelaySociety Releases
Governed agent coordination for real work — official Relay Society beta downloads, setup, security, and release metadata.
Freshctx
Pre-action evidence revalidation for AI agents. Detect stale reasoning before agents write, send, update, or delete.
Deepseek Harness Desktop
Lightweight, self-contained DeepSeek Harness desktop app for Windows. Tauri-based, offline-ready, with plugin market, Skills and MCP.
MindForge
Production-grade lifelong memory for AI agents — 4-tier memory, knowledge graph, E2EE, federated P2P, MCP server.
Whatsapp Agent MCP
Local WhatsApp MCP tools for Codex on macOS: scoped reads and confirmed replies. Stable community source release; Claude and other MCP clients experimental.
Exo Mesh
See the whole relationship, not the fragment one inbox remembers. Mail, calendar, iMessage and contacts joined locally into one record per person — for you and every agent you bui…
Video Context MCP
Local-first MCP server that turns video into queryable context with transcripts, keyframes, OCR, and semantic search.
Mdgraph
Local-first, explainable Markdown document graph for AI coding agents — deterministic indexing, SQLite, and MCP.
Feed Mac
A private feed of agent reports on one Mac: every routine an agent finishes lands as a full Markdown report, published over HTTP or MCP with publish-only keys.