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Will this LLM fit your GPU or Mac? npx fitllm — accurate memory math for MLA/sliding-window/hybrid/MoE architectures that naive VRAM calculators get wrong by up to 18x. Single file, zero deps, conform

Hosted by author·MIT·★ 8·No key

Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agent session within a to

Go·Apache-2.0·★ 9·No key

Local-first MCP server for Apple Ads Platform API v1 with typed, receipt-gated campaign operations.

Docker·MIT·★ 6·No key

AI-powered administration for Msty Studio Desktop. 24 MCP tools for database insights, config sync, local model orchestration, and Claude handoff workflows.

Python·MIT·★ 14·No key

JARVIS is an intelligent layer that gives agents access to their code, knowledge, context, memory, tools, and runtime — starting locally on your machine, with the ability to extend into the cloud.

Python·MIT·★ 4·Few stars·No key

Connect every email account to your AI agent over IMAP/SMTP, locally. A local MCP server for Gmail, iCloud, Fastmail, or any IMAP host.

Node.js·MIT·★ 4·Few stars·No key

Glass Box Framework — runtime constitutional verification for AI answers. Trust Cards with claim-level reasoning chains, formal ECS scoring, the 7-angle Glassbox Court red team, and deterministic audi

Node.js·Apache-2.0·★ 11·Needs a key

MCP server for Tailscale, backed by the tailscale CLI and control-plane REST API

Skill·Apache-2.0·★ 14·No key

Experimental local-first memory CLI for MCP agents: read-only Gmail, calendars, iMessage, and files → cited local context

Go·Apache-2.0·★ 9·No key

Dotfiles for your AI agents: one ~/.agents repo for skills, MCP servers, hooks, agent roles and memory, synced natively into 15 coding agents (Claude Code, Codex, Gemini CLI, Cursor, Pi, OpenCode and

Go·MIT·★ 4·Few stars·No key

This project implements an MCP server to interact with ionos cloud resources.

Docker·Apache-2.0·★ 9·Needs a key

Free, fast, cross-platform archiver — extracts ZIP/RAR/7z/tar, creates ZIP/7z/tar. Desktop app + CLI + MCP.

Skill·MIT·★ 19·No key

Official AI agent skill for reading and organizing Starcat data through the Starcat CLI and MCP bridge.

Skill·MIT·★ 3·Few stars·No key

Local knowledge base for 90+ document formats. CLI search + MCP server. No cloud, no API keys.

Skill·MIT·★ 18·No key

Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations

Python·Apache-2.0·★ 9·No key

Stop your AI agent from rebuilding what already exists. An opinionated MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.

Node.js·MIT·★ 6·No key

PS4/PS5 Windows workbench: memory scanning, MCP, Ghidra RAM exports, FTP, PKG installs, console controls and saves. Tested PS4 10.01 / PS5 13.60.

Skill·GPL-3.0·★ 18·No key

Persistent Project Context for Rust MCP clients — IANA-registered .faf format · Rust-native MCP server

Node.js·MIT·★ 4·Few stars·No key

Detect configuration drift across environments before it causes incidents

Node.js·MIT·★ 4·Few stars·No key

A Model Context Protocol (MCP) server for interacting with Azure DevOps Boards and Work Items, written in Rust.

Skill·MIT·★ 6·No key

Rust-native, multi-session headless IDA Pro MCP server with isolated workers and stdio or Streamable HTTP transports.

Skill·Apache-2.0·★ 16·No key

Code quality platform for Bazel monorepos — static analyzers as aspects, SARIF, quality gates

Go·Apache-2.0·★ 11·No key