Best Edge AI Skills & MCP Servers

Persistent memory for AI coding agents. Knowledge graph with 4-tier taxonomy, confidence scoring, and MCP protocol support for Claude Code, Cursor, Gemini CLI, Windsurf, Cline, Codex, and OpenCode.

Local-first code intelligence CLI for unerr

FreeRide — Project knowledge for AI agent workflows. MCP server that gives AI coding agents persistent memory across sessions.

DEPRECATED — install the Claude Code plugin at gramatr/claude-plugin instead. This npm package no longer ships a CLI; Codex and Gemini integrations are paused pending HTTPS+OAuth MCP support.

MCP server providing persistent cross-session memory for AI agents — store, recall, search, and summarize memories across agent boundaries

A Model Context Protocol (MCP) server for Ragie

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP in

Knowledge infrastructure SDK for AI agents - universal references, multi-tier caching, storage abstraction, and sync

Knowledge base — loads knowledge, fts, graphbuild, graphquery for document indexing and graph-powered search.

Local memory layer for AI agents — coding assistants over MCP, game NPCs over REST

MCP server for Agent Zone — infrastructure knowledge for AI agents

MCP server for Obsidian vaults — read, write, search, and surgically edit notes, tags, and frontmatter via the Local REST API plugin. STDIO or Streamable HTTP.

A local context graph for AI coding agents.

GeneXus 18 MCP server — read, edit, and analyze GeneXus knowledge base objects (transactions, web panels, procedures, SDTs) directly from Claude, Cursor, and other AI agents over the Model Context Protocol.

The control plane for your team's AI tools — share MCP servers, knowledge bases, and usage analytics across your engineering team

MCP proxy for Pharaoh — maps codebases into queryable knowledge graphs for AI agents. Enables Claude Code in headless environments (VPS, SSH, CI) via device flow auth.

MCP browser server — loads and interacts with web pages using the user's Chromium-based browser with full JavaScript execution. Handles authentication, SSO, and anti-bot protection automatically via the user's existing browser session.

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

Information-geometric agent memory with mathematical guarantees. 4-channel retrieval, Fisher-Rao similarity, zero-LLM mode, EU AI Act compliant. Works with Claude, Cursor, Windsurf, and 17+ AI tools.

AI Memory & Knowledge Management MCP Server — 32 tools, BM25 R@5=95%, hybrid search (RRF), knowledge graph, analytics, cloud sync, Obsidian compatible. Works with Claude Code, Cursor, Gemini CLI, Windsurf, hermes-agent.

An LLM Wiki for Claude Code, in your Obsidian vault.

MCP tools that search, write, and auto-link your Obsidian vault — and learn from your edits.

MCP server for Yuque (语雀) — expose Yuque knowledge base to AI assistants via Model Context Protocol

Local task-state ledger for AI coding agents.