Best Rap AI Skills & MCP Servers

HTTP-first MCP research server: start-research plus raw/smart search and scrape tools — built on mcp-use.

The most feature-complete MCP server for Obsidian vaults — search, read, write, tag, link analysis, graph traversal, canvas support, and more.

MeMesh — Local memory for Claude Code and MCP coding agents. One SQLite file, zero cloud required.

MCP server for iOS leak hunting and performance investigation. 42 tools across .memgraph, .trace, and .mxdiagnostic files. v1.18 adds analyzeMetricKitPayload (42nd tool, post-mortem production-diagnostics from MetricKit JSON payloads — crash clusters, han

Knowledge graph builder — construct a graph of code entities (files, functions, types) and their relationships.

Structural intelligence layer for AI coding tools. Indexes your codebase into SQLite — routes, models, import graph, blast radius, domains — and exposes 16 MCP tools for Kiro, Cursor, and Claude.

MCP Server for Shopify API, enabling interaction with store data through GraphQL API

Unified AI coding agent with MCP integration for Claude, VS Code, and Kiro IDE. Features persistent knowledge graph via OverdriveDB, token compression (60-80%), multi-model switching, and shared/independent project modes.

Diagram generation — produce Mermaid, DOT/Graphviz, and ASCII diagrams from data.

Portable project memory context CLI — bootstraps semantic enrichment workflows for any AI coding agent.

Knowledge graph query — find nodes, traverse neighbors, find paths, filter by type.

Dependency graph + 23 MCP tools for AI coding assistants. Impact analysis, health scoring, security scanner, agent coordination.

Local-first persistent codebase memory for MCP-enabled coding agents.

MCP server for atrib. Lets agents mark a past record's importance and meaning. Adds an ANNOTATES graph edge so recall surfaces weighted annotations ahead of flat scans.

Model Context Protocol server for static analysis of Go codebases with shadow SQLite indexing, background sync, call graphs, import graphs, interface topology, struct lifecycle, endpoints, maintainability metrics, and repo-aware config.

CLI for Paparats MCP - semantic code search with AST chunking, symbol graph, and vector search for AI coding assistants

Local, repo-scoped context platform for coding assistants. Semantic search, graph relationships, and architectural rule context.

Local-first MCP server for Claude/Codex project wiki and graph workflows

Project-local RAG memory MCP server — knowledge graph + multilingual vector + FTS5 in a single SQLite file. Per-project isolation, 30 MCP tools, codepoint-safe chunking (Korean/CJK/emoji).

Standalone MCP server for Copass — drop-in discover/search/get_origin + Context Window tools for any MCP client (Claude Agent SDK, Claude Code, Claude Desktop, Cursor)

MCP server for Microsoft Graph Teams integration

Knowledge graph export — generate HTML, Mermaid, GraphML, Cypher, Obsidian, and wiki formats.

Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked

MCP server for the FourA web scraping API — three tools for HTTP requests, rotating proxies, and full browser sessions, usable from any MCP client.