Best Structure AI Skills & MCP Servers

MCP server for HTTP — structured request/response data with headers and status for AI agents

MCP server for Kubernetes — structured kubectl and Helm output for AI agents

Persistent intelligence infrastructure for agentic development

MCP server for code search — structured ripgrep, fd, jq, and yq results for AI agents

MCP server for Make/Just — structured task listing and execution output for AI agents

Structured fact memory MCP server — SQLite + FTS5, trust scoring, entity graph, bilingual retrieval for Claude Code & Codex

MCP server for Ruby — structured gem, bundler, and script output for AI agents

Local-first memory infrastructure for AI coding agents. One brain shared across Claude Code, Codex CLI, Cursor, Kiro, Continue, Cline, Windsurf, or any MCP client. Organized in pluggable pods, stored in your own Postgres. No cloud, no telemetry. Auto-capt

MCP Server for Claude Code Session Insight — structured data extraction, git log collection, and LLM synthesis guidance

Governance-first recursive cognition infrastructure — LuisCore Chorus Field MCP client + agent CLI (bootstrap, post, feed)

MCP server for Deno — structured run, test, lint, and fmt output for AI agents

MCP server for Swift — structured build, test, and package manager data for AI agents

MCP server for command execution — structured process output with timeout and signal support for AI agents

MCP server for databases — structured PostgreSQL, MySQL, Redis, and MongoDB output for AI agents

MCP server for web scraping, structured data extraction, and screenshots — give Claude, Cursor, Windsurf, and AI agents the ability to scrape any website with automatic anti-bot bypass

MCP server for Bazel — structured build and test output for AI agents

MCP server for Lithium. Give AI agents tools to navigate, store, and retrieve structured data.

MCP server that lets AI assistants read Overleaf projects, parse LaTeX document structure, and push section-level edits back via Git.

AINative Browser Agent MCP Server — 6 AI-powered browser automation tools for web interaction, structured data extraction, page validation, multi-step tasks, and memory enrichment. Auto-detects ZeroLocal vs Cloud.

AI-powered idea & task manager for developers. Brainstorm → structured tasks → AI agent execution. CodeMirror editor with slash commands, MCP Server, Claude/Gemini/Codex support. Local-first SQLite, cross-PC Git sync.

MCP server for .NET — structured build, test, and package data for AI agents

Time Estimation MCP Server — 24 structured tools for PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, schedule risk, and model comparison. Self-improving engine with estimation feedback loop. MCP + CLI + REST API.

MCP server for JVM — structured Gradle and Maven build, test, and dependency data for AI agents

MCP server for remote operations — structured SSH and rsync output for AI agents