Best Backend AI Skills & MCP Servers

Log10x MCP Server — per-pattern log cost attribution, root-cause investigation, pasted-batch triage, archive query/backfill, and cross-pillar correlation against customer metric backends (Grafana Cloud, Mimir, Thanos, AMP) with structural validation that

TTT (The Tortoise Trainer) — provider-driven local MCP orchestrator with optional bundled web UI for Adobe automation, Docker, and more backends (scaffolded integrations: Figma, OpenClaw, Hermes)

Magnus — the orchestration layer above your IDE. Launches the full Magnus application (backend + UI) with one command.

Blink MCP Server — serverless cloud infrastructure for agentic coding. Gives your AI coding agent full access to managed SQL databases, authentication, file storage, serverless backends, task queues, custom domains, and production hosting.

Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.

Runtime feedback MCP server for AI coding agents. ViewGraph sees the UI - TracePulse feels the backend.

Structured context store for AI agents - MCP server with SQLite backend

MCP server that gives Claude Code the ability to watch and understand videos — extracts frames via ffmpeg and processes audio via multiple backends

Structured context store for AI agents - MCP server with SQLite backend

Multi-model AI code review server using OpenRouter - get diverse perspectives from multiple LLMs in parallel

Universal MCP server that gives AI assistants the ability to watch and understand videos — extracts frames via ffmpeg and processes audio via multiple backends

Adapter workspace for making Ruflo work cleanly as a DeepSeek-TUI MCP backend.

Stdio MCP server that wraps the ImageTalk backend REST API for use with Claude Desktop and other MCP clients.

Transform LLMs into intelligent interviewers. MCP server for conducting dynamic, conversational surveys with structured data collection. Features skip logic, session resume, multi-tenancy, and pluggable storage backends.

Categorized, deterministically-ranked SKILL.md catalog AND MCP server for Claude Code (and any agent that speaks MCP). 1128 curated skills across 17 categories — frontend, backend, video editing, AI video generation, UI design, motion graphics, 3D, devops

MCP (Model Context Protocol) server for Insforge backend-as-a-service

MCP server: @backstage-community/plugin-mcp-chat-backend

MuHaven MCP server — read/position/policy toolsets bridging Claude Desktop / Cursor / Claude Code to the MuHaven backend, with a sibling muhaven-broker daemon holding the session-key private half over a local IPC socket

Node SDK for Tesseron. Same API as @tesseron/web but for backend services.

Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend

Zephex MCP — codebase intelligence tools for AI coding agents. stdio server that runs locally, reads your project files, and proxies AI calls to the Zephex backend.

TypeScript SDK for Gala Launchpad Backend API - 217 public methods supporting optional wallet (read-only and full-access modes). Production-ready DeFi token launchpad integration with AgentConfig setup, GalaChain trading, GSwap DEX integration, price hist

Skilder Runtime - NodeJS processes for edge execution connected to backend orchestrator via NATS

A lightweight MCP (Model Context Protocol) client library for JavaScript and cross-runtime environments, supporting MCP Apps in host applications and multiple storage backends (Memory, File, Redis, Supabase, Neon).