Development MCP Servers

MCP server for Docker Hub image statistics. No API key required.

MCP server for GitHub repository analytics via OSSInsight - repo metadata, trending, collections, search, compare, and rankings. No API key.

Unofficial MCP server exposing the DonDominio / MrDomain reseller API as LLM-callable tools

Free website, DNS, SSL and email-authentication checks from any AI agent. No account required.

MCP server for connecting Zoho Apptics (product analytics) tools to LLMs and AI agents

Manage your Trophy account using chat and integration Trophy into AI agent workflows

agent-swarm is an open-source (MIT) orchestration layer that runs a persistent team of AI coding agents in isolated Docker containers with shared, compounding memory.

Self-hosted MCP gateway that gives AI coding agents read-only access to your databases.

An MCP server for Generate-Data.com — generate synthetic datasets, design schemas from natural language, and manage Projects, straight from your agent.

This server provides a Model Context Protocol (MCP) interface for AI agents to control, debug, and develop on Roku devices through the Roku Dev Studio application.

MCP server for embedded firmware: compile, flash, and read serial on 1000+ boards, plus live JTAG/GDB debugging and signed OTA fleet deployment.

fast, offline, dependency-free static code map generator and codebase indexer for LLM coding agents.

Ask your own coding agent about your product's analytics: 82 tools over one MIT Go binary that does funnels, retention, paths, cohorts, flags, A/B and AI-visibility, with every answer computed from your events rather than generated.

MCP server connecting AI assistants to Taiga - projects, epics, user stories, tasks, issues, sprints, wiki, and more.

MCP tools for crawler-readability and discovery-file diagnostics, including crawler-visible HTML inspection, raw-vs-rendered comparison, and discovery-file checks.

Tells agents what CSS you can actually ship today — Baseline status, per-browser support, stylesheet audits and UX reviews — from live webstatus.dev and MDN browser-compat-data.

An agentic reviewer with authority: 17 deterministic reality gates — mock/placeholder veto, gaming & bypass detection, invented-API checks — fused with a frontier-model enterprise review (ISO/IEC 25010: performance, scalability, reliability)

Manage user feedback, roadmap, changelog and user surveys all from your favorite LLM

Live OS ground truth for agents: running agent sessions, listening TCP ports, loaded daemons and system load, read straight from the OS instead of stale docs or memory.

Give your coding agent the dependency graph it is about to change: scan a source tree, SBOM, Git ref, or container image; explain why a package is present; diff two graphs; check findings against policy.

Read access to your product's living PRD — generated from your code and kept current on every merge — with tools to browse and search domains, capabilities, and acceptance criteria.

MCP server to manage your GitHub starred repositories and lists

Persistent global state database and context compression engine for AI coding agents

MCP server that lets AI agents analyze Claude Code session cost & context attribution — token usage, cached re-reads, and cache writes. Local, read-only.

Run, debug, and triage tests via natural language across HyperExecute, Automation, SmartUI, and Accessibility on the TestMu AI cloud.

Full Render.com control for AI agents: deploys, scaling, databases, logs, disks. All 207 API endpoints, generated from Render's OpenAPI spec.

Wireshark-MCP，Give your AI assistant a packet analyzer. Drop a .pcap file, ask questions in plain English — get answers backed by real tshark data.

Find, wire, and render microcharts — word-sized React charts with generated alt text.

AI Evaluations agent

Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts and stars.