2,936 servers in Developer Tools
Free Sparkplug B topic linting, UNS naming checks and AI-readiness screening. No API key.
MCP server for the Xahau network — offline Hook WASM VM + static analyzer, read-only ledger tools.
Always-warm iOS Simulator and Android emulator frames: agents read the screen in ~20ms
Validate AI-built front-ends against Figma by tokens and geometry, not pixels.
Review comments pinned to a running frontend, read and resolved by your coding agent.
Parse code into Tree-sitter ASTs to see node kinds, field names, and positions
Scans live pages with the AudioEye rules engine and maps accessibility issues to JSX source.
Exposes TurboSteed web-hosting, site generation, and library features to AI coding agents.
MCP server for Ultralytics Platform projects, datasets, training, prediction, exports, and models.
Read-only npm package and project dependency preflight tools for AI applications.
Self-hosted MCP for controlled AI development and staging without a general-purpose remote shell.
Compare text LLMs across OpenRouter, Bedrock, Vertex AI and Foundry with automated grading.
Write, check, run and compile A0 programs through revision-checked structured edits.
Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client.
Twelve tools to inspect CRAP scores, find work, and check edited functions against their ceiling.
Git-backed team knowledge compiled into token-budgeted context bundles for coding agents
Checks a Markdown folder's OKF frontmatter tier, locally. No-egress is a vendor claim: see README.
Commit-time policy checks for AI agent writes (ALLOW/DENY/STEP_UP) with a tamper-evident audit log.
Step-through debugging for AI agents: breakpoints, stepping and live variables in nine languages
Local-first governed MCP memory backend for coding agents.
Live runtime data from a running Flutter app: exceptions, logs, network, frames, diagnosis.
Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.
Angular UI expert for NeuralNg discovery, composition, validation, icons and project-aware themes.
Which Python library APIs changed after your model's training cutoff (static diff, no model calls)
Grade an AI agent's transcripts on 18 reliability tests. Thin evidence is NOT TESTED, not guessed.
Your project's design system for coding agents: tokens, components, contrast checks, guidelines.
Every Jira Service Management Cloud request-API (servicedeskapi) and Assets endpoint in one binary
Compound Labs: eight keyless lookups. Model pricing, dep health, stack cost, registries.
x402 Endpoint Scanner — a free local health probe for x402 paid endpoints as an MCP server.
Deterministic fault-injection server for testing how MCP clients handle failures and recover.