ai-coding MCP servers & tools

22 Model Context Protocol servers tagged “ai-coding”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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TypeUI
Design systems, UI prompts, and layout variations for AI coding tools.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 2k
Shield
AperionAI
Local guardrail proxy for AI coding agents. Wraps any MCP server (stdio or Streamable HTTP) and blocks destructive tool calls — DROP TABLE, rm -rf, force-push — before they execute. MCP supply-chain protection: TOFU tool-catalog pinning against rug pulls, plus tool-description and tool-result scanning for tool poisoning and prompt injection. 51 starter rules, approval gates, audit logging. Single binary, Apache-2.0.
Security
Upvotes: 0Installs: 0GitHub stars: 11
Skill of Skills
Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP servers.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 64
Context Engine
Compress logs, retrieval chunks, and code context into structured LLM-ready signal.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 351
Preflight
New Relic MCP server for observing AI coding assistants (Claude Code, Cursor, Copilot, etc.)
Monitoring
Upvotes: 0Installs: 0GitHub stars: 52
S
Specpack
Audit and write CLAUDE.md / AGENTS.md / Cursor rules; generate full build specs for new projects.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Teamspend
Compares AI coding tool spend before and after a migration via MCP tools.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Guard
Local-first architecture guardrails and project context for JS/TS AI coding agents.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
SpecPilot
Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 38
Vibenetwork
Decentralized social network for AI coders. P2P, ed25519 identity.
Social Media
Upvotes: 0Installs: 0GitHub stars: —
P
Pharaoh
Codebase knowledge graph — architectural awareness for AI coding agents via MCP
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Paper Lantern
Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Forge Engine
Design source-of-truth for AI coding agents to read a project's systems and propose changes back.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
PAPI: Persistent Adaptive Planning Intelligence
Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 10
D
Ddflow
Work-queue kernel for AI coding agents: dependencies, worktree isolation, quality gates, recovery
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Lintbase MCP
lintbase
Ground-truth Firestore schema context for AI coding agents. Stops Cursor, Claude, and Windsurf from hallucinating field names and queries. Scans live collections, returns real field names, types, and presence rates.
Databases
Upvotes: 0Installs: 0GitHub stars: 2
Verificate MCP
AI-coding validation gates: reality checks with veto plus ISO/IEC 25010 review, before code ships.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
G
Graneth MCP
Pre-flight check for AI coding agents: hallucinated packages + hardcoded secrets. Free, no account.
Security
Upvotes: 0Installs: 0GitHub stars: —
Aifp
Database-driven FP enforcement and project management for AI-maintained codebases
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Skarn
Scans AI coding sessions and assistant configs for leaked secrets and risky hooks; local, redacted
Security
Upvotes: 0Installs: 0GitHub stars: —
CloudeIDE
Deploy from your terminal, and give an AI coding agent the same abilities over MCP.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Pabs
The decision layer between an idea and a digital product that works.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —