MCP Server Directory

Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.

VASTlint io.github.aleksUIX/vastlint

Validate VAST, VMAP, and DAAST ad tags against IAB specs. 232 rules, pure Rust core.

Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.

arjunkmrm-sg-bus-test ai.smithery/arjunkmrm-sg-bus-test

Get real-time bus arrival times for any Singapore bus stop by code, with optional service filterin…

Code Synapse — Fit Repo Finder com.leewaystudio/code-synapse

Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.

xmp4 — Semantic code knowledge for your stack ai.example4/xmp4

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

arjunkmrm-test0 ai.smithery/arjunkmrm-test0

Get the current time in any timezone and quickly look up common timezone info. Set a default timez…

mcp-server com.apple-rag/mcp-server

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

mrugankpednekar-mcp-optimizer ai.smithery/mrugankpednekar-mcp-optimizer

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

Local-first semantic code search across all your repos. Private context for AI coding assistants.

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

Mushi Mushi io.github.kensaurus/mushi-mushi

Bug translation for vibe coders: plain-English diagnosis + paste-ready fix in your AI coding agent

MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.

STUzhy-py_execute_mcp ai.smithery/STUzhy-py_execute_mcp

Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s…

Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.

GoHighLevel MCP for Claude: 242 tools, 51 modules, incl. the only programmatic GHL workflow builder

Build, deploy, and run web scraping and automation actors in the cloud

Clipform io.github.Clipform/mcp-server

Interactive video forms that capture authentic responses. Build engaging forms in minutes.

verified-codes codes.find/verified-codes

Verified discount & referral codes for crypto exchanges, cards and more — tested first-hand.

AI code review for your AI assistant — review local changes, branch diffs, and patch files.

Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.

nickthelegend-test-mcp ai.smithery/nickthelegend-test-mcp

Create friendly, personalized greetings in seconds. Toggle Pirate Mode to speak like a pirate for…

plainyogurt21-clintrials-mcp ai.smithery/plainyogurt21-clintrials-mcp

Provide structured access to ClinicalTrials.gov data for searching, retrieving, and analyzing clin…

renCosta2025-context7fork ai.smithery/renCosta2025-context7fork

Get up-to-date, version-specific documentation and code examples from official sources directly in…