MCP Server Directory

Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin

Local multi-channel message emulator for E2E testing, with MCP tools for LLM agents.

The Aggregate — LLM benchmark aggregate ai.theaggregate/the-aggregate

Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.

Time Machine ai.timeml/time-machine

AI-powered corporate learning platform — manage courses, users, and insights via Claude.

NinjaChat MCP ai.ninjachat/mcp

Create images & video from any MCP agent — 17 models, spend limits, one URL.

Verified Tools — AI Visibility Monitoring info.verifiedtools/ai-visibility-monitoring

AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Gemini.

MCP Schema Audit io.github.tylerscomic-lab/mcp-schema-audit-mcp

Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.

GroundTruth — subsurface scan QA & trade estimating ai.gtfi/groundtruth

Two independent AI models read a GPR, locate or pipe scan and flag the do-not-core call.

good_wook com.mino-yakking/good-wook

Ask Claude about Phish shows: setlists, song gaps, jams, venues. Live from Phish.net.

Official MCP server for Kaneo: manage tasks, projects, and labels from Claude and other MCP clients

Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.

Easy MCP AI — Connector for Claude, ChatGPT & SEO Data com.easymcpai/easy-mcp-ai-wordpress

Connect any AI to WordPress — content, media, SEO, WooCommerce, GA4, Search Console. 242 tools.

MCP for rules/skills/knowledge evaluation for Cursor, Claude, VS Code, and Antigravity.

Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback

Free sports model win probabilities and fair odds for nine sports. No API key required.

One private, local memory your AI tools share. Cross-model, on-device, never lose a session.

Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.

Multi-tool AI orchestration: Claude Code, Codex, Gemini on shared repos. 11 MCP tools, stdio.

Lodekeep com.lodekeep/memory

Memory MCP server for Claude Code. Correct a fact and the old version stops being recalled.

Standing review layer for coding agents: Claude, GPT and Gemini debate, return consensus + dissent.

Opus Growth, Ad Platforms MCP Connector io.github.opusgrowth/ads-mcp

Run Google, Meta, Microsoft, TikTok and LinkedIn Ads from Claude or ChatGPT. Writes need approval.

Approved acceptance criteria served over MCP to Claude Code, Cursor, or Codex. Git-only, sealed.

Model Context Protocol server for Parseable. Lets LLMs discover and query Parseable.