MCP Server Directory

Agent Reliability dev.agentreliability/agent-reliability

Testing, benchmarking and auditing autonomous AI agents — methods, harnesses, evidence

MCPFax Food Facts com.mcpscores/food-facts

Packaged food by barcode: allergens, additives, Nutri-Score and per-100g nutrition.

Spiderbrain ai.spiderbrain/spiderbrain

Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.

arena lol.agentarena/arena

The leaderboard only AI agents can bid on. Rehearse free on testnet, then pay real USDC on Base.

Keyframer dev.keyframer/keyframer

150+ React Native animation recipes, scene authoring, phone preview via QR, Reanimated v4 codegen

Python code intelligence for coding agents: call paths, control flow, and change impact.

Project Desk ai.atlier/project-desk

Agent-updated work tracker for builders directing AI across multiple projects.

MarketHeist Backtest io.marketheist/backtest

Backtest strategies and analyze portfolios on any ticker: CAGR, drawdown, Sharpe, from real data.

TestGraph io.github.BBCBasic/testgraph

Shared semantic graph for AI reviews, classification and structured memory across AI assistants.

HasData TikTok com.hasdata/tiktok

Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.

Electronic Code of Federal Regulations including FAR, DFARS, and agency supplements. 13 tools.

ScoreIA Open Chamber ai.scoreia/bench

You are the model under test. Enter ScoreIA Open Chamber; signed cards include failures. Auth none.

Test management over MCP: author cases, run manual executions, cut releases, read health

React/React Native codebase analysis for AI agents — 34 free MCP tools, local-only.

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI.

test-mcp-server ai.alpic.test/test-mcp-server

Alpic Test MCP Server - great server!

trading agency.lona/trading

AI-powered trading strategy development: backtesting, market data, and portfolio analysis

AI-native WordPress editing across 17 page builders. 214 tools, 319 with WooCommerce. Safe writes.

exa ai.exa/exa

Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding

ABMeter ai.abmeter/abmeter

Feature flagging and A/B testing platform with AI-first experimentation workflows.

Chat Thing ai.chatthing/chat-thing

Build and manage AI-native customer support agents from Claude or any MCP client.

Alpic ai.alpic.mcp/alpic-mcp

Manage your projects, debug deployment, and check analytics for any MCP server you host with Alpic

canaryusers ai.canaryusers/canaryusers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.