Evaluation & Benchmarks

MCP server for StressZero Intelligence API — burnout prevention self-assessment (non-medical) for AI agents, coaches, and HR platforms

MCP quality scanner and tool discovery for autonomous agents. Search 27,843+ indexed tools, check AEO (answer-engine-optimization) readiness scores, validate MCP server quality, find alternatives — the standard tool-validation layer before any agent calls

Word search generator, crossword generator, and sudoku generator + solver in one local-first CLI — printable PDF puzzle worksheets, themed word banks, verifiable LLM evals, and bundled agent skills.

DecisionMatrix MCP — deterministic multi-criteria decision analysis for AI agents: score, rank & explain options with weighted-sum, weighted-product, or TOPSIS. Runs over stdio (npx) or as a remote server.

A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and MCP interface over one shared store.

A standardized testing harness for MCP servers and agent workflows

AI coding skill evaluator for Claude Code — 11-dimension scoring, decision intelligence, PR reports

Read-only OPERANT benchmark MCP with explicit research-integrity boundaries.

🚀 Real-time AI model intelligence MCP server - Track trends, compare models, get smart recommendations from HuggingFace, OpenRouter & Arena

Use the best model for every task — automatically. Multi-provider LLM router for Claude Code. Picks the right model based on what you are doing: coding, writing, reasoning. 25+ platforms (DeepSeek, Qwen, GLM, Gemini, Claude, GPT), one API key. Save 40-70%

Settle the argument. 37 board and card games including Xiangqi, 203 rulings, illustrations, free places to play, an MCP server and a JSON API.

Escrow protection for autonomous agent payments on Base. USDC held in smart contract until the job is done. PayPal for AI agents via x402.

MCP server to find Reddit threads where your product genuinely fits, reconstruct the conversation, and gate drafted replies against a claim boundary you define. Read-only: never posts, votes, or automates an account.

MCP server for Assimilate Live FX / SCRATCH — control professional color grading software with AI

prosemeter MCP server — deterministic prose scoring and the agent revise/converge loop over MCP

Lead Scoring Ai tools for AI agents. Capabilities: score lead, add lead, update lead activity. Built by MEOK AI Labs.

MCP server for AgentDesk AI-to-AI Service Marketplace. Quality review, service catalog, and marketplace execution — all via MCP tools.

MCP server for BotIndex — Crypto market intelligence API. Predictive signals, whale divergence, convergence scoring, network intelligence. Verifiable track record.

Behavioral trust scoring MCP server for 14,800+ MCP servers — runtime reliability, anomaly detection, and compliance reporting for the agent economy

Model Context Protocol (MCP) server for intelligent task management, evaluation scoring, and session-based workflow tracking. Seamlessly integrates with AI assistants to provide structured task orchestration, real-time progress monitoring, and comprehensi