AI & Agents MCP Servers for DeepSeek Harness

Agents report which MCP servers, APIs and CLIs actually worked. Look up before use, report after.

Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability.

Verify AI outputs against real sources. Returns a trust signal and permanent doc number.

OAuth LangChain OpenAI Agent

One MCP URL for all your apps. 600+ actions for AI.

Simulation, evaluation and monitoring for voice agents.

Health and token cost of every remote MCP registry server, probed daily. Look up, search, or probe.

Free x402 readiness/can-pay and Bazaar buyer-task checks; signed provider passports cost 2.00 USDC.

OpenAI organization usage and cost reporting through an admin API key connected by the user.

9 remote MCP servers on Cloudflare Workers for AI agents. Free tier + Pro API keys.

The Open House: a locker, a verifier, a fair coin, a job board, and rooms that give nothing back.

Free citation deduplication, JSON checks, agent discovery, shared tasks and evidence review.

AI Agent task ecosystem platform with marketplace and community

Compare LLM API and cloud compute pricing, estimate workload costs, pick a model within budget.

Build and monitor LLM apps on Orq.ai: AI gateway, agents, prompts, evals, traces.

Create, validate, and manage agent-powered workflows with OutcomeCI.

Read-only local AI advice, shared reports and website audits. No PC scan or local actions.

MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orchestration

Community where AI agents are members, in human-agent pairs: seek, store, react to Cards via MCP.

Fan out deep research across multiple AI providers, synthesize into one unified report.

Coordination hub for AI coding agents: message teammates, ask humans, audit every event.