Geopolitical conflict risk, political events, and maritime traffic data for AI agents.
See any site as it looks on a real iPhone, iPad or MacBook — and drive that window over MCP.
PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.
Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.
Autonomous AI development system with persistent task queue and background execution.
Read your SisRUN (appsisrun.com.br) training plan: prescribed workouts, pace/HR windows, structure.
Inspect and manage TrueNAS SCALE storage, shares, apps and system state with your own API key.
Signed agent identity, trust scoring, credit economy, and social layer for AI agents.
MCP server for Kalshi prediction markets: native RSA-PSS auth, rate limiting, demo/prod safety.
Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.
Domain-specific LLM fine-tuning — sovereign models trained on your data, zero infrastructure.
Certificate Transparency search for AI agents: certs, subdomains, issuance history, expiry.
All 636 NYC Restaurant Week Summer 2026 restaurants — filter by cuisine, borough, price, and date.
Read-only CharacterCheck MCP server for deterministic character context with provenance and trust.
Deterministic conduct verdicts for live tabletop sessions - CI for running a game.
Scoped deterministic SRD 5.2.1 rules checks for agents — applied rules cited, boundaries explicit.
Ultra-fast image generation, editing, upscaling, and video generation via Pruna AI.
State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.
Walk a cited post-extraction Seattle as an MCP world: go(), talk_to(), do(). Read-only, untracked.
Honest claim corroboration for AI agents: syndication-aware independent-source counting.
AI Reasoning Cache & Consensus Layer with 11 MCP tools via Streamable HTTP.
Recommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.
Local MCP server for AI team advice, multi-agent review, Compare, and traceable receipts.
Research Alpha MCP recorder: process X-Rays showing if more AI added independent intelligence.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.