Real-time cost awareness for MCP agent workflows.
A standardized testing harness for MCP servers and agent workflows.
Autonomous LLM build orchestrator that plans, edits, and verifies code across languages.
Session memory for coding agents: local-first recall, drift detection, on-device inference.
Tables, results, model probabilities and Monte Carlo projections for 90+ football leagues.
Persistent memory for AI agents — verbatim conversations, searchable by meaning.
Give your AI agents the ability to listen. Microphone capture and speech-to-text.
Fail-closed refund, cancellation, return, and trial checks for 100 US subscription vendors.
Secure Firecracker microVM sandboxes for AI agents: network policy, PII & injection guardrails.
Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
Jira MCP server with scoped API tokens via api.atlassian.com gateway.
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
Ed25519 identity for AI agents. Verify seals, sign documents, gate actions with approvals.
Delega MCP client. Public hosted access retired July 28, 2026; existing owner credentials only.
Google Trends MCP with proxy rotation, auto-retry on Google blocks, residential-proxy setup.
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shopify API 2026-04.
iGPSport cycling data with training metrics (NP/IF/TSS/CTL/ATL/TSB) and workout generation.
Verifiable execution for AI agents: Ed25519-signed work contracts and audit trails.
AI agent security: prompt injection detection, semantic memory, output scanning, prompt hardening.
Structured commerce data for AI agents. 22,000+ DTC brands, real prices, real stock.
Buy any of 24,000+ live x402 services with USDC on Base — the open marketplace for the agent economy.
Score your judgment over AI-assisted work. Hone scores you, not the model.
Query 76 open data APIs — government, science, finance, environment, and more.
25 pay-per-request intelligence APIs for AI agents via x402 micropayments (USDC/Base).
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.