Goose-first MCP server for Workbench-owned acceptance evidence, validation gates, and analytics.
Persistent Docker/SSH sandbox for AI agents: shell exec, file ops, audit log.
Connect your AI assistant to YNAB. Read-only by default, with reversible opt-in writes.
Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.
Made-to-order data for AI agents: company intel, B2B contacts, scraping. Pay per call via x402.
Hire real humans for tasks agents can't do alone. 36 tools for the full hiring lifecycle.
9 humanity skills for AI agents — crisis detection, WCAG 2.2, empathy, cultural sensitivity.
Document-level AI humanizer for .docx/.pptx: whole file, selected passages, or flagged text.
AI text detection and humanization for Claude Code, Cursor, and Windsurf.
Let AI agents watch videos: local transcripts, speakers, scenes, chapters and moment search.
Live AI-visibility measurements across 7 answer engines, queryable by the business owner's own AI.
Korean business record validation and workflow safety gates for AI agents.
Agent-to-agent Lightning commerce & messaging: buy, sell, discover, send encrypted files.
x402-paid agent tools: 18 over HTTP, 14 over stdio. USDC per call, no API key.
Read-only Deputy coverage, workload, timesheet, availability, and staffing signals.
A Model Context Protocol server for use with Tauri v2 applications.
29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricket. No API key.
Autonomous MCP agent for grad school applications: prof discovery, cold emails, SOP, tracking.
Local-first Android development MCP: Gradle, adb, logcat, lint, crash triage, Perfetto, visuals.
Local-first Android development MCP: Gradle, adb, logcat, lint, crash triage, Perfetto, visuals.
Hypothesis-driven problem solving for AI agents: probe, falsify, escalate.
Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, map verification links.
Semantic search over WSO2 docs (APIM, MI, Choreo, Ballerina) via RAG and pgvector.
Send USPS letters, postcards & certified mail from any agent. No signup; pay-per-piece via Stripe.
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.