Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.
Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
Read-only-by-default MCP server: let LLMs explore the Fediverse — Mastodon, Misskey, Pleroma.
Pre-payout IBAN screening for AI agents: validation, sanctions, Swiss clearing, risk scoring.
Manage Featureflip feature flags, targeting and rollouts from AI agents and editors.
MCP server mode for Qoder CLI — delegate coding tasks to local Qoder agents from any MCP client.
AI food ordering across Canada — 17,000+ restaurants, 89 cities, real UberEats + DoorDash.
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
Discover what websites across the agentic web can do — query the capabilities.txt registry.
Learn and adopt the Capability Host Protocol — the agentic web's open evidence layer.
Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets.
Berlin pedestrian isochrones: streets reachable on foot in N minutes (walk/stroller/wheelchair).
Caller-owned Discord operations for AI agents with 209 typed tools and verifiable guild builds.
Access Oi Contexts, Workflows, Skills, Guardrails, Connections, and reporting tools.
Corporate disclosures from 26 official sources across 21 jurisdiction routes via ten tools.
Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage.
Make any website discoverable by AI agents via MCP, llms.txt, and structured data.
Vehicle specs, federal recalls, and OBD-II DTC reference for AI agents via MCP.
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, background removal.
Word search, crossword, and sudoku generators, printable PDF worksheets, and verifiable LLM evals.
EN 16931-compliant e-invoices: XRechnung, ZUGFeRD, Factur-X, Peppol BIS, Facturae or US PDF. Free.
FHIR chart tools for MCP: read-only by default, with elicitation-gated, human-approved writes.
Open MCP server for US electricity tariffs: real rate lookup, bill estimates, and when to charge.
MCP server giving Claude AI access to 22+ NYC public-record databases for real estate due diligence.
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.