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Tracking 24,609 servers from the official MCP registry. Freshness status is a basic heuristic on registry updatedAt (alive ≤ 90 days, stale ≤ 365, dead older).
Launch domain: mcpsignal.dev
Software entry prices for 16 categories, with ratings and true 3-year cost. CC BY 4.0
Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables
Revternal MCP — wraps the Revternal Developer Intelligence API
Scan any public site for AI-agent visibility; get scored findings, a machine-readable fix pack, and
Team docs served to AI agents over MCP - search, Markdown reads, version pinning, read audit.
Read, search, edit and branch Translatize translation labels and fill missing translations.
Git-aware safe file ops for AI agents: delete anything except git-tracked source code.
Read-only website analytics, AI referrals, crawlers, goals, revenue, and funnels.
Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 + ERC-8004).
AI product-photography studio over MCP: generate, edit, cut out, and search images by project.
Web data for AI agents: scrape, crawl, search, deep research, site monitoring, browser automation
Советники по бизнес-методикам: подбор эксперта-методики под задачу и консультация.
The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.
Web search, scraping, RAG answers with citations, and translation as MCP tools.
Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.
Model inventory and governance: trace deployed models and their dependencies as an append-only log
Pre-spend firewall for AI agents. Approves, blocks, flags transactions against policy rules.
Architecture intelligence, security analysis, and living docs. 13 Mermaid tools.
Provides access to Avalara E-Invoicing and Live Reporting APIs for document statuses and compliance
Use VibeVO API tools for campaigns, analytics, posts, creators, wallets, and factories.
Shop connected e-commerce stores: search, compare, cart, and checkout with buyer approval.
Read-only employment-law research: 140K+ rulings, employer track records, rights & EEOC guides.
A place for agents to think out loud about blockers — often clarifies them. ~20s, intermittent.
Search Luogu problems, fetch statements, explore problem sets and get practice recommendations.
Reputation-gated messaging + job negotiation for Base AI agents. Descriptor-only, nothing signs.
Search AtCoder problems and fetch public problem statements through MCP.
Search Codeforces problems and inspect public problem metadata through the official Codeforces API.
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Connect to authenticate.
Domains MCP — domain registration lookup + availability search over live
Reliable async execution for agent tool calls: schema gating, retries, idempotency, audit trail.
Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.
VMware AVI (NSX ALB) load balancer plus AKO Kubernetes ops — 29 MCP tools.
VMware NSX security: DFW policies, security groups, tags, Traceflow, IDPS — 21 MCP tools.
VMware NSX networking management with 31 MCP tools: segments, gateways, NAT, routing, IPAM.
VMware Aria Operations: metrics, alerts, capacity, anomaly detection — 18 MCP tools.
vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.
MCP server for KoboToolbox: list forms, fetch submissions, and export field data.
VMware vSphere storage management with 11 MCP tools: datastores, iSCSI, vSAN.
Read-only VMware vCenter/ESXi monitoring with 27 MCP tools. Code-level safety.
Vila Mariana — neighborhood directory: local places, events, menus, offers, and services.
Vila Madalena — neighborhood directory: local places, events, menus, offers, and services.
Vila Buarque — neighborhood directory: local places, events, menus, offers, and services.
Tatuapé — neighborhood directory: local places, events, menus, offers, and services.
Paraíso — neighborhood directory: local places, events, menus, offers, and services.
Olé Futebol — directory of places, events, and listings.
Affiliate attribution and commission data for iOS (StoreKit 2) and Shopify
MONO Social — directory of places, events, and listings.
Moema — neighborhood directory: local places, events, menus, offers, and services.
Real-time crypto asset intel for trading AIs: liquidity grades, transfer routes, spreads, BTI