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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
Cost of 13 back-office tasks per unit: person vs software, US, Greece, Ukraine. Sources cited.
SQLite-authoritative entity database with an async Google Sheets projection for AI agents.
Local-first document accessibility remediation using the canonical AlloFlow app pipeline.
Code review as an MCP server — structured reviews with OWASP security scanning.
Self-hosted MCP for owned-site SEO, search analytics, indexing, monitoring, and safe remediation.
Run an app portfolio across Google Play and the App Store: vitals, reviews, earnings, releases.
Review, edit, and approve AI agent task plans in a ComfyUI-style visual node editor in your terminal
AI agent real-name identity: SM2 keypair, QR real-name link, SD-JWT VP generate/verify.
Search, retrieve, and diff the full output of past terminal commands recorded locally by backscroll.
AI film lab for filmmakers: generate and review images/clips with input provenance, cost preflight
MCP tools for testing mobile and TV apps on iOS simulators, Android phones, and Apple/Android TV.
Email infrastructure and authentication for developers: domains, inbox routes, auth apps, deploys.
Fixed-price GC & Brisbane airport and cruise transfers. Live quotes, human-confirmed bookings.
Send transactional email and manage domains, audiences, and broadcasts from any MCP client.
Brand-aware creative studio for Claude: 200+ tools for on-brand ads, video, email and campaigns.
Real-money crypto casino audits: trust scores, live tests, rankings, new casinos, bonuses. Signed.
Tracks documented and undocumented Microsoft Graph API schema changes, with an MCP Apps visualiser
Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.
Search transcribed painting lessons. Results cite the exact lesson and Vimeo timestamp.
MCP server for KeyCloak Admin REST API via Service Account
Access U.S. congressional data - bills, votes, members, committees - via MCP.
Live sports data and cross-book betting odds — 801 tools, 63 providers, 43 needing no key.
MCP Server for iTerminal SSH Connection Manager - Control SSH servers through Claude.
Email OS for agents - real-inbox search, triage, commitments, and a verifiable BEC hard-stop.
Provides short, positive encouragement messages for AI agents during long-running or difficult tasks
Calculates IPv4 subnet information from an IP address and CIDR prefix or dotted decimal subnet mask
Company-specific regulatory assessments for concrete business questions, as structured data or PDF.
Executable architecture governance: an unevaluated rule is reported as a failure, never a pass.
Read-only property facts, indicative availability, authorised booking links and guest-safe support.
MCP server for petroleum engineering: LAS logs, decline curves, PVT, petrophysics, volumetrics.
Medical-billing tools for AI agents: prior-auth checks, denial decoding, claim triage, appeals.
Screen names against OFAC, EU, UK, UN sanctions lists; resolve entities via GLEIF. Screening aid.
Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFold) models.
California school data for AI agents — scores, profiles, comparisons, feeder paths, UC pipelines.
Validate and publish built static websites to a public Small Site URL.
Model Context Protocol server for Taiwan Legislative Yuan API v2.
Safe-write Shopify operations: plan-before-execute writes with out-of-band approval and audit.
Look up independent trust ratings and security, maintenance, and adoption evidence for MCP servers.
Memory for coding agents, checked against the filesystem and git before it is believed.
Verified ROKI Connect payments contract for coding agents: operations, schemas, validator.
SAP S/4HANA and ECC: OData V2/V4, IDoc and RFC/BAPI for n8n and other MCP clients
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
Inspect, drive and debug a running Ren'Py game: state, screenshots, guarded clicks, saves, builds.
Coldrig — cold-email infra run by your agent: 28 MCP tools, live sending, free sandbox. $99/mo.
Structured habitat data and advisory tools for aquariums, marine tanks, terrariums and paludariums.
SEC dilution data, live market data, and news for U.S. equities, with point-in-time as-of queries.
Find US federal grants your organization is actually eligible to apply for. Free, no API key.
Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.
Validate OpenRTB bid requests and responses against IAB specs. ARTF, Rust core.
Screenshot, PDF, OG-image, and page extraction (markdown/JSON) over MCP. Bearer key or x402.