"Natural Language to SQL Conversion Tools or Resources" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
AI-native observability and security for engineering teams and coding agents. Search production logs in plain language, investigate issues and root causes, and create or edit live dashboards in your Sazabi workspace. Requires a Sazabi account (OAuth, or a secret key via the X-Sazabi-Secret-Key header).
Connect AI assistants to your Tedix organization’s tasks, knowledge, apps, and results through MCP.
Live vendor incidents in your AI assistant. Hundreds of status pages, one feed. Free active-outage checks with no signup; sign in for history, watchlists, and monitoring tools. Setup: https://www.huntertech.io/vendor-mcp
Hundreds of pay-per-call tools for agents: company records, screening, validation, web reading.
Relia tells your AI assistant what broke in production, who it hit and how to fix it.
Trace events to function runs to the failing step, and bulk-cancel runs.
Vigilia watches your live app, explains every problem in plain language and writes the fix prompt. Your AI fixes it; Vigilia confirms with real traffic. Vigilia watches web apps that are live with real users, including apps built with Lovable, Bolt, v0, Cursor and Claude Code. It catches errors, failed requests and downtime, explains each problem in plain language, and writes a fix prompt for it. Connect Vigilia to Claude and ask what's broken. Claude lists your open incidents worst first. For each one it reads the plain-language diagnosis, who it affects, the technical evidence (error, page, failing request, stack frames and what the visitor did right before) and Vigilia's fix prompt. In Claude Code or another coding agent, Claude can then fix the cause in your own codebase. Once you've deployed, it marks the incident fixed, and Vigilia watches real traffic to confirm the error stayed away. If it comes back, the incident reopens as a regression. You can also ask how an app is doing (uptime, open incidents, today's traffic), get the exact install snippet for a new project, and check that a live site is running Vigilia. Vigilia never reads or changes your code: the fixing happens in your session, by your AI, in front of you. The only tool that changes anything is marking an incident fixed (the install check just records its result on the app), and you can connect with read-only access. Your data is stored in the EU. Emails, tokens and card numbers are stripped from what visitors' browsers send, and only that scrubbed error context is sent to Anthropic to write the diagnosis. Requires a Vigilia account. The free plan covers one app; reporting backend errors (Supabase, Next.js routes, Workers) is part of Pro.
Read-only server insight: why a Linux server or K8s cluster is slow, failing or changed.
Read a tool-call log from an AI agent run and see which calls failed, looped or were slow.
Understand who uses your MCP servers, what they’re trying to accomplish, and where workflows get stuck. Analyze tool adoption, user journeys, reported outcomes, and business signals directly from your AI assistant, with evidence from individual sessions.
Read-only access to an ET Ducky organization's Windows and Linux agents, alerts, and fleet summary. Four tools list agents, get one agent with its latest health sample, list alerts, and summarize the fleet. Hosted Streamable HTTP endpoint, authenticated with an organization API token sent as a Bearer header.
Guardr keeps watch on the sites you manage. Check any domain from outside and get an A to F health grade for HTTP headers, TLS, DNS and cookies, with fix steps for configuration findings. Three tools: check_site runs a fresh check of one domain, list_sites lists the sites your account watches and get_site returns one watched site in detail. Read-only: Guardr proposes fixes and never changes a site. Needs a Guardr API key; the first site is free.
Is GitHub, npm, Cloudflare or your AI provider down right now? 20 status pages, one call.
Free-trial AI fleet spend meter. Quote agent fleet spend from token usage. 100 calls or 14 days. No auth. Official MCP Registry: io.github.mtardy90-sudo/bootlace-ai-spendmap.
Fixter's MCP provides a stream-lined agentic way to onboard, setup and use the Fixter monitoring and observability platform. Check out more at https://fixter.dev/
Check if a site or service like Stripe is down, and monitor your sites, cron jobs and status pages.
Read-only Yandex Metrika MCP. Query visits, sources, geo, devices and more in plain language.
Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.
Public, read-only MCP for Myndock service discovery and observability. Query aggregate origin HTTP/MCP activity, country and action totals, latency, and acknowledged message deliveries over 1, 24, or 168 hours. Tools: get_service_info, get_statistics, get_support_info. No account or API key required. Discover a separate enrollment-only API for private agent tasks and encrypted exchanges; those actions are not public MCP tools.
Match API, CSV, freight, analytics, and content needs to fixed-price services with authority gates.
GPU fabric tools: NCCL benchmark analysis, degradation cost, cluster compatibility, XportL facts.
Is Claude, ChatGPT, Gemini, Cursor or Copilot down? Live status from API probes and user reports.
Read-only access to an ET Ducky organization's agents, alerts, and fleet summary
Cost per run, tool, model and day for AI agents, from one call or an OpenTelemetry export.
Ask an agent why a PHP site is slow: every request with its SQL, HTTP calls, errors and N+1.
Operation-level risk guidance for consolidated MCP tools, including schema drift and retry signals.
Four x402 tools: endpoint checks, extraction, evidence verification, domain intelligence.
Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.
Search + patterns, maturity assessment, context pricing, redaction checks - a practice as tools.
Vouch — independently measured reliability scores for MCP tools, not self-reported claims.
