"How to read document contents" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Read LogBrew errors, slow traces, logs, and product analytics, and triage issues with consent.
Self-hostable uptime monitoring: create checks, read incidents, manage status pages.
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.
Connect AI assistants to your Tedix organization’s tasks, knowledge, apps, and results through MCP.
Uptime monitoring, status pages and on-call in one place. Create and tune monitors for HTTP, TCP, DNS, ping, TLS certificates, domain expiry, heartbeats and scripted browser logins. Run a check on demand, read uptime and response-time history, acknowledge and resolve incidents, post incident updates, schedule maintenance windows and edit public status pages. Read-only until you grant write access.
Hundreds of pay-per-call tools for agents: company records, screening, validation, web reading.
Behavioral drift scores for AI agents from OpenTelemetry: create a key, send OTLP, read scores.
Replay, verify and audit AI agent decisions with signed evidence. Public demo running on the fictional Acme Mutual insurance environment; a full integration is required to use Forge with real systems.
Production errors your coding agent can read: search, stack traces, context, trends, resolve.
Relia tells your AI assistant what broke in production, who it hit and how to fix it.
Read-only MCP server for diagnosing any WordPress site — security, performance, forms, logs, downtime — with evidence. The connector exposes no write operations and your AI never sees the site's credentials (secrets are redacted before output). Built for agencies managing many client WordPress sites. Free for 1 site.
Deploy apps from GitHub, read build/runtime logs, and manage your app's users from your AI agent.
Read-only outage intelligence: live service status, report history, geography and spikes
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.
Read your Condux issues, events and stack traces (deminified with source maps). Triage optional.
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 browser bug recordings: video, console, network, steps. Fix the bug and comment back.
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.
Read your team's hosted journal from an AI agent: every machine's streams, in hub order.
Cookieless web analytics your AI agent can read: traffic, spikes and what caused them, funnels.
DevOps, SRE, and QA intelligence for Cursor — investigate bugs, assess release readiness, search logs, triage outages, diagnose failed CI, check deployments, and query connected cloud platforms. Secure remote MCP with OAuth2 and read-only QA subagents.
Warm CDN and reverse-proxy caches: manage sites, run warms, read cache-hit stats.
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.
Status pages and uptime monitoring: read status, monitors, incidents and error budgets, and with a write key create monitors, open incidents, post updates, schedule maintenance and record deploys.
Uptime, SSL, domain, and Core Web Vitals monitoring for websites and APIs. List, create, update, and pause monitors; read incident history with AI-generated diagnosis; pull Lighthouse and CrUX page speed data. OAuth 2.0 with dynamic client registration — works out of the box with Claude Desktop connectors. Free plan: 20 monitors, read-only MCP.
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/
Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
Read-only Yandex Metrika MCP. Query visits, sources, geo, devices and more in plain language.
The record of what the agent relied on: a signed, chained receipt per cleared read. Verify by id.