MCP Logs vs Siteline Agent Analytics

AI agents talk to WordPress sites directly now. Claude, ChatGPT, Cursor, and a growing list of MCP clients can connect to your site, read content, place orders, edit posts, or call any custom tool you expose. The Model Context Protocol (MCP) is the open standard that makes this possible. The problem is that by default you cannot see any of it. Requests arrive, things change, and there is no record of what an agent did, when it did it, or which user it acted as. MCP Logs writes a row for every MCP request the moment it hits your site. You get the route, the ability that was called, the user it acted as, the request body, the response, and whether it succeeded. All of it is browsable in a React admin page built with @wordpress/components, so it looks and behaves like the rest of WordPress. Version 1.1.0 adds the other half: detection rules that watch the traffic as it arrives, email alerts when one trips, and a kill switch that stops all MCP access in one click. A log you can actually search Filter by date range, ability name, and user. Sort any column, set page size between 10 and 500, and run full-text search across stored request and response bodies. Click a row to open the request and response in collapsible panels, copy either to your clipboard, or trace a single agent session end to end. Export the current view to CSV when you need to hand findings to someone else. Detection rules that run on every request Three rules evaluate after each logged request: Request velocity per session. Catches an agent stuck in a loop. Destructive tool use. Watches a list of abilities you nominate. It can populate that list for you by scanning previously seen tool names for delete, remove, and drop. Error storms. Catches an integration that has started failing. Each rule has its own enable toggle, threshold, time window, severity, and auto-disable setting. Detected events land in a Security Events tab with filters, stat cards, CSV export, and a per-event “mark as reviewed” so your queue reflects what you have already handled. Open any event and Session Replay steps through the full request timeline for that MCP session. Alerts arrive as HTML email stating whether the offending request ran or was blocked, with a one-click, nonce-protected link to disable MCP access. A 15-minute cooldown per rule and per session stops an alert storm. There is an optional daily digest, separate recipient lists for alerts and digests, and a test button so you can confirm delivery before you rely on it. A kill switch that keeps the record Turn off all MCP access from the admin screen, or let a detection rule trip it for you. Blocked requests are still logged before they are rejected, so the audit trail stays complete while access is off. Callers get a 503 explaining why access was disabled and when. A site-wide admin notice stays up until you turn it back on. Works with whichever MCP server you run MCP Logs is not an MCP server for your site and does not expose your content to agents. It detects requests by the Mcp-Session-Id header, which is part of the MCP transport spec, so traffic from any compliant server lands in the same table. If your site runs more than one, you get one log instead of several. Built for both halves of the audience If you run the site: install, activate, and open Tools then MCP Logs. There is no setup screen and no configuration. Logging starts the moment an MCP client makes a request. If you build on it: there is a full REST API covering every admin feature, authenticated via WordPress Application Passwords or WooCommerce API keys. The plugin is also MCP-aware itself, registering a server with ten abilities so an agent can introspect its own activity log. Source ships under src/ and builds with npm run build. Why log deletion is not exposed to AI agents The plugin registers ten MCP abilities. The two log-deletion abilities, clear-old-logs and clear-all-logs, are deliberately left out of that set. The same tool set reads log content that an untrusted caller can influence. Pairing that with a one-call wipe would let planted text steer an administrator’s agent into erasing the audit trail. Deletion stays available in the admin screen and over REST, where a human is doing it. Sites that accept the trade-off can re-add the abilities with the alfmcp_mcp_server_abilities filter. REST API Eighteen endpoints under /wp-json/activity-log-for-mcp/v1/: GET /requests for a list with filters, sort, and pagination GET /stats for totals, success rate, and calls per ability GET /sessions/{id} for every request in a session, in order GET /search for full-text search across routes, abilities, and bodies GET /errors for recent failed executions and HTTP errors GET /tool-performance for per-ability call count, error rate, and unique users GET /filters for distinct ability names and users GET /export-csv for a server-side streamed CSV download DELETE /requests to clear all logs DELETE /retention to delete logs older than a given date GET /security-events for detected events with filters and pagination GET /security-events/stats for alert counts, active sessions, and top rule over 7 days GET /security-events/export-csv for a CSV of detected events PUT /security-events/{id}/acknowledge to mark an event reviewed DELETE /security-events/clear-acknowledged to remove reviewed events GET|PUT /security-settings to read or update detection and alerting settings POST /security-settings/test-alert to send a test alert email MCP abilities The plugin registers an MCP server (activity-log-for-mcp-server) with ten abilities: get-activity for paginated log retrieval with filters get-stats for summary metrics with an optional date range get-activity-by-session for a full session trace, with optional body exclusion for lighter payloads search-activity for full-text search across stored requests and responses analyze-errors for recent errors with full details get-tool-performance for per-ability performance metrics get-security-events for detected events with filters get-security-stats for alert counts, active sessions, and top rule over 7 days acknowledge-event to mark a security event reviewed test-alert to send a test alert email Privacy and data handling Everything stays in your WordPress database. Logs live in {prefix}alfmcp_requests and detected events in {prefix}alfmcp_security_events. There is no telemetry, no third-party call, and no external dependency at runtime. Credential-bearing headers including Authorization, Cookie, and X-Api-Key are replaced with [redacted] before anything is written, so the log never becomes a store of replayable credentials. Add your own header names with the alfmcp_sensitive_headers filter. Request and response bodies are stored up to 64 KB each and truncated beyond that, adjustable with alfmcp_max_body_bytes. You control retention and can clear everything from the admin screen or over REST. Disclaimer MCP Logs is not affiliated with, endorsed by, or sponsored by any AI provider or the Model Context Protocol project. “MCP” and “Model Context Protocol” are referenced solely to describe the open protocol that this plugin observes. Privacy Policy MCP Logs records REST API requests that contain the Mcp-Session-Id header. Logged data includes request routes, methods, headers, bodies, response data, user IDs, and timestamps. Credential-bearing headers are redacted before storage. All data is stored in your WordPress database and is never transmitted to external services.

Agent Analytics from Siteline helps you understand how AI agents and bots crawl, ingest, and interact with your website content in real-time. Turn AI visibility optimization from a black box into data-driven action. This is the official Siteline plugin. Features Real-time monitoring: Monitor real-time visits to your website by AI bots and agents from ChatGPT, Gemini, Perplexity, Claude, and more. Server-side tracking: Works even when bots do not execute JavaScript. Identify technical blockers: Identify where bots and agents are getting stuck when trying to learn about your brand and products. Find trending topics: Optimize your content strategy based on what AI agents and real ChatGPT users are looking for. No plan required: All you need is a free Siteline account. No credit card required. Simple setup: Just create an account, generate a Website ID, and start tracking. Lightweight and privacy-focused: No frontend JavaScript and minimal performance impact. Non-blocking async tracking that respects user privacy. Why Track AI Agents? AI platforms are increasingly important traffic sources for organic growth. However, content ingestion by AI platforms differs significantly from traditional search engines: AI bots and agents regularly visit websites to collect, update, and verify information not only for training large language models, but also to power real-time AI search and live answers. This crawling behavior determines which content is available and ingested into AI chat assistants and how your brand and products are represented in AI-generated responses. Importantly, AI bots behave differently than traditional search crawlers. Most do not run JavaScript or maintain cookies or session state. If your site relies heavily on JavaScript or is not server-side rendered, your content may not be ingested correctly. Understanding which AI agents, bots, and crawlers visit your site helps you: Identify technical blockers, such as JavaScript-heavy pages limiting content ingestion. Discover what topics AI agents and user-initiated fetches access most frequently. Understand the full AI discovery journey, from bot content ingestion to human visits and conversions. How It Works Sign up for a free Siteline account Generate a unique Website ID Enter the Website ID in the plugin settings Enable tracking and you’re done External Services This plugin connects to the Siteline service to track AI agent and bot visits. Service: Siteline Service URL: https://siteline.ai API endpoint: https://api.siteline.ai Data transmitted: • Page URL • User agent • Referrer URL • IP address • Website ID Purpose: This data is used to identify AI agents and analyze how they access your website. Privacy policy: https://siteline.ai/privacy Terms of service: https://siteline.ai/terms Support Need help? Visit our documentation: https://docs.siteline.ai/integrations/wordpress Or contact: [email protected]