"Free image analysis tool" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Analytics for MCP servers. Query your tool calls, first-call success, retries and schema cost.
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.
Scan/purge hidden text & score web domains: TLS, DNS, headers, speed. Free scans, $0.01 actions.
Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.
Free anonymous website, DNS, email and TLS checks, plus monitor read and opt-in write access.
Free spend report from an agent log, no key. Hosted proxies: caps, audit export, buy calls.
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key
Free uptime monitoring: HTTP/TCP/TLS/DNS + MCP server checks, cron heartbeats, status pages, alerts.
Issue signed receipts for AI agent actions; verify any receipt offline - free, no account.
MCP tool observatory: do registry servers answer, and are their answers true? No key.
Free MCP window into a live autonomous machine-economy experiment: telemetry, hypothesis scoreboard.
Core Web Vitals metrics by CMS, CDN, and framework — free remote MCP, no auth.
186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.
Zero-trust gateway for AI agents: score tool calls, verify agent cards, enforce policy, audit.
EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool, four authenticated.
Track cost, latency, and usage of every MCP tool call from any client (Claude, Cursor, Windsurf). Free 25K calls/month — open-source proxy, EU-hosted.
DORA OS EventFabric - 14-tool event stream for DORA compliance signals and pub/sub fabric.
DORA OS Conductor — 16-tool meta-orchestrator for DORA compliance workflow automation.
Mezmo MCP is a remote Model Context Protocol (MCP) server that lets AI assistants and IDE chat agents interact with the Mezmo observability platform via the Model Context Protocol. Use it for streamlined observability, log analysis, and root-cause analysis in your favorite tools. Add Mezmo MCP and you can: 🕵️ Run advanced Root-cause analysis over recent logs 📦 List and describe Pipelines 📤 Export and filter Logs with powerful query syntax
Research honeypot. Logs connections and tool arguments; injects instructions. Read README first.
