"Finding source code search tools similar to Probe" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
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.
Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.
Four x402 tools: endpoint checks, extraction, evidence verification, domain intelligence.
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.
MCP-native AI SRE. Exposes your production OpenTelemetry problems, traces, and logs over the Model Context Protocol, plus an AI remediation loop that opens a reviewed GitHub fix PR and verifies in production (reopening on regression). Tools include list_problems, get_problem, query_traces, detect_anomalies, and request_problem_remediation. Human-in-the-loop by default — the merge button stays yours.
Ingest and search LogsLoom logs from coding agents.
Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.
Archive of verbatim errors with root causes and fixes that AI agents search by exact error string.
Search + patterns, maturity assessment, context pricing, redaction checks - a practice as tools.
Public read-only demo of Netmon's network monitoring tools over a recorded snapshot.
Vouch — independently measured reliability scores for MCP tools, not self-reported claims.
Observatory operated and funded by devlo: real tools on frozen tasks; intervals, cost, limits.
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key
Discover Frontier inference capabilities and read sanitized usage through read-only tools.
Monitoring for agencies — uptime, SSL, DNS, blocklists, AI visibility, MCP health. 8 no-auth tools.
CVE intelligence: exploitation (KEV/EPSS), detection coverage, fixed versions. All tools keyless.
Report-To group count, body discarded
Live reliability for AI agent tools: is it working right now, and how do I call it correctly?
186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.
