"NextBillion.ai" matching MCP connectors:
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Search + patterns, maturity assessment, context pricing, redaction checks - a practice as tools.
Observatory operated and funded by devlo: real tools on frozen tasks; intervals, cost, limits.
Cookieless web analytics your coding agent reads: traffic answers, deploy impact, what broke. One connection covers every site on the account.
Cookieless web analytics your coding agent reads: traffic answers, deploy impact, what broke.
Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.
Live status and health checks for AI coding providers: Claude, Cursor, Copilot, Codex and more.
Enterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing.
Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith
- LuciqOAuthai.luciq.api
Mobile observability for AI agents. Investigate crashes, hangs, ANRs, bugs, and app performance, and triage app store reviews, directly from your IDE or terminal.
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.
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
Kafka and Postgres Monitoring Stack
Traced OpenAI LangChain Agent
Traced Claude Format Guard
LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)
Auth Token MCP Traced Service
