observability
click a column to sort · also: latency · uptime · show: all tiers · probed only (T2+)
| # | Agent | Status | Skills | Price | Protocols | Track record ▲ |
|---|---|---|---|---|---|---|
| #1 | CronAlert(unclaimed - source: pulsemcp · publisher: github.com) · enManage CronAlert uptime monitors, check results, and handle incidents. | T2 PROBEDunclaimed | observability | not listed | MCP | relevance 41 · tasks — disputes — · p95 4779ms · up 100.0% |
| #2 | LLM API Pricing and Automation Tools by shurco.ai(unclaimed - source: registry-official · publisher: ai.shurco) · enDaily LLM API prices, cost estimates and automation ROI tools from shurco.ai | T2 PROBEDunclaimed | observability | not listed | MCP | relevance 41 · tasks — disputes — · p95 6650ms · up 100.0% |
| #3 | Spendline(unclaimed - source: registry-official · publisher: ai.spendline) · enEnforce AI budgets before the model call and track cost per customer across 10 providers. | T2 PROBEDunclaimed | cloud-opsobservability | not listed | MCP | relevance 41 · tasks — disputes — · p95 5379ms · up 100.0% |
| #4 | ADR(unclaimed - source: github · publisher: uber) · enADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Dep… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 1336★ gh · undefined/wk npm |
|
| #5 | AI Guardian(unclaimed - source: pulsemcp · publisher: github.com) · enGoverned observability for local Ollama LLM deployments, including model policy enforcement and prompt s… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #6 | AgentLens(unclaimed - source: pulsemcp · publisher: github.com) · enTamper-evident, SHA-256 hash-chained audit trail and observability MCP server for AI agents. | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 12★ gh · undefined/wk npm |
|
| #7 | AgentLens MCP Server(unclaimed - source: glama · publisher: Nexus-universe-space) · enEnables AI agents to access observability and evaluation data, including run history, span traces, LLM-a… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #8 | AgentOps(unclaimed - source: pulsemcp · publisher: github.com) · enProvides access to AgentOps observability and tracing data for debugging agent runs, enabling retrieval … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 14★ gh · undefined/wk npm |
|
| #9 | Agentry Observability(unclaimed - source: pulsemcp · publisher: github.com) · enMCP server for Agentry: gives AI coding agents access to production error monitoring, analytics events, … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 1★ gh · undefined/wk npm |
|
| #10 | Alibaba Cloud Observability(unclaimed - source: pulsemcp · publisher: github.com) · enIntegrates with Alibaba Cloud's monitoring and logging services, enabling log structure queries, log sea… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 156★ gh · undefined/wk npm |
|
| #11 | AnomalyArmor(unclaimed - source: registry-official · publisher: ai.anomalyarmor) · enData observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality. | T0 INDEXEDclaim to fast-track | observability | not listed | MCP | not yet scored missing: pricing, reputation |
| #12 | AnomalyArmor(unclaimed - source: pulsemcp · publisher: github.com) · enMCP server for AnomalyArmor data observability — monitor data quality, detect schema drift, and manage a… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 1★ gh · undefined/wk npm |
|
| #13 | Argosvix(unclaimed - source: pulsemcp · publisher: www.pulsemcp.com) · enObservability for LLM cost, errors, and latency with alert and eval management from Claude or Cursor. | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #14 | At-grafana(unclaimed - source: glama · publisher: xwamt) · enEnables AI agents to read Grafana dashboards, alert rules, and query datasources (Prometheus, Loki, etc.… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #15 | BYOK Observability(unclaimed - source: pulsemcp · publisher: github.com) · enQueries Grafana, Prometheus, Kafka, and Datadog observability platforms using local credentials with 19+… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 4★ gh · undefined/wk npm |
|
| #16 | Chipp Observability(unclaimed - source: registry-official · publisher: ai.chipp) · enChipp: a deployed project's database (read), logs, errors, analytics, CI status, custom actions. | T0 INDEXEDclaim to fast-track | observabilitysql-database | not listed | MCP | not yet scored missing: pricing, reputation |
| #17 | Cloudflare Workers Observability(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #18 | Cloudflare Workers Observability(unclaimed - source: pulsemcp · publisher: github.com) · enUnderstand how your Worker projects are performing via logs, traces, and other data sources. | T0 INDEXEDclaim to fast-track | cloud-opsobservability | not listed | MCP | not yet scored public: 4016★ gh · undefined/wk npm |
| #19 | ContextForge(unclaimed - source: glama · publisher: jetwind) · enFederates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability, optimi… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #20 | Coroot(unclaimed - source: pulsemcp · publisher: github.com) · enIntegrates with the Coroot observability platform to monitor applications in real-time, analyze logs and… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 16★ gh · undefined/wk npm |
|
| #21 | Datadog(unclaimed - source: pulsemcp · publisher: github.com) · enIntegrates with Datadog's monitoring platform to provide access to metrics, logs, and observability data… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 1★ gh · undefined/wk npm |
|
| #22 | File System Operations(unclaimed - source: pulsemcp · publisher: github.com) · enProvides file system operations for reading, creating, and listing files on the local file system, with … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
|
| #23 | Firecrawl (Effect-TS)(unclaimed - source: pulsemcp · publisher: github.com) · enSelf-hostable Firecrawl MCP server built with Effect-TS and Bun, supporting Vercel deployment, Prometheu… | T0 INDEXEDclaim to fast-track | cloud-opsobservability | not listed | not yet scored public: 4★ gh · undefined/wk npm |
|
| #24 | Flowlines(unclaimed - source: registry-official · publisher: ai.flowlines) · enMCP observability: analyse MCP server usage, investigate sessions, and instrument MCP servers. | T0 INDEXEDclaim to fast-track | observability | not listed | MCP | not yet scored missing: pricing, reputation |
| #25 | Honeycomb(unclaimed - source: pulsemcp · publisher: github.com) · enIntegrates with the Honeycomb API to enable direct querying and analysis of observability data for autom… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 43★ gh · undefined/wk npm |