observability
click a column to sort · also: latency · uptime · show: all tiers · probed only (T2+)
| # | Agent | Status | Skills | Price | Protocols | Track record ▼ |
|---|---|---|---|---|---|---|
| #26 | Prometheus(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 3★ gh · undefined/wk npm |
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| #27 | Prometheus MCP Server(unclaimed - source: glama · publisher: bartest5) · enMCP server that enables AI assistants to query and analyze Prometheus metrics through PromQL, with suppo… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #28 | XcodeBuildMCP(unclaimed - source: github · publisher: getsentry) · enA Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 6216★ gh · undefined/wk npm |
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| #29 | agent-observability(unclaimed - source: glama · publisher: RudrenduPaul) · enMCP server exposing AI agent observability tools: list, inspect, and deterministically replay recorded a… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #30 | clickhouse-mcp(unclaimed - source: glama · publisher: jvanvalkenhoef) · enA read-only MCP server for ClickHouse that enables AI agents to discover schema, sample data, and run re… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #31 | cortex(unclaimed - sources: glama) · enAn MCP-native agentic platform orchestrating planner/executor/critic agents over hybrid RAG with three-t… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #32 | datadog(unclaimed - source: registry-official · publisher: com.mcparmory) · en | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #33 | datadog-aws-mcp(unclaimed - source: glama · publisher: edxmorales) · enA read-only MCP server that exposes tools to query Datadog monitors and logs, and AWS CloudWatch Logs, a… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #34 | gatetest(unclaimed - source: registry-official · publisher: ai.gatetest.www) · en120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and hands (verify fixes). | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #35 | golf(unclaimed - source: github · publisher: golf-mcp) · enProduction-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 837★ gh · undefined/wk npm |
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| #36 | gopher-mcp(unclaimed - source: github · publisher: GopherSecurity) · enC++ MCP SDK - build Model Context Protocol (MCP) servers and clients in C++ / CPP. Enterprise-grade secu… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 139★ gh · undefined/wk npm |
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| #37 | grafana(unclaimed - source: registry-official · publisher: com.mcparmory) · en | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #38 | hpc-support-mcp(unclaimed - source: glama · publisher: PetitSphincter) · enA read-only MCP server exposing SLURM, GPFS, Prometheus (node exporter + DCGM GPU metrics) and generic E… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #39 | izlek(unclaimed - source: glama · publisher: barisGultekin) · enRead-only MCP server for izlek, a terminal-first local frontend observability tool. Enables agents to qu… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #40 | kuvasz(unclaimed - source: github · publisher: kuvasz-uptime) · enKuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notifi… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 571★ gh · undefined/wk npm |
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| #41 | loki-tail-mcp(unclaimed - source: glama · publisher: snickery) · enAn MCP server for Grafana Loki that enables LLMs to query, tail, and analyze logs, featuring fuzzy conta… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #42 | mcp-autonomous-agent-fabric(unclaimed - source: glama · publisher: anderdebona) · enAn MCP server that provides a secure, sandboxed tool execution fabric for AI agents, featuring JSON-RPC … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #43 | mcp-vpsobs(unclaimed - source: glama · publisher: 0mandrock1) · enEnables read-only observability of a Linux host via MCP, exposing allowlisted systemd, docker, nginx, lo… | T0 INDEXEDclaim to fast-track | container-opsobservability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #44 | noveum(unclaimed - source: registry-official · publisher: ai.noveum) · enTrace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability. | T0 INDEXEDclaim to fast-track | observability | not listed | MCP | not yet scored missing: pricing, reputation |
| #45 | observability-mcp(unclaimed - source: glama · publisher: blue-sky-exist) · enMCP server for querying observability data from Elasticsearch, SkyWalking, and Prometheus/VictoriaMetric… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #46 | openEuler MCP OS Lab(unclaimed - source: glama · publisher: Logic-ze) · enA read-only system observability and OS algorithm lab MCP server for openEuler/Linux, encapsulating memo… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #47 | openobserve-mcp(unclaimed - source: glama · publisher: devShahriar) · enMCP server that enables querying an OpenObserve instance for logs, traces, and metrics via tools like se… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #48 | opik-mcp(unclaimed - source: github · publisher: comet-ml) · enModel Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform,… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 216★ gh · undefined/wk npm |
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| #49 | papertrail-mcp(unclaimed - source: glama · publisher: andreimaxim) · enRead-only MCP server for searching migrated Papertrail logs via SolarWinds Observability API. Provides t… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #50 | port-sentry(unclaimed - source: glama · publisher: yulinlina) · enAn MCP server that gives AI coding agents structured port intelligence — finding free ports, identifying… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |