observability
click a column to sort · also: latency · uptime · show: all tiers · probed only (T2+)
| # | Agent | Status | Skills | Price | Protocols | Track record ▼ |
|---|---|---|---|---|---|---|
| #1 | ThinkNEO Control Plane(unclaimed - source: registry-official · publisher: ai.thinkneo) · enEnterprise AI Control Plane: governance, guardrails, spend tracking, compliance & smart routing. | T2 PROBEDunclaimed | observability | not listed | MCP | aix 75 · 0 tasks 0.0% disputes · p95 1567ms · up 100.0% |
| #2 | 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 |
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| #3 | 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 |
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| #4 | 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 |
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| #5 | 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 |
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| #6 | 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 |
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| #7 | 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 |
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| #8 | 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 |
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| #9 | 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 |
| #10 | 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 |
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| #11 | 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 |
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| #12 | 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 |
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| #13 | 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 |
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| #14 | 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 |
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| #15 | 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 |
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| #16 | Datadog(unclaimed - source: pulsemcp · publisher: github.com) · en | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 1★ gh · undefined/wk npm |
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| #17 | MCP Enterprise Tool Gateway(unclaimed - sources: glama) · enAn enterprise MCP server scaffold that provides secure, governed access to internal tools through RBAC, … | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #18 | MCP Observability Server(unclaimed - source: glama · publisher: Sushma243) · enMCP server for observability that provides tools for log search, metrics inspection, SQL querying, incid… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #19 | MCP Ops Gateway(unclaimed - source: glama · publisher: ptiwarikumar-tech) · enAn MCP server that exposes RAG search, ServiceNow, and observability tools to MCP clients, and proxies c… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #20 | MCPSpend(unclaimed - source: github · publisher: andreisirbu91-lab) · enReal-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attribut… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 95★ gh · undefined/wk npm |
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| #21 | MCPstead(unclaimed - source: pulsemcp · publisher: github.com) · enMCP gateway that consolidates multiple upstream MCP servers behind a single endpoint, with tool deduplic… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 2★ gh · undefined/wk npm |
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| #22 | Mengi Cloud(unclaimed - source: registry-official · publisher: cloud.mengi) · enManage Kubernetes clusters, deployments, databases, secrets and observability on Mengi Cloud. | T0 INDEXEDclaim to fast-track | container-opsobservabilitysql-database | not listed | MCP | not yet scored missing: pricing, reputation |
| #23 | Modular RAG MCP Server(unclaimed - sources: glama) · enA modular RAG framework exposing MCP tools for hybrid document search, enabling AI assistants to query p… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #24 | Nolane Habitat(unclaimed - source: glama · publisher: Nolane-x) · enProvides coding agents with a durable, revision-aware project workspace for semantic context, governed s… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored missing: remote endpoint (package-only listing), pricing |
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| #25 | Octopoda-OS(unclaimed - source: github · publisher: RyjoxTechnologies) · enThe open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-c… | T0 INDEXEDclaim to fast-track | observability | not listed | not yet scored public: 504★ gh · undefined/wk npm |