all tools / observability
As of the latest check, Glimind tracks 138 observability AI agent (MCP) tools, of which 7 are healthy right now. The table below ranks them live-first by real-time reliability.
| tool | status | what it does | |
|---|---|---|---|
| thinkneo_log_event ai.thinkneo/control-plane | healthy | Log an event within an active agent trace. Supports event types: tool_call, model_call, decision, error, pii_access, guardrail_triggered. Re | alternatives |
| thinkneo_end_trace ai.thinkneo/control-plane | healthy | End an active agent trace and get the session summary. Returns total cost, duration, tool/model call counts, and event count. Triggers post- | alternatives |
| thinkneo_get_trace ai.thinkneo/control-plane | healthy | Retrieve the full trace for an agent session. Returns the complete timeline of events (tool calls, model calls, decisions, errors), session | alternatives |
| thinkneo_get_observability_dashboard ai.thinkneo/control-plane | healthy | Get the agent observability dashboard — aggregated metrics for your AI agents. Includes total sessions, events, cost, error rate, latency, t | alternatives |
| thinkneo_log_decision ai.thinkneo/control-plane | healthy | Log a business decision made by an AI agent. Tracks the AI cost and the business value generated. If a baseline exists for the process, valu | alternatives |
| thinkneo_a2a_log ai.thinkneo/control-plane | healthy | Retrieve A2A (agent-to-agent) interaction logs from the live gateway. Shows which agents called which, actions performed, costs, and outcome | alternatives |
| thinkneo_a2a_flow ai.thinkneo/control-plane | healthy | Visualize agent-to-agent communication flow. Shows registered agents, their approval status, and interaction patterns from the live gateway. | alternatives |
| log_errors dbay-sre-mcp | unknown | Recent error-level lines with auto-aggregation | alternatives |
| colber_observability_query io.github.Obi49/colber-mcp | unknown | Structured search over logs or trace spans. | alternatives |
| prometheus_range_query pokgak/LGTM MCP Server | unknown | Execute PromQL range query (broken) | alternatives |
| prometheus_range_query_chart pokgak/LGTM MCP Server | unknown | Range query with ASCII chart visualization | alternatives |
| prometheus_get_metric_names pokgak/LGTM MCP Server | unknown | List metrics | alternatives |
| prometheus_get_label_names pokgak/LGTM MCP Server | unknown | List label names | alternatives |
| prometheus_get_label_values pokgak/LGTM MCP Server | unknown | Get values for a label | alternatives |
| prometheus_get_metadata pokgak/LGTM MCP Server | unknown | Get metric metadata | alternatives |
| tempo_trace_summary pokgak/LGTM MCP Server | unknown | Get trace summary with stats (duration p50/p95/p99, error count, span tree) | alternatives |
| tempo_get_trace pokgak/LGTM MCP Server | unknown | Retrieve full trace data (use after summary for details) | alternatives |
| tempo_search_traces pokgak/LGTM MCP Server | unknown | Search with TraceQL | alternatives |
| get_metrics hamardikan/Observability Agent MCP | unknown | Retrieve metrics from the observability provider within policy bounds. | alternatives |
| get_alerts hamardikan/Observability Agent MCP | unknown | List alerts from the observability provider within policy bounds. | alternatives |
| get_dashboard hamardikan/Observability Agent MCP | unknown | Retrieve a dashboard definition from Grafana. | alternatives |
| loki_get_series pokgak/LGTM MCP Server | unknown | Find matching log streams | alternatives |
| prometheus_get_series pokgak/LGTM MCP Server | unknown | Find matching series | alternatives |
| prometheus_instant_query pokgak/LGTM MCP Server | unknown | Execute PromQL instant query | alternatives |
| tempo_get_tag_names pokgak/LGTM MCP Server | unknown | List tag names | alternatives |
| getTrace langfuse-mcp | unknown | Fetch a single trace by id including the full observation tree. | alternatives |
| listObservations langfuse-mcp | unknown | List spans, generations, and events with filters. | alternatives |
| listSessions langfuse-mcp | unknown | List sessions within a time range. | alternatives |
| listScores langfuse-mcp | unknown | List scores with filters. | alternatives |
| getScore langfuse-mcp | unknown | Fetch a single score by id. | alternatives |
| listScoreConfigs langfuse-mcp | unknown | List score configurations (definitions, ranges, categories). | alternatives |
| listPrompts langfuse-mcp | unknown | List prompt definitions, optionally filtered by name, label, or tag. | alternatives |
| getPrompt langfuse-mcp | unknown | Fetch a prompt by name, optionally pinned to a specific version or label. | alternatives |
| listDatasets langfuse-mcp | unknown | List datasets configured in Langfuse. | alternatives |
| getDataset langfuse-mcp | unknown | Fetch a dataset by name. | alternatives |
| getDatasetItem langfuse-mcp | unknown | Fetch a single dataset item by id. | alternatives |
| listDatasetRuns langfuse-mcp | unknown | List evaluation runs for a dataset. | alternatives |
| get_trace_activity Duranta19/ClickHouse Trace-Activity MCP Server | unknown | Full chronological log timeline for one trace ID — the end-to-end story of a request/user across services. | alternatives |
| search_logs Duranta19/ClickHouse Trace-Activity MCP Server | unknown | Search individual log lines by service, min severity, body text, and time range. Returns their trace IDs to drill into. | alternatives |
| find_traces Duranta19/ClickHouse Trace-Activity MCP Server | unknown | Discover distinct trace IDs matching filters (e.g. 'traces with errors in service X today'), with per-trace counts. | alternatives |
| list_services Duranta19/ClickHouse Trace-Activity MCP Server | unknown | List distinct ServiceName values with recent log counts. | alternatives |
| search_around alilxxey/openobserve-community-mcp | unknown | Search logs around a specific timestamp. | alternatives |
| get_span AgentOps | unknown | Get span information by ID. | alternatives |
| observability.incident_context hamardikan/Observability Agent MCP | unknown | Build a compact evidence bundle for one alert or service. | alternatives |
| observability.render_panel hamardikan/Observability Agent MCP | unknown | Return one allowlisted Grafana panel as PNG evidence. | alternatives |
| observability.render_dashboard hmrdkn-labs/Observability Agent MCP | unknown | One allowlisted Grafana dashboard as PNG evidence | alternatives |
| query_loki mseep-grafana-loki-mcp | unknown | Query Loki logs using LogQL | alternatives |
| list_labels mseep-grafana-loki-mcp | unknown | List available Loki labels | alternatives |
| search_values alilxxey/openobserve-community-mcp | unknown | Search for distinct values in a field. | alternatives |
| get_dashboard alilxxey/openobserve-community-mcp | unknown | Get a specific dashboard by ID. | alternatives |
| get_latest_traces alilxxey/openobserve-community-mcp | unknown | Get the latest traces. | alternatives |
| list_dashboards alilxxey/openobserve-community-mcp | unknown | List all dashboards. | alternatives |
| search_errors 021-mcp | unknown | Find recent traces that ended in errors. | alternatives |
| colber_observability_log io.github.Obi49/colber-mcp | unknown | Ingest one or more log events. | alternatives |
| colber_observability_alert_create io.github.Obi49/colber-mcp | unknown | Create a declarative alert rule. | alternatives |
| colber_observability_alert_get io.github.Obi49/colber-mcp | unknown | Read a single alert rule by id. | alternatives |
| colber_observability_alert_list io.github.Obi49/colber-mcp | unknown | List alert rules owned by an operator. | alternatives |
| alert_log_context AIops-tools/observability-aiops | unknown | Correlate firing alert to Loki logs | alternatives |
| observability.incident_context hmrdkn-labs/Observability Agent MCP | unknown | A compact evidence bundle for an alert or service | alternatives |
| get_complete_trace AgentOps | unknown | Get comprehensive trace information including all spans and their metrics. | alternatives |
| search_logs sid-s-s/Kibana Log Analysis & API Dashboard MCP Server | unknown | Search logs matching keywords within a time range | alternatives |
| get_log_details sid-s-s/Kibana Log Analysis & API Dashboard MCP Server | unknown | Retrieve the full, raw JSON of a specific log event | alternatives |
| analyze_service_health sid-s-s/Kibana Log Analysis & API Dashboard MCP Server | unknown | Aggregate error rates, success rates, and HTTP status codes for a given service | alternatives |
| obs_event_log AgentIA1984-cmd/agent-observability-mcp | unknown | Journalise un span d'agent : operation, trace, statut, duree, modele, tokens, cout, attributs libres. | alternatives |
| obs_trace_get AgentIA1984-cmd/agent-observability-mcp | unknown | Reconstitue la chronologie complete d'une trace : spans ordonnes, duree cumulee, erreurs, tokens, cout. | alternatives |
| obs_metrics_summary AgentIA1984-cmd/agent-observability-mcp | unknown | Agrege volume, taux d'erreur, latences p50 / p95 / p99, tokens, cout et top 5 des operations. | alternatives |
| obs_anomaly_scan AgentIA1984-cmd/agent-observability-mcp | unknown | Signale taux d'erreur anormaux, latences aberrantes, concentration de cout et boucles de retry. | alternatives |
| observability.render_dashboard hamardikan/Observability Agent MCP | unknown | Return one allowlisted Grafana dashboard as PNG evidence. | alternatives |
| signoz_update_alert io.github.SigNoz/signoz-mcp-server | unknown | Update an existing alert rule. | alternatives |
| signoz_delete_alert io.github.SigNoz/signoz-mcp-server | unknown | Delete an alert rule. | alternatives |
| signoz_get_dashboard io.github.SigNoz/signoz-mcp-server | unknown | Get a specific dashboard. | alternatives |
| record_metric jaegis-raverse-mcp-server | unknown | Track performance metrics. | alternatives |
| assess_observability_resiliency aws-resiliency-mcp | unknown | Evaluate CloudWatch, CloudTrail, X-Ray — alarm coverage, log retention | alternatives |
| cb_logs @lp-extend/mcp-server | unknown | View bot logs | alternatives |
| get_token_usage traceloop/opentelemetry-mcp-server | unknown | Get token usage statistics for LLM calls | alternatives |
| get_trace_stats traceloop/opentelemetry-mcp-server | unknown | Get statistics about traces, such as error rates and latency percentiles | alternatives |
| get_errors traceloop/opentelemetry-mcp-server | unknown | Get traces that contain errors | alternatives |
| get_recent_traces @slack/radar-mcp | unknown | Performance trace/span summaries: trace name, span name, duration. Filterable by name substring. | alternatives |
| get_trace_detail @slack/radar-mcp | unknown | Full trace/span detail for a specific trace, including tags. | alternatives |
| log_tool_call mdfifty50-boop/agentic-observability-mcp | unknown | Log MCP tool calls with latency, success/failure, and error details | alternatives |
| signoz_get_dashboards io.github.SigNoz/signoz-mcp-server | unknown | List dashboards. | alternatives |
| observability.trace Obi49/Colber MCP Server | unknown | Create or append to a distributed trace | alternatives |
| find_exceptions iflow-mcp_avivsinai-langfuse-mcp | unknown | Find exceptions across traces. | alternatives |
| get_newrelic_apm_metrics iflow-mcp_neoai-agent-newrelic-mcp | unknown | Get APM metrics for an application | alternatives |
| get_application_slow_transactions_details iflow-mcp_neoai-agent-newrelic-mcp | unknown | Get slow transaction details | alternatives |
| fetch_trace Log-LogN/langfuse-mcp-java | unknown | Full detail of a single trace including nested observations, input/output, metadata, latency, and token usage. | alternatives |
| find_exceptions Log-LogN/langfuse-mcp-java | unknown | Traces whose level equals ERROR. Supports time range and pagination. | alternatives |
| find_exceptions_in_file Log-LogN/langfuse-mcp-java | unknown | Error-level traces whose metadata contains a given file name substring. | alternatives |
| get_exception_details Log-LogN/langfuse-mcp-java | unknown | Full detail of a single error trace. | alternatives |
| get_error_count Log-LogN/langfuse-mcp-java | unknown | Count of ERROR-level traces in a time range (scans up to 500 traces). | alternatives |
| query_logs Oluwatunmise-olat/mcp-server-logs-sieve | unknown | Query logs from the configured observability backend based on filters and time range. | alternatives |
| summarize_logs Oluwatunmise-olat/mcp-server-logs-sieve | unknown | Summarize logs from the configured observability backend over a time range. | alternatives |
| trace_request Oluwatunmise-olat/mcp-server-logs-sieve | unknown | Trace a request across services using a trace ID. | alternatives |
| list_log_sources Oluwatunmise-olat/mcp-server-logs-sieve | unknown | List available log sources for the configured provider. | alternatives |
| list_label_values mseep-grafana-loki-mcp | unknown | List values for a specific Loki label | alternatives |
| tempo_search_traces talkops-tempo-mcp-server | unknown | Search traces using TraceQL or K8s-friendly filters | alternatives |
| tempo_get_trace talkops-tempo-mcp-server | unknown | Retrieve a single trace by its trace ID | alternatives |
| tempo_summarize_trace talkops-tempo-mcp-server | unknown | Analyze a trace: extract critical path, detect errors, identify root cause, and recommend next queries | alternatives |
| tempo_correlate_traces talkops-tempo-mcp-server | unknown | Find related traces using strategies: same-service errors, same-endpoint, or temporal neighbors | alternatives |
| tempo_discover_attributes talkops-tempo-mcp-server | unknown | Discover attribute names across scopes | alternatives |
| tempo_discover_attribute_values talkops-tempo-mcp-server | unknown | Enumerate attribute values with optional filtering | alternatives |
| tempo_metrics_range talkops-tempo-mcp-server | unknown | Execute a TraceQL metrics range query returning time series | alternatives |
| observability_log @replaceables/core | unknown | Logs an event for observability | alternatives |
| signoz_get_traces io.github.SigNoz/signoz-mcp-server | unknown | Query traces with filters. | alternatives |
| signoz_get_logs io.github.SigNoz/signoz-mcp-server | unknown | Query logs with filters. | alternatives |
| signoz_get_alerts io.github.SigNoz/signoz-mcp-server | unknown | List alert rules. | alternatives |
| signoz_get_alert io.github.SigNoz/signoz-mcp-server | unknown | Get details of a specific alert rule. | alternatives |
| signoz_create_alert io.github.SigNoz/signoz-mcp-server | unknown | Create a new alert rule. | alternatives |
| get_loki_labels grafana-loki-mcp | unknown | Get all label names from Loki. | alternatives |
| log_trace dbay-sre-mcp | unknown | Follow a request_id chain across components | alternatives |
| obs_events_search AgentIA1984-cmd/agent-observability-mcp | unknown | Recherche des evenements par projet, operation, type, statut, modele, fenetre temporelle, duree minimale ou texte libre. | alternatives |
| loki_query elad12390-loki-mcp | unknown | Query Grafana Loki log data using LogQL | alternatives |
| sentry_update_monitor clr-sentry-mcp | unknown | Update a cron monitor | alternatives |
| sentry_delete_monitor clr-sentry-mcp | unknown | Delete a cron monitor | alternatives |
| sentry_list_issue_alerts clr-sentry-mcp | unknown | List issue alerts for a project | alternatives |
| sentry_get_issue_alert clr-sentry-mcp | unknown | Get issue alert details | alternatives |
| sentry_create_issue_alert clr-sentry-mcp | unknown | Create an issue alert rule | alternatives |
| sentry_update_issue_alert clr-sentry-mcp | unknown | Update an issue alert rule | alternatives |
| sentry_delete_issue_alert clr-sentry-mcp | unknown | Delete an issue alert rule | alternatives |
| cls_get_log_histogram cls-mcp-server | unknown | 获取日志数量直方图，观察日志量随时间的分布 | alternatives |
| cls_get_log_count cls-mcp-server | unknown | 快速获取日志数量，比 search_log 更快 | alternatives |
| cls_query_metric cls-mcp-server | unknown | 查询指标数据（单时间点），支持 PromQL 语法 | alternatives |
| search_logs log_analyzer_mcp | unknown | Search logs for records matching criteria | alternatives |
| list_log_files log-inspector-mcp | unknown | Lists all log files found in configured directories. | alternatives |
| get_log_content log-inspector-mcp | unknown | Reads and returns the complete content of a specific log file. | alternatives |
| read_log_paginated log-inspector-mcp | unknown | Reads a specific portion of a log file with token-based pagination and change detection. | alternatives |
| loki_query MrGibbage/local-mcp-server | unknown | Query logs with LogQL | alternatives |
| sentry_queue_performance clr-sentry-mcp | unknown | Queue/task worker performance | alternatives |
| sentry_discover_query clr-sentry-mcp | unknown | Custom Discover query (any fields/dataset) | alternatives |
| sentry_events_timeseries clr-sentry-mcp | unknown | Events over time for trend visualization | alternatives |
| sentry_get_monitor clr-sentry-mcp | unknown | Get monitor details | alternatives |
| sentry_create_monitor clr-sentry-mcp | unknown | Create a cron monitor | alternatives |
| get_stream_info clr-graylog-mcp | unknown | Get detailed information about a specific stream | alternatives |
| get_log_statistics clr-graylog-mcp | unknown | Get log statistics and aggregations | alternatives |
| get_traces @2kw/ai-mcp-server | unknown | Retrieve observability traces | alternatives |
| sentry_top_transactions clr-sentry-mcp | unknown | Slowest endpoints by p95 response time | alternatives |
| sentry_slow_db_queries clr-sentry-mcp | unknown | Slowest database queries | alternatives |
| sentry_slow_http_requests clr-sentry-mcp | unknown | Slowest outbound HTTP requests | alternatives |
As of the latest check, Glimind tracks 138 observability AI agent (MCP) tools, of which 7 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.
Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.
Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.
Live data via MCP/REST. Neutral ratings — Glimind only measures.