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“observability”
Showing 1–24 of 89 for “observability”
- 0.635score
Observability MCP
ThoTischner
Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.
ConnectorAFreshness: ALocal★ 7Claude Code +5 - 0.592score
Agent Observability
RudrenduPaul
AI agent observability with deterministic record/replay for debugging agent failures.
ConnectorAFreshness: ALocal↓ 60/wkClaude Code +5 - 0.428score
MCP Observability
infoinlet-marketplace
Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.
ConnectorCFreshness: CLocal↓ 9/wkClaude Code +5 - 0.574score
Agent Observability
KryptosAI
Trace AI agent execution: every tool call, every error, every dollar.
ConnectorBFreshness: BLocal★ 2Claude Code +5 - 0.548score
Observability AIops
AIops-tools
Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.
ConnectorAFreshness: ALocal↓ 197/wkClaude Code +5 - 0.541score

Agentry.sh Observability
fr33dr4g0n
Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.
ConnectorCFreshness: CLocalRead-only★ 2↓ 102/wkClaude Code +5 - 0.428score
Agentic Observability MCP
mdfifty50-boop
Agent tracing, cost tracking, anomaly detection for LLM agents
ConnectorDFreshness: DLocalClaude Code +5 - 0.618score
NWS Surface Wind Observations MCP Server
mansurjisan
NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs
ConnectorAFreshness: ALocal★ 10↓ 30/wkClaude Code +5 - 0.510score
Pondlog Mushroom Observer
andrewschristison
Mushroom Observer MCP server.
ConnectorAFreshness: ALocalRead-onlyClaude Code +5 - 0.558score
Nws Weather MCP Server
cyanheads
Get US weather forecasts, active alerts, and current observations.
ConnectorAFreshness: ARemoteLocalRead-only★ 1↓ 421/wkClaude Code +5 - 0.567score
okl — Observed Knowledge Ledger
emeraldleaf
Verified memory for coding agents: briefed before each task, proven by checks, gated on change.
ConnectorAFreshness: ALocal★ 4↓ 153/wkClaude Code +5 - 0.761score

Memorix
AVIDS2
Local-first project memory with legacy MCP and 2026 discovery compatibility.
ConnectorAFreshness: ALocal★ 857Claude Code +5 - 0.748score
Watch Skill
oxbshw
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
ConnectorBFreshness: BLocal★ 520↓ 696/wkClaude Code +5 - 0.547score
Inaturalist MCP Server
cyanheads
Search iNaturalist sightings, identification threads, phenology, and look-alike species.
ConnectorAFreshness: ARemoteLocalRead-only★ 1↓ 92/wkClaude Code +5 - 0.696score
OpenWorkProof
dengyier
Verifiable agent work contracts; separate opt-in Codex preview-directory guard.
ConnectorAFreshness: ALocal★ 262↓ 45/wkClaude Code +5 - 0.597score
Aaa MCP
ariffazil
Constitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.
ConnectorAFreshness: ARemoteLocal★ 54↓ 247/wkClaude Code +5 - 0.567score
Australian Economic Data (ABS, RBA & APRA)
AnthonyPuggs
Australian economic data from the ABS, RBA, and APRA: CPI, GDP, cash rate, labour, and more.
ConnectorAFreshness: ARemoteLocalRead-only★ 4↓ 137/wkClaude Code +5 - 0.646score
Thth
aokings
Call before you post: ships a draft to Threads/Bluesky/Mastodon only after a person approved it.
ConnectorAFreshness: ALocal↓ 2.6K/wkClaude Code +5 - 0.573score
Brapi MCP Server
cyanheads
Collaborative BrAPI v2.1 MCP workspace: studies, germplasm, genotypes across Breedbase, T3, more.
ConnectorAFreshness: ARemoteLocal★ 4↓ 660/wkClaude Code +5 - 0.765score
Reticle
reticlehq
Verify a running web app from the inside over MCP: look, act, observe, assert.
ConnectorAFreshness: ALocal★ 1.3KClaude Code +5 - 0.561score
Faostat MCP Server
cyanheads
UN FAOSTAT global food & agriculture statistics over a local SQLite mirror,.
ConnectorAFreshness: ARemoteLocalRead-only★ 2↓ 301/wkClaude Code +5 - 0.548score
NOAA Marine MCP Server
cyanheads
Find NOAA tide stations and NDBC buoys, fetch tide predictions, currents, and live conditions.
ConnectorAFreshness: ARemoteLocalRead-only★ 1↓ 113/wkClaude Code +5 - 0.590score
Gigamail
adecubed
Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.
ConnectorAFreshness: ALocal★ 16↓ 740/wkClaude Code +5 - 0.584score
Kaal Corpus: Verifiable Claim Layer
wulfkaal
Cite the claim, not the paper: 5,033 assertions, each hash-verifiable against its source PDF
ConnectorAFreshness: ARemoteLocalRead-onlyClaude Code +4