Every listed MCP server and skill. Filter by where it runs, what it needs, and how it is licensed.
1–11 of 11 tools for “debugging”
Clear allDiagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency
official/skill/MIT/★ 40k in collection/no key
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency
official/skill/Apache-2.0/★ 256 in collection/no key
Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Py
mcp/link only/★ 130
Generates Logging Query Language (LQL) queries for Cloud Logging on Google Cloud from natural language. Use this skill when you need to query log data or when you are debugging issues. You can filter
official/skill/Apache-2.0/★ 21k in collection/no key
Use this skill when creating, modifying, or debugging Docker Compose configurations, even if the user just says they need to wire services together, add a database to their stack, or set up a local de
official/skill/Apache-2.0/★ 561 in collection/no key
Rust profiler for CPU, memory, SQL, HTTP, and async performance, with Prometheus and Grafana support.
skill/MIT/★ 1.9k/no key
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org
python/Apache-2.0/★ 525/no key
Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.
skill/MIT/★ 153/no key
Observability engine for AI coding agents. Custom columnar log store, MCP-native, self-hosted on a $4/mo VM. No dashboards — your AI assistant sees production.
skill/MIT/★ 15/no key
Team knowledge evaporates daily — pairing sessions, debugging context, architectural rationale lost to Slack. Distillery captures it at the point of creation, connects it into a living graph, and surf
mcp/link only/★ 25
AI-Powered Bug Diagnosis Agent with Experiential Memory — the more bugs it sees, the faster it gets.
skill/MIT/★ 9/no key
Who stands behind it
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