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Monitoring

Access and analyze application monitoring data. Enables AI models to review error reports and performance metrics.

MCP ServersBrowse all →

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    Read-only MCP server for SQL Server and PostgreSQL health checks. It runs the codeDB Lens diagnosis (A–F grade with rule coverage, findings with evidence, impact and next actions), reads 24-hour performance recordings, lists databases and tables, describes table schemas, and runs one guarded SELECT at a time within per-profile row and time limits. It uses the user's saved connection profiles; pass
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    Apache 2.0
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    Provides read-only access to a Mailfact tenant, letting users list domains, sending sources, and aggregate reports, and query DMARC alignment, reporter coverage, and record-level data through MCP tools. It returns counts and rows only, without recommending policies or scoring domains.
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    15 npm
    MIT
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    Enables interaction with the ChartMogul API to manage subscription data, customer relationships, and sales CRM activities. It allows users to retrieve key business metrics like MRR and churn while performing data operations on plans, invoices, and contacts.
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    Enables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.
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    31,819 PyPI
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    MIT
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    Enables management of PagerDuty incidents, services, schedules, and more directly from MCP-enabled clients, with embedded interactive UIs for incident command center, on-call management, and other features.
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    Apache 2.0
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    Gives Claude, Cursor and any other MCP client read-only access to an EyalSec account, so users can search and inspect security events, trace untrusted data to its sink, and check machine, run, rule and account status through plain-language questions. No write operations exist, so a full-access key still cannot change anything through it.
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    34 PyPI
    MIT
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    MCP server exposing Dashbrr's REST API as tools, so an LLM can read and manage a dashbrr instance: configured services, per-service health, and summary panels for many apps. Write tools cover settings management, download-queue deletes, Overseerr approvals, UI preferences, and the Plex auth PIN flow.
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    MIT
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    Enables MCP clients to inspect Google Play releases, reviews, Android vitals, and scoped bulk reports, and to prepare explicitly authorized changes using locally supplied service-account credentials. Reads are default, while optional writes and sensitive reads require explicit configuration and single-use execution.
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    29 PyPI
    AGPL 3.0
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    A Model Context Protocol server that lets AI assistants interact with the Sentry API to retrieve and analyze error data, manage projects, and monitor application performance.
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    ISC
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    A server that provides access to Alibaba Cloud resources including ECS, VPC, and CloudMonitor through API and OOS implementations, enabling resource management and monitoring via a unified interface.
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    Apache 2.0
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    Gives AI agents strictly read-only query access to PostgreSQL, Oracle, Cosmos DB, Blob Storage, Log Analytics, and Redis, returning each query as a paged or downloadable result set in Parquet or NDJSON rather than inline rows.
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    MIT
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    Enables AI agents to query OriginChain's telemetry agent for log patterns, semantic incident analysis, distributed traces, service graphs, and read-only SQL queries over telemetry data.
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    4 npm
    MIT
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    API documentation drifts away from the running service, so consumers integrate against a contract nobody keeps. Routebase keeps API design, testing, mocking and documentation on one living source of truth, and this MCP server lets AI agents work in that workspace under the permissions of the connected account.
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    105 npm
    MIT
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    Read-only PostgreSQL performance auditing via MCP. Collects metrics from PostgreSQL system views, applies deterministic checks for index, query, vacuum, configuration, and connection issues, and returns structured findings for MCP clients.
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    MIT
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    Zero-dependency, single-file MCP server for Termux/Android, Raspberry Pi, and Linux. No external dependencies required.
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    MIT
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    An MCP server providing AI assistants read-only access to Inforcer Microsoft 365 governance data, including tenants, baselines, policies, and audit logs, with one write action to trigger assessments.
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    Apache 2.0
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    Gives any MCP client outcome-oriented tools to find official primary-source documents, read their facts with provenance, count the corpus, and check ingestion-pipeline health. Runs over stdio locally or as a bearer-token Streamable HTTP service, with toolsets enabled per deployment.
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    MIT
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    Enables MCP clients to query an organization's Traceorb telemetry data through the same GETs the panel uses, using a read key for authentication.
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    18 npm
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    MIT
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    Enables interaction with the Mackerel monitoring platform, providing tools to manage alerts, hosts, dashboards, services, monitors, and traces.
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    192 npm
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    Apache 2.0
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    Enables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.
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    An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-powered security incident analysis and management.
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    Ask an AI about your Minecraft server and let it run it: players, worlds, stats, and live events. It talks to a Paper, Fabric, or NeoForge server, or a singleplayer world, through the WorldAPI plugin.
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    Enables AI assistants to interact with self-hosted Dynatrace Managed environments to retrieve observability data, security insights, and performance metrics. It allows users to query problems, logs, events, and SLOs through natural language interfaces in both local and remote modes.
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    Apache 2.0
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    Ask your AI agent about your MCP servers: which tools fail, how a release compares, what clients look for and do not find. Reads from mcpspan with a read token.
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    MIT
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    MCP server that exposes plugin crash reports from a crash reporting site to Claude, enabling querying and managing crash data via tools like listing frequent crashes, searching, adding comments, and managing plugins.
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    MIT

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