"Slack communication and collaboration platform" matching MCP servers:

• RunWhen Platform MCP

  runwhen-contrib

  A

  license

  A

  quality

  A

  maintenance

  Lets your coding agent talk to the RunWhen platform — workspace chat, issues, SLXs, run sessions, and the Tool Builder — over the Model Context Protocol. Enables workspace chat with AI assistant, task authoring via Tool Builder, and direct data access to workspaces, issues, SLXs, run sessions, and more.

  Last updated 2026-07-17

  45

  1

  Apache 2.0

• GCP Billing and Monitoring MCP

  RadiumGu

  A

  license

  C

  quality

  D

  maintenance

  Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.

  Last updated 2025-12-15

  40

  1

  Apache 2.0

• AI Detection Engineering

  Simoon896

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that enables conversational interaction with Wazuh SIEM, allowing users to investigate alerts, hunt threats, tune false positives, edit rules, and run security actions via natural language.

  Last updated 2026-07-05

  MIT

• GDP MCP Tools

  asuar16

  F

  license

  -

  quality

  D

  maintenance

  MCP server for Grubhub Data Platform operations, providing 40+ tools across 18 service categories for data platform management, observability, analytics, and collaboration.

  Last updated 2026-04-24
• 

  freeplay-mcpofficial

  freeplayai

  A

  license

  A

  quality

  A

  maintenance

  Enables AI agents to interact with Freeplay, an ops platform for AI engineering teams, to analyze production logs, identify quality issues, iterate on prompts and agents using real data, and run experiments before deploying.

  Last updated 2026-07-20

  9

  2

  Apache 2.0

• web perception

  asume21

  A

  license

  A

  quality

  B

  maintenance

  Give your AI ears and eyes and perception

  Last updated 2026-07-11

  4

  35

  1

  MIT

• Sentry MCP Server

  elad12390

  A

  license

  A

  quality

  C

  maintenance

  Enables searching and analyzing Sentry issues, events, and traces via natural language, providing tools for error investigation and distributed tracing.

  Last updated 2026-06-30

  4

  MIT

• OpenShift MCP Server

  junzzhu

  F

  license

  A

  quality

  D

  maintenance

  Enables diagnostics and troubleshooting of OpenShift clusters through storage analysis, resource monitoring, GPU utilization tracking, and pod health checks using Prometheus metrics and the oc CLI.

  Last updated 2025-12-15

  11

• beacon-mcp

  HyperBDR

  A

  license

  A

  quality

  C

  maintenance

  MCP server for the beacon log analytics platform, exposing beacon's REST API as MCP tools and resources for AI agents to query and analyse AI-assistant usage data.

  Last updated 2026-06-16

  11

  MIT

• kubopt

  kubeopt

  A

  license

  A

  quality

  A

  maintenance

  Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE — directly from Claude

  Last updated 2026-07-19

  6

  12

  Apache 2.0

• Uptrace MCP Server

  dimonb

  F

  license

  A

  quality

  D

  maintenance

  An MCP server for the Uptrace observability platform that enables querying traces, spans, logs, and metrics through natural language. It provides tools for error analysis, service discovery, and trace visualization within MCP-compatible clients.

  Last updated 2026-03-02

  11

  2

• Performance Analysis MCP

  Sindhura30

  F

  license

  A

  quality

  C

  maintenance

  Collects page performance metrics using Playwright, CDP, and Lighthouse, and returns a normalized PerformanceReport.

  Last updated 2026-06-07

  1

  1
• 

  Scout Monitoring MCPofficial

  scoutapp

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.

  Last updated 2026-06-20

  13

  29

  MIT

• datanika-mcp

  datanika-io

  A

  license

  A

  quality

  B

  maintenance

  Read-only-by-default MCP server for Datanika, an open-source dlt + dbt-core data pipeline platform: browse connections, introspect and preview source tables, compile and run dbt transformations, and monitor pipeline runs. 25 tools (17 read-only, plus 8 write tools gated behind --allow-write); source lives in the datanika-mcp/ subdirectory of the repo.

  Last updated 2026-07-23

  25

  AGPL 3.0

• EBS CloudWatch Metrics MCP

  codemonkyu

  F

  license

  A

  quality

  -

  maintenance

  Provides tools to query and calculate AWS EBS performance metrics from CloudWatch, including IOPS, throughput, and latency. It also enables users to manage snapshots and retrieve advanced diagnostic data like I/O utilization and burst balance.

  Last updated 2026-01-28

  7

• umami-analytics-mcp

  matious89pl

  A

  license

  A

  quality

  B

  maintenance

  A security-first MCP server for Umami analytics (Cloud and self-hosted v3) enabling analytics, reporting, and administration with least privilege and credential-safe design.

  Last updated 2026-06-30

  32

  8

  MIT

• @mithung/vunet-mcp-server

  mithung-vunet

  A

  license

  A

  quality

  D

  maintenance

  Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant observability platform integration. Query metrics, traces, logs, and data models from your Vunet tenants using natural language through AI assistants like Claude, GitHub Copilot, or any MCP-compatible client.

  Last updated 2026-04-15

  4

  12

  MIT
• 

  LangSmith MCP Serverofficial

  langchain-ai

  A

  license

  A

  quality

  C

  maintenance

  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.

  Last updated 2026-07-20

  13

  128

  MIT

• wazuh-mcp

  lidless-labs

  A

  license

  A

  quality

  A

  maintenance

  An MCP server for the Wazuh SIEM/XDR platform that enables users to query agents, security alerts, detection rules, and decoders through Claude or other MCP clients. It provides specialized tools and prompts for investigating security alerts, performing agent health checks, and generating environmental security overviews.

  Last updated 2026-07-14

  28

  184

  3

  MIT

• selfhosted-sentry-mcp

  HieuAnh87

  A

  license

  A

  quality

  A

  maintenance

  MCP server for self-hosted Sentry instances, providing tools to query and triage issues and events, inspect stack frames, manage releases, and access raw Sentry API.

  Last updated 2026-05-16

  24

  25

  7

  MIT