"Headless CMS platform Strapi" matching MCP servers:

• RunWhen Platform MCP

  runwhen-contrib

  A

  license

  A

  quality

  C

  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 2026-08-05

  47

  1

  Apache 2.0

• mcp-mat

  codelipenghui

  A

  license

  B

  quality

  C

  maintenance

  Headless MCP server for Eclipse MAT that enables analyzing Java heap dumps using built-in commands, OQL queries, and predefined reports.

  Last updated 2026-03-19

  6

  43

  24

  Apache 2.0
• 

  Sciple Platform MCP Serverofficial

  sciple-idp

  F

  license

  -

  quality

  A

  maintenance

  Enables AI assistants to manage Sciple platform content including environments, services, dashboards, runbooks, projects, and tickets through the Sciple REST API.

  Last updated 2026-06-25

• 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

• Agentic Log Search Platform

  kalavakuntabharathkumar

  F

  license

  -

  quality

  D

  maintenance

  Enables ingestion and full-text search of Windows application logs via MCP tools. Supports dual-backend indexing with Elasticsearch and SQLite for fast retrieval.

  Last updated 2026-07-30

• lumics-mcp

  ZenixSolutions

  A

  license

  A

  quality

  B

  maintenance

  A Model Context Protocol (MCP) server that lets an AI assistant read and operate the Lumics network monitoring platform via its REST API.

  Last updated 2026-07-31

  2

  118

  MIT
• 

  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 2026-07-27

  9

  2

  Apache 2.0

• agent-observability-mcp

  AgentIA1984-cmd

  A

  license

  A

  quality

  B

  maintenance

  MCP server for AI agent observability, providing trace and span logging, search, latency/tokens/cost metrics, and anomaly detection using an in-memory buffer.

  Last updated 2026-07-28

  6

  49

  MIT

• token-meter

  whdrnr2583-cmd

  A

  license

  A

  quality

  A

  maintenance

  Local-first dashboard + MCP server that parses Claude Code and Codex JSONL files into a SQLite cost / token tracker. Per-MCP and per-tool breakdown, session drill-down, dedup by request_id; never talks to vendor APIs

  Last updated 2026-07-18

  5

  80

  1

  MIT

• CLS MCP Server

  Tinker-LGD2026

  A

  license

  A

  quality

  D

  maintenance

  Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CLS), enabling log analysis, PromQL metrics queries, and resource management. It allows AI assistants to perform CQL/SQL retrieval, manage alarm strategies, and handle data processing tasks with tiered permission controls.

  Last updated 2026-04-02

  24

  6

  Apache 2.0

• 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

• 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

• datanika-mcp

  datanika-io

  A

  license

  A

  quality

  A

  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
• 

  sifflet-mcpofficial

  siffletdata

  A

  license

  A

  quality

  C

  maintenance

  Enables data observability operations with the Sifflet platform. Supports exploring assets, monitors, incidents, generating monitor-as-code YAML from descriptions, and performing impact analysis.

  Last updated 2026-06-26

  10

  7

  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

  23

  MIT
• 

  LangSmith MCP Serverofficial

  langchain-ai

  A

  license

  A

  quality

  B

  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 2026-08-05

  13

  131

  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

  16

  3

  MIT

• apple-log-mcp

  BBC6BAE9

  F

  license

  A

  quality

  C

  maintenance

  Local MCP server for Apple platform console, unified, and diagnostic logs. Enables listing devices and capturing live logs from simulators and real devices.

  Last updated 2026-07-08

  5

• MCP Server for Coroot

  jamesbrink

  A

  license

  B

  quality

  C

  maintenance

  A Model Context Protocol server that provides seamless integration with Coroot observability platform, enabling monitoring of applications, analysis of performance metrics, examination of logs and traces, and management of infrastructure through Coroot's comprehensive API.

  Last updated 2025-07-27

  61

  16

  MIT

• JVM MCP Server

  xzq-xu

  A

  license

  B

  quality

  F

  maintenance

  A JVM monitoring and control platform server based on Arthas that provides a Python interface for monitoring and analyzing Java processes with capabilities for thread analysis, memory monitoring, and performance diagnostics.

  Last updated 2026-03-30

  16

  88

  MIT