changedetection-mcp
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- FlicenseNot gradedqualityAmaintenanceEnables LLM agents to drive full web crawling and scraping through conversation by exposing tools for fetching, extracting, crawling, and screenshotting over stdio or SSE.-
- AlicenseNot gradedqualityCmaintenanceExposes any OpenAPI spec endpoints as AI agent tools via stdio, requiring no code generation or maintenance.18MIT
- AlicenseNot gradedqualityAmaintenanceConnects MCP-compatible AI agents to an anti-detection browser server, providing 47 tools for navigation, interaction, observation, search, downloads, sessions, and batch workflows. Supports multi-tab state, persistent profiles, cookie import, accessibility snapshots, and stdio or HTTP transports.201 npmMIT
- AlicenseBqualityAmaintenanceEnables a small local AI model to discover, describe, run, undo, and verify deterministic tools over JSON-RPC on stdio, with previews and approval gates for changes.10AGPL 3.0

Evo CRM MCPofficial
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TDQS
Scored across 28 tools
Most tools target clear resource/action combinations, so an agent can usually select correctly. Minor overlap exists between recheck_tag and recheck_all with a tag filter, and dedicated state/mute tools vs general update tools.
All tools use the changedetection_ prefix and snake_case, with a mostly predictable verb_noun pattern. A few exceptions like systeminfo and full_spec are noun-oriented rather than verb_noun.
The broad Changedetection API surface justifies many of the 28 tools, and most map to distinct operations. However, 28 is heavy for an MCP tool set, and some convenience variants could be consolidated.
The set covers the core domain well: watch CRUD, tag CRUD, notification management, history/snapshots/diffs, rechecks, search, import, and system inspection. No obvious lifecycle gaps stand out.