Facebook Scraper3 MCP Server

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One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

C2.7/5.0

Scored 2026-04-18 06:35 across 40 tools

Disambiguation3/5

The tool set has clear distinctions for major categories like pages, groups, profiles, and search, but there is significant overlap within categories that could cause confusion. For example, 'comments' and 'comments_2' have ambiguous boundaries, and multiple search tools (e.g., 'search_post', 'search_video', 'search_hashtag') might be misselected due to similar purposes. Descriptions help clarify some differences, but the overlap is notable.

Naming Consistency4/5

Most tools follow a consistent verb_noun or noun_verb pattern with underscores, such as 'browse_games', 'get_group_details', and 'search_events'. There are minor deviations like 'page_id' (noun_noun) and 'reshares' (noun only), but overall the naming is predictable and readable across the set.

Tool Count2/5

With 40 tools, the count is excessive for a scraper server, leading to potential bloat and complexity. While Facebook has many data types, this many tools suggests over-fragmentation rather than a well-scoped set, making it harder for agents to navigate efficiently. A more consolidated approach with 15-25 tools would be more appropriate.

Completeness4/5

The tool surface covers a wide range of Facebook entities comprehensively, including pages, groups, profiles, events, posts, comments, and various search functions. Minor gaps exist, such as limited update or delete operations (expected for scraping), but agents can perform most data retrieval tasks without significant dead ends in the core workflows.