meta-mcp-py
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- AlicenseAqualityCmaintenanceEnables direct management of Facebook Pages and linked Instagram Business/Creator accounts through the official Meta Graph API, including posting, scheduling, reading and responding to comments, and viewing insights.20MIT
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- AlicenseNot gradedqualityBmaintenanceConnects Facebook Business Pages to AI assistants so they can query page and post insights, engagement metrics and audience demographics, publish posts, photos, videos, reels and stories, and moderate comments through natural language. Supports granular, per-account read-only or read-and-write permissions with destructive actions disabled by default.MIT
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TDQS
Scored across 56 tools
Most tools are distinct by platform and resource, but there is real overlap: reply_to_comment covers Facebook or Instagram while ig_reply_to_comment exists separately, and audience_overview overlaps with get_page_audience and get_ig_audience_demographics. The many publish-from-URL vs publish-from-file variants also add ambiguity despite clear descriptions.
The dominant snake_case verb_noun pattern is good, but there are notable deviations: graph_get, token_permissions, token_info, account_summary, follower_growth, audience_overview, and ig_publish_* reverse the platform/verb order compared to publish_page_*. The set is readable, but not predictable enough for a high consistency score.
56 tools is extreme for an MCP server and clearly above the 50+ threshold. Many tools are variants of the same underlying operation (URL vs local file uploads, Facebook vs Instagram replies), so the set could be significantly consolidated without losing capability.
The server covers a wide range of Facebook, Instagram, Threads, and custom-audience workflows, including publish, insights, comments, and audience management. However, notable gaps exist: no update for posts or audiences, no delete for Threads or Facebook comments, no Instagram story publishing, and graph_get is read-only so it cannot fill mutation gaps.