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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
51351	linkedin-web-scrapper-mcp-server Claim Provides tools for searching LinkedIn profiles and extracting names, URLs, and …	—	○ ⏳	—	N/A	N/A	—	—	—
51352	mcp-seo-audit Claim Technical SEO site audit MCP: health score, issues, robots, sitemap, JSON-LD.	—	○ ⏳	—	N/A	N/A	—	—	—
51353	Google Scholar Claim Search Google Scholar for academic papers, citations, and author profiles.	—	○ ⏳	—	—	—	—	—	—
51354	mcp-database-server Claim Provides Claude with database access capabilities, supporting SQLite, SQL Serve…	—	○ ⏳	—	—	—	—	—	—
51355	drishti Claim Indian media intelligence — bilingual sentiment, Tier 1 credibility, story clus…	—	○ ⏳	—	—	—	—	—	—
51356	WingmanProtocol Agent Gateway Claim Durable self for AI agents: one-call resume, memory, real browser, free chat + …	—	○ ⏳	—	—	—	—	—	—
51357	treesitter-mcp Claim An MCP server and CLI that uses Tree-sitter to parse and analyze code.	—	○ ⏳	—	N/A	N/A	—	—	—
51358	mcp_music_server Claim MCP server that enables LLMs to search, play, and manage music from multiple pl…	—	○ ⏳	—	—	—	—	—	—
51359	yaml-ai-mcp Claim AI-powered yaml ai MCP server for agents. Supports validate yaml, convert yaml …	—	○ ⏳	—	N/A	N/A	—	—	—
51360	discord-ops Claim A Discord MCP server with multi-guild project routing, enabling messaging, mode…	—	○ ⏳	—	—	—	—	—	—
51361	mcp-fsolar Claim MCP server that connects to Felicity Solar cloud battery data, allowing natural…	—	○ ⏳	—	—	—	—	—	—
51362	Banco MCP Claim Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…	—	○ ⏳	—	—	—	—	—	—
51363	dbSNP MCP Plugin Claim An MCP plugin that provides access to NCBI's dbSNP database, allowing developer…	—	○ ⏳	—	N/A	N/A	—	95	—
51364	Apple Shortcuts MCP Server Claim Enables the generation, management, and validation of Apple Shortcuts (.shortcu…	—	○ ⏳	—	—	—	—	81	—
51365	Companies House Claim Companies House MCP — UK statutory company registry (BYO key)	—	○ ⏳	—	—	—	—	—	—
51366	Gemini Image Gen MCP Server Claim Enables AI image generation, editing, and upscaling via Google Gemini and Image…	—	○ ⏳	—	—	—	—	81	—
51367	mcp Claim Visual-diff & change-detection tools that catch agentic UI drift for coding age…	—	○ ⏳	—	N/A	N/A	—	—	—
51368	Gdelt Claim GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)	—	○ ⏳	—	—	—	—	—	—
51369	web-automation-mcp Claim An MCP server that enables Claude Code CLI to interact with Cloud Desktop, Chat…	—	○ ⏳	—	N/A	N/A	—	—	—
51370	Bloopo — AI Ad & Creative Studio Claim Turn one sentence into finished ads: video ads, UGC, product photos, voiceover,…	—	○ ⏳	—	—	—	—	—	—
51371	Finance Agent MCP Server Claim MCP server for personal finance management and investment tracking with real-ti…	—	○ ⏳	—	N/A	N/A	—	—	—
51372	catalog-api Claim Agent-native product catalog: 300M+ products across US+SEA. Search, compare, de…	—	○ ⏳	—	—	—	—	—	—
51373	fortytwo-guide Claim A semantic-memory MCP server that stores text 'memories' with provenance and en…	—	○ ⏳	—	N/A	N/A	—	—	—
51374	cy-excel-mcp Claim Parses WeChat order messages, merges follow-up updates, and writes structured o…	—	○ ⏳	—	—	—	—	—	—
51375	Facebook Ads Library MCP Server Claim Enables searching and analyzing Facebook's public ads library to see what compa…	—	○ ⏳	—	—	—	—	81	—
51376	SignalEDI Claim EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…	—	○ ⏳	—	N/A	N/A	—	—	—
51377	Calaf Seed Tools Claim 1 Author and validate Calaf workspace seeds against the app's real importer. No a…	—	○ ⏳	—	—	—	—	67	—
51378	emplyx Claim Emplyx HR Platform - 346+ tools for employees, schedules, time tracking & payro…	—	○ ⏳	—	N/A	N/A	—	83	—
51379	canaryusers Claim 1 A flock of AI users tests your deployed app and reports where real people get s…	—	○ ⏳	—	—	—	—	67	—
51380	meok-vehicle-handover-mcp Claim Vehicle handover compliance — NAMA Vehicle Grading, BVRLA Fair Wear & Tear, pho…	—	○ ⏳	—	N/A	N/A	—	95	—
51381	Memos MCP Server Claim MCP server for creating, listing, updating, deleting memos, and managing attach…	—	○ ⏳	—	N/A	N/A	—	—	—
51382	aep Claim Full-CRUD Adobe Experience Platform server: 48 tools for schemas, ingestion, pr…	—	○ ⏳	—	N/A	N/A	—	—	—
51383	Cisco Catalyst SD-WAN MCP Server Claim Exposes Cisco Catalyst SD-WAN Manager (vManage) REST API as MCP tools, enabling…	—	○ ⏳	—	N/A	N/A	—	—	—
51384	claudit Claim Enables searching over 20,000+ smart contract audit findings from Solodit, with…	—	○ ⏳	—	—	—	—	81	—
51385	ko-mcp-worker Claim Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MC…	—	○ ⏳	—	—	—	—	—	—
51386	Google Cloud MCP Server Claim Provides tools and context for interacting with Google Cloud services, enabling…	—	○ ⏳	—	N/A	N/A	—	—	—
51387	af360 Claim 1 Watches your local projects and sites read-only and names what would be lost.	—	○	—	N/A	N/A	—	81	—
51388	Compeller Claim Create and track AI music videos and audio-reactive visuals from songs.	—	○ ⏳	—	—	—	—	—	—
51389	vibemap-mcp Claim Load & create VibeMap product specs from your coding agent; sync build progress.	—	○ ⏳	—	N/A	N/A	—	—	—
51390	agentmart Claim First AI Agent e-commerce marketplace with 74+ AI products, MCP protocol, and A…	—	○ ⏳	—	—	—	—	—	—
51391	nve-mcp Claim Norwegian flood & landslide hazard data from NVE, by WGS84 coordinate.	—	○ ⏳	—	N/A	N/A	—	—	—
51392	mcp-sec-xbrl Claim Wraps the SEC EDGAR XBRL API to query financial data from SEC filings via natur…	—	○ ⏳	—	—	—	—	—	—
51393	travel-monitor-launch Claim Remote MCP server for hotel rate monitoring and pricing workflows via Apify. It…	—	○ ⏳	—	N/A	N/A	—	95	—
51394	Labby Claim Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, an…	—	○ ⏳	—	N/A	N/A	—	—	—
51395	mcp-openapi-bridge Claim Bridges any OpenAPI 3.x REST API to Claude Code by automatically generating one…	—	○ ⏳	—	—	—	—	—	—
51396	Family Office Knowledge Graph Claim Family Office Knowledge Graph: read-only MCP door over the public record. Agent…	—	○ ⏳	—	—	—	—	—	—
51397	FGAC.ai: Multiple Gmail Accounts, Googl… Claim Multiple Gmail accounts, editable Google Sheets & Docs for AI agents. Deny-by-d…	—	○ ⏳	—	—	—	—	—	—
51398	YourMemory Claim Persistent memory for AI agents. Memories decay with time and strengthen on rec…	—	○ ⏳	—	N/A	N/A	—	81	—
51399	IzmirMCP Claim MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…	—	○ ⏳	—	—	—	—	—	—
51400	Notion Weaver Claim Enables AI workflows to integrate with Notion workspaces, supporting page and d…	—	○ ⏳	—	—	—	—	81	—

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