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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
39451	PWA Debug Layer Claim Debug PWAs in your real browser via MCP: service-worker, cache, installability …	—	○ ⏳	—	N/A	N/A	—	95	—
39452	MCP Memory Claim 1 An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…	—	○ ⏳	—	—	—	—	81	—
39453	Digital Twin MCP Server Claim 1 MCP server for Digital Twin learner data, providing tools for AI Guide to explo…	—	○ ⏳	—	—	—	—	81	—
39454	pg-mcp Claim Enables read-only PostgreSQL database access with query, table listing, and sch…	—	○ ⏳	—	—	—	—	—	—
39455	jobs-tools-knowledgebase Claim A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…	—	○ ⏳	—	N/A	N/A	—	—	—
39456	Moodle Developer Documentation MCP Serv… Claim A Model Context Protocol (MCP) server that provides seamless access to Moodle d…	—	○ ⏳	—	—	—	—	—	—
39457	Dawarich MCP Claim Enables interaction with Dawarich location history through tools for maps, stat…	—	○ ⏳	—	—	—	—	—	—
39458	booking_chest Claim MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…	—	○ ⏳	—	N/A	N/A	—	—	—
39459	Decay Memory Claim An MCP server that gives AI agents persistent, forgetting memory with layered d…	—	○ ⏳	—	N/A	N/A	—	—	—
39460	FastMCP Webinar Demo Server Claim An MCP server with six tools including web search, URL fetching, math calculati…	—	○ ⏳	—	N/A	N/A	—	—	—
39461	Boomi MCP Server Claim Secure MCP server for Boomi Platform API integration with Claude Code. Enables …	—	○ ⏳	—	—	—	—	—	—
39462	Red Hat API MCP Server Claim Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…	—	○ ⏳	—	—	—	—	—	—
39463	loinc-mcp Claim Enables searching LOINC codes and retrieving detailed information including pan…	—	○ ⏳	—	N/A	N/A	—	—	—
39464	Boardstate MCP Server Claim Enables AI agents to compose and edit dashboards through MCP tools, allowing th…	—	○ ⏳	—	—	—	—	—	—
39465	PurelyMail MCP Server Claim Provides AI assistants with access to PurelyMail's email management API, enabli…	—	○ ⏳	—	—	—	—	—	—
39466	weflow-mcp Claim Enables to access and manage WeChat data (sessions, contacts, Moments) through …	—	○ ⏳	—	N/A	N/A	—	—	—
39467	Fellow Aiden brew.link MCP server Claim Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…	—	○ ⏳	—	—	—	—	—	—
39468	mcp-bridge Claim Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …	—	○ ⏳	—	N/A	N/A	—	—	—
39469	minecraft-developing-mcp Claim MCP server that helps AI agents inspect Minecraft project evidence (crash logs,…	—	○ ⏳	—	N/A	N/A	—	—	—
39470	Ansim Dolbom Assistant Claim Enables caregivers to log daily care activities and generate draft notification…	—	○ ⏳	—	—	—	—	—	—
39471	Weekness — Week & Calendar Utilities Claim MCP server with ISO week and calendar tools for date conversion, week math, and…	—	○ ⏳	—	N/A	N/A	—	—	—
39472	Font MCP Claim An expert design advisor MCP server that researches live discussions, scans pro…	—	○ ⏳	—	N/A	N/A	—	—	—
39473	Elgato MCP Server Claim Bridges AI assistants with Elgato apps via IPC, enabling dynamic tool discovery…	—	○ ⏳	—	N/A	N/A	—	—	—
39474	YouTube Transcript MCP Server Claim Enables fetching, searching, and summarizing YouTube video transcripts with mul…	—	○ ⏳	—	N/A	N/A	—	—	—
39475	thincms-mcp Claim MCP server for ThinCMS that gives AI agents typed tool access to manage content…	—	○ ⏳	—	—	—	—	—	—
39476	ClockifyMCP Claim Enables personal Clockify time tracking through ChatGPT and other MCP clients, …	—	○ ⏳	—	—	—	—	—	—
39477	sex Claim	—	○ ⏳	—	N/A	N/A	—	95	—
39478	ultramem-mcp Claim Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…	—	○ ⏳	—	—	—	—	—	—
39479	mcp-fssp Claim MCP server for checking Russian FSSP (Federal Bailiff Service) debts, enabling …	—	○ ⏳	—	—	—	—	—	—
39480	agent-orchestrator Claim Enables multi-model leader-worker agent orchestration, workflow execution, and …	—	○ ⏳	—	—	—	—	—	—
39481	ai-books-mcp-server Claim Extends large language model context length up to 60 times using gravitational …	—	○ ⏳	—	N/A	N/A	—	—	—
39482	Kaggle MCP Server Claim Enables AI assistants to interact with Kaggle competitions, including listing c…	—	○ ⏳	—	—	—	—	—	—
39483	plunk-mcp Claim A Model Context Protocol server for Plunk, the open-source self-hosted email pl…	—	○ ⏳	—	—	—	—	—	—
39484	Pixel Forge MCP Claim Enables creating and editing pixel art through an MCP interface, with a live br…	—	○ ⏳	—	—	—	—	—	—
39485	Solplanet MCP Claim MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…	—	○ ⏳	—	N/A	N/A	—	—	—
39486	things3-mcp-gtd Claim An MCP server for Things 3 on macOS that enables AI assistants to manage tasks …	—	○ ⏳	—	N/A	N/A	—	—	—
39487	ansible-galaxy-mcp Claim An MCP server that lets AI agents discover Ansible Galaxy collection input/outp…	—	○ ⏳	—	—	—	—	—	—
39488	personal-timesheet-mcp Claim MCP server providing CRUD operations for timesheet management via REST API endp…	—	○ ⏳	—	—	—	—	—	—
39489	RentHuman Claim Hire real humans in Russia for physical-world tasks — storefront photos, addres…	—	○ ⏳	—	—	—	—	—	—
39490	Centrapay MCP Server Claim Enables interaction with the Centrapay payments API for testing NZ payment flow…	—	○ ⏳	—	—	—	—	—	—
39491	Agent Search MCP Claim Free multi-source search for AI agents with multi-source verification, token sa…	—	○ ⏳	—	—	—	—	—	—
39492	CUA MCP Server Claim Enables autonomous desktop automation by delegating tasks to vision-based agent…	—	○ ⏳	—	—	—	—	—	—
39493	remote-mcp-server-authless Claim Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…	—	○ ⏳	—	—	—	—	—	—
39494	CustomGPT MCP Server Claim Enables interaction with CustomGPT.ai agents through the Model Context Protocol…	—	○ ⏳	—	N/A	N/A	—	—	—
39495	mcp-test2 Claim Compute products instantly and accurately. Reduce manual calculations and error…	—	○ ⏳	—	N/A	N/A	—	95	—
39496	sqlite-mcp-server Claim A read-only MCP server that enables LLMs to safely explore and query any SQLite…	—	○ ⏳	—	N/A	N/A	—	95	—
39497	microquery-mcp Claim MCP server to ask research questions about real-world datasets and get actual d…	—	○ ⏳	—	—	—	—	—	—
39498	mcp-pymilvus-code-generate-helper Claim An MCP server that retrieves relevant code snippets and documents to assist in …	—	○ ⏳	—	—	—	—	—	—
39499	openmemory-rag-mcp Claim MCP server for importing documents into OpenMemory RAG knowledge base. Supports…	—	○ ⏳	—	N/A	N/A	—	—	—
39500	airflow-mcp-server Claim Enables Claude to inspect and operate Apache Airflow over its REST API, providi…	—	○ ⏳	—	—	—	—	—	—

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