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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
67651	openai-agents-mcp Claim MCP server that bridges OpenAI's Agents SDK with Claude Code, enabling web sear…	—	○ ⏳	—	—	—	—	—	—
67652	GSC MCP Server Claim A Model Context Protocol server that provides read-only access to Google Search…	—	○ ⏳	—	N/A	N/A	—	—	—
67653	mcp-cowork Claim A remote MCP server with OAuth and passphrase protection, providing a wide rang…	—	○ ⏳	—	—	—	—	—	—
67654	mcp-gsuite Claim Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…	—	○ ⏳	—	—	—	—	—	—
67655	CourtListener MCP Server Claim A comprehensive Model Context Protocol (MCP) server for accessing CourtListener…	—	○ ⏳	—	—	—	—	—	—
67656	wardrowbe-mcp Claim Exposes the Wardrowbe wardrobe API as MCP tools, enabling outfit suggestions, i…	—	○ ⏳	—	—	—	—	—	—
67657	Chrome DevTools for agents (chrome-devt… Claim Lets AI coding assistants control and inspect a live Chrome browser through MCP…	—	○ ⏳	—	N/A	N/A	—	—	—
67658	simuladorllm Claim	—	○ ⏳	—	N/A	N/A	—	95	—
67659	ComfyUI-MCP-Server-Python Claim Converts ComfyUI workflows into MCP tools for AI agents to generate images, vid…	—	○ ⏳	—	—	—	—	—	—
67660	audio-transcription-mcp Claim MCP server for audio transcription with speaker diarization. Transcribes MP3/WA…	—	○ ⏳	—	N/A	N/A	—	—	—
67661	abacatepay-mcp Claim MCP server for integrating with Abacate Pay API, enabling management of custome…	—	○ ⏳	—	—	—	—	—	—
67662	@striderlabs/mcp-airbnb Claim MCP server for Airbnb — lets AI agents search listings, check availability, man…	—	○ ⏳	—	N/A	N/A	—	—	—
67663	orchestrator-mcp Claim Multi-model agent orchestration MCP server that enables plan-code-review-delive…	—	○ ⏳	—	—	—	—	—	—
67664	AP Invoice Exception Review MCPB Claim Self-serve MCPB demo for accounts payable invoice exception review. It performs…	—	○ ⏳	—	N/A	N/A	—	—	—
67665	duckdb-iceberg-mcp Claim Enables AI assistants to query Apache Iceberg tables on S3 via AWS Glue Data Ca…	—	○ ⏳	—	—	—	—	—	—
67666	Pexip Infinity MCP Server Claim An MCP server that enables Claude and other LLM agents to manage and monitor Pe…	—	○ ⏳	—	—	—	—	—	—
67667	Brand Me Please Claim Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…	—	○ ⏳	—	—	—	—	81	—
67668	WealthTech MCP SSH Bridge Claim A read-only MCP server that exposes controlled SSH tools to inventory, document…	—	○ ⏳	—	—	—	—	—	—
67669	bing-ads-mcp Claim MCP server enabling AI assistants to manage Microsoft Advertising (Bing Ads) ca…	—	○ ⏳	—	N/A	N/A	—	—	—
67670	synapse-mcp Claim A Model Context Protocol (MCP) server that enables AI agent access to Synapse e…	—	○ ⏳	—	—	—	—	—	—
67671	Zotero Agent Claim An MCP server that embeds into Zotero, enabling AI agents to search, manage, en…	—	○ ⏳	—	N/A	N/A	—	—	—
67672	poe2-build-mcp Claim An MCP server for Path of Exile 2: a queryable game corpus plus Path-of-Buildin…	—	○ ⏳	—	N/A	N/A	—	—	—
67673	server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
67674	ollama-mcp Claim MCP server that lets Claude Code offload simple tasks like code explanation, wr…	—	○ ⏳	—	N/A	N/A	—	—	—
67675	opencode-lens Claim MCP server that enables inspecting, controlling, and safely automating live ope…	—	○ ⏳	—	N/A	N/A	—	—	—
67676	Blockbench MCP Claim Enables AI agents to interact with Blockbench, a 3D modeling tool for Minecraft…	—	○ ⏳	—	N/A	N/A	—	—	—
67677	ai-visibility-mcp Claim Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/Clau…	—	○ ⏳	—	—	—	—	—	—
67678	MCP Server Metasearch Claim A unified MCP server aggregating 15 web search and extraction tools across 5 pr…	—	○ ⏳	—	N/A	N/A	—	—	—
67679	insight-blueprint Claim A Python MCP server for hypothesis-driven data analysis, managing analysis desi…	—	○ ⏳	—	N/A	N/A	—	—	—
67680	@git-fabric/chat Claim An AI conversation management layer that enables creating chat sessions, persis…	—	○ ⏳	—	—	—	—	81	—
67681	mcp-nosdeputes-fr Claim Enables querying the French National Assembly data, including deputies, interve…	—	○ ⏳	—	—	—	—	—	—
67682	lsp-mcp Claim Enables AI assistants to interact with VS Code's language server protocol featu…	—	○ ⏳	—	N/A	N/A	—	—	—
67683	my-mcp-server Claim A TypeScript MCP server boilerplate providing example tools and resources for r…	—	○ ⏳	—	N/A	N/A	—	—	—
67684	KG Memory Claim An MCP server that implements a heavily typed knowledge graph memory system wit…	—	○ ⏳	—	N/A	N/A	—	—	—
67685	tool-smith Claim MCP server that routes natural language requests to structured tool calls using…	—	○ ⏳	—	N/A	N/A	—	95	—
67686	anygpt-discovery Claim Exposes 5 meta-tools that allow AI agents to autonomously discover and execute …	—	○ ⏳	—	N/A	N/A	—	—	—
67687	mimaworks/governance-mcp Claim MCP server for AI governance — push compliance evidence to Mima from any agent,…	—	○ ⏳	—	—	—	—	—	—
67688	Template MCP Server Claim A production-ready template for building Model Context Protocol servers in Pyth…	—	○ ⏳	—	—	—	—	—	—
67689	claude-bridge Claim An MCP server that lets host-side Claude Cowork dispatch work into Claude Code …	—	○ ⏳	—	N/A	N/A	—	—	—
67690	historical-investigator-mcp Claim Enables searching and retrieving historical records from the Library of Congres…	—	○ ⏳	—	—	—	—	—	—
67691	Google MCP Server Claim Enables appending to Google Docs and creating Gmail drafts with OAuth 2.0 authe…	—	○ ⏳	—	N/A	N/A	—	—	—
67692	RishiAI MCP Server Claim A Vedic astrology MCP server providing tools for natal charts, transits, compat…	—	○ ⏳	—	N/A	N/A	—	—	—
67693	mysql-mcp-server Claim 基于Node.js的MySQL MCP服务器，支持通过MCP协议安全操作MySQL数据库。	—	○ ⏳	—	—	—	—	—	—
67694	Agent Core Claim A local capability layer for AI agents providing persistent memory, credential …	—	○ ⏳	—	N/A	N/A	—	—	—
67695	MCP Server for Gemini CLI Agent Orchest… Claim Flask-based server that exposes callable tools via HTTP endpoints for AI agents…	—	○ ⏳	—	—	—	—	—	—
67696	hko-mcp Claim MCP server with basic demonstration of getting weather from Hong Kong Observato…	—	○ ⏳	—	N/A	N/A	—	95	—
67697	homelab-ai Claim Self-hosted AI orchestrator that monitors and manages homelab services, exposin…	—	○ ⏳	—	N/A	N/A	—	—	—
67698	Handled Personalizer MCP Claim Generates AI-written personalized cold email opening lines from a prospect's we…	—	○ ⏳	—	—	—	—	—	—
67699	url-ai-mcp Claim Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built …	—	○ ⏳	—	N/A	N/A	—	—	—
67700	lego-mcp Claim An MCP server that enables LLMs to build physically valid Lego models by enforc…	—	○ ⏳	—	N/A	N/A	—	—	—

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