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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
40151	mcp-data-loireatlantique Claim Search, explore, and query open data from Loire-Atlantique (France) via natural…	—	○ ⏳	—	—	—	—	—	—
40152	MCP Agent Toolkit Claim Enables agents to share state via a blackboard, record and retrieve failure res…	—	○ ⏳	—	N/A	N/A	—	—	—
40153	Obsidian Lumina MCP Claim A Model Context Protocol server that enables semantic vector search over Obsidi…	—	○ ⏳	—	N/A	N/A	—	—	—
40154	Airtable MCP Server Claim MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…	—	○ ⏳	—	—	—	—	—	—
40155	pm-agents Claim A multi-agent product-management copilot that automates morning briefings, metr…	—	○ ⏳	—	N/A	N/A	—	—	—
40156	LinkedIn MCP Server Claim Allows AI agents to authenticate with LinkedIn and share posts or links via the…	—	○ ⏳	—	N/A	N/A	—	—	—
40157	devrecall Claim Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…	—	○ ⏳	—	N/A	N/A	—	—	—
40158	mcp-developers Claim 1 Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync	—	○	—	N/A	N/A	—	69	—
40159	Runbook MCP Server Claim Integrates with Runbook to allow listing, reading, searching, creating, and upd…	—	○ ⏳	—	—	—	—	—	—
40160	indian-stock-market-mcp Claim MCP server providing real-time Indian stock market data through 15 tools, inclu…	—	○ ⏳	—	—	—	—	—	—
40161	ESP32-C3 MCP Music Server Claim Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…	—	○ ⏳	—	—	—	—	81	—
40162	MCP JSON Maker Claim Enables AI to create, edit, and batch generate JSON data with advanced rule eng…	—	○ ⏳	—	—	—	—	81	—
40163	Framesleuth Claim Local bug-reproduction video analysis tool that processes bug recordings frame-…	—	○ ⏳	—	N/A	N/A	—	—	—
40164	sicry Claim Enables AI agents to access Tor hidden services and the dark web through tools …	—	○ ⏳	—	N/A	N/A	—	—	—
40165	fh6-tuner Claim An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuni…	—	○ ⏳	—	N/A	N/A	—	—	—
40166	PyForge IDE Claim Enables Python code execution in a sandboxed environment with virtual file syst…	—	○ ⏳	—	N/A	N/A	—	95	—
40167	MCP Todo Server Claim A CRUD todo list server that exposes tools to create, list, and conclude tasks,…	—	○ ⏳	—	N/A	N/A	—	—	—
40168	mcp-augment Claim Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…	—	○ ⏳	—	N/A	N/A	—	—	—
40169	Arkana Claim An MCP server that provides 294 malware analysis tools behind an AI-driven inte…	—	○ ⏳	—	—	—	—	—	—
40170	news-mcp Claim Agentic NewsAPI.org MCP server with semantic search, article versioning, Chroma…	—	○ ⏳	—	—	—	—	—	—
40171	mcp-bridge Claim MCP server for Cocos Creator that enables AI tools to automate scene editing, r…	—	○ ⏳	—	N/A	N/A	—	—	—
40172	remote-mcp-server-authless Claim Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…	—	○ ⏳	—	—	—	—	—	—
40173	spiderchat-mcp-server Claim Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…	—	○ ⏳	—	—	—	—	—	—
40174	BioCite-MCP Claim BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…	—	○ ⏳	—	—	—	—	—	—
40175	LogicMem MCP Server Claim Provides persistent memory, reasoning, agent-to-agent sharing, and immutable au…	—	○ ⏳	—	—	—	—	—	—
40176	QuickBooks Online MCP Server Claim Provides 55 tools for managing QuickBooks entities like customers, invoices, an…	—	○ ⏳	—	—	—	—	—	—
40177	agentbridge Claim A unified gateway for AI agent tools that provides a single MCP stdio endpoint …	—	○ ⏳	—	N/A	N/A	—	—	—
40178	music-assistant-mcp Claim Enables AI assistants to control Music Assistant for music search, library brow…	—	○ ⏳	—	—	—	—	—	—
40179	hourledger-mcp Claim MCP server that calculates work hours, overtime, and gross pay from clock in/ou…	—	○ ⏳	—	N/A	N/A	—	—	—
40180	AgentAuth Claim Identity and auth for AI agents: credentials, tokens, delegations, and permissi…	—	○ ⏳	—	N/A	N/A	—	75	—
40181	demo-mcp-server Claim A modular Python MCP server providing tools for text echoing, system informatio…	—	○ ⏳	—	N/A	N/A	—	—	—
40182	agentfenster Claim Windows GUI automation on a hidden second desktop, driven from Claude Code over…	—	○ ⏳	—	N/A	N/A	—	—	—
40183	MCP-WHATSAPP-EVO Claim Exposes the full WhatsApp API via Evolution API, enabling message sending, chat…	—	○ ⏳	—	—	—	—	—	—
40184	tilwhen date engine Claim Deterministic date arithmetic with auditable receipts: business days, due dates…	—	○ ⏳	—	—	—	—	—	—
40185	quickchat-ai-mcp Claim Launch your conversational Quickchat AI agent as an MCP to give AI apps real-ti…	—	○ ⏳	—	—	—	—	81	—
40186	DocPulse Claim DocPulse enables users to distill large documentation into compact, LLM-ready s…	—	○ ⏳	—	N/A	N/A	—	95	—
40187	websocat-mcp Claim MCP server for WebSocket operations, enabling connect, send, receive, and manag…	—	○ ⏳	—	N/A	N/A	—	—	—
40188	GAM MCP Server Claim Enables AI assistants to perform Google Workspace administrative actions via GA…	—	○ ⏳	—	N/A	N/A	—	—	—
40189	wg21-wiki-mcp Claim A local MCP server that gives an LLM agent read access to the WG21 (ISO C++) co…	—	○ ⏳	—	N/A	N/A	—	—	—
40190	@ratel-ai/mcp-server Claim Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…	—	○ ⏳	—	—	—	—	—	—
40191	HuggingFace Daily Papers MCP Server Claim Enables fetching HuggingFace daily papers for today, yesterday, or a specific d…	—	○ ⏳	—	—	—	—	—	—
40192	Foggy Data MCP Bridge Claim A semantic layer query engine with MCP support, enabling AI assistants to query…	—	○ ⏳	—	—	—	—	—	—
40193	pdf-toolkit-mcp Claim A comprehensive MCP server with 37 tools for PDF operations including reading, …	—	○ ⏳	—	N/A	N/A	—	—	—
40194	Memory MCP Server Claim Enables agents to maintain persistent memory through three-tiered architecture:…	—	○ ⏳	—	N/A	N/A	—	95	—
40195	mcp-github Claim MCP server for the GitHub REST API that enables interaction with repositories, …	—	○ ⏳	—	—	—	—	—	—
40196	UTCP Documentation MCP Server Claim Assists AI coding agents in understanding and implementing UTCP by providing do…	—	○ ⏳	—	—	—	—	—	—
40197	mcp-seo Claim Enables AI agents to perform comprehensive SEO audits on web pages, including m…	—	○ ⏳	—	N/A	N/A	—	—	—
40198	MCP BACEN Claim Provides tools to query Brazilian Central Bank public data, including SGS time …	—	○ ⏳	—	—	—	—	—	—
40199	context7-smithery-ai2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
40200	avalanche-org-mcp-server Claim Enables LLMs to query current and historic avalanche danger ratings by location…	—	○ ⏳	—	—	—	—	—	—

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