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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
32501	blocksnet-mcp Claim Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…	—	○ ⏳	—	N/A	N/A	—	—	—
32502	Social Analytics MCP Server Claim Enables Instagram and Facebook analytics via the Meta Graph API, offering accou…	—	○ ⏳	—	—	—	—	—	—
32503	mimo-free-api-mcp Claim OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enablin…	—	○ ⏳	—	—	—	—	—	—
32504	playwright-react-debug-mcp Claim Enables AI-assisted debugging of React applications by providing browser contro…	—	○ ⏳	—	N/A	N/A	—	—	—
32505	BullRun Claim Stock screening, company financials, ETF search, and personal portfolio analysi…	—	○ ⏳	—	—	—	—	—	—
32506	FastMCP Render Boilerplate Claim A boilerplate MCP server built with Python and FastMCP, ready for deployment on…	—	○ ⏳	—	—	—	—	—	—
32507	raw-web-search Claim An experimental MCP search server for Claude Code. Returns raw, verbatim web co…	—	○ ⏳	—	N/A	N/A	—	—	—
32508	Gmail Streamable MCP Server Claim Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …	—	○ ⏳	—	—	—	—	—	—
32509	litvm-tcg-oracle Claim On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…	—	○ ⏳	—	—	—	—	—	—
32510	Bokicast MCP Server Claim An MCP server that visualizes bookkeeping elements like journal entries and T-a…	—	○ ⏳	—	N/A	N/A	—	—	—
32511	Paid Media MCP Claim Enables Claude to access and analyze your paid media campaign data, team struct…	—	○ ⏳	—	N/A	N/A	—	—	—
32512	stripe-mcp Claim MCP server for the Stripe API with 10 tools covering payments, customers, invoi…	—	○ ⏳	—	—	—	—	—	—
32513	Postmark MCP Server Claim Enables sending and managing emails via Postmark, including email delivery with…	—	○ ⏳	—	N/A	N/A	—	—	—
32514	ecoclaw-mcp Claim Manages local AI skills for Claude Desktop, enabling listing, running, tuning, …	—	○ ⏳	—	N/A	N/A	—	—	—
32515	memory-wiki Claim A persistent personal memory system for Claude that accumulates and organizes k…	—	○ ⏳	—	—	—	—	—	—
32516	Embedded xLink MCP Claim MCP server for embedded debugging based on probe-rs, providing 22 tools for ARM…	—	○ ⏳	—	N/A	N/A	—	—	—
32517	nicegui-llm-bridge Claim Enables LLMs to drive NiceGUI apps by exposing an interactive element tree via …	—	○ ⏳	—	N/A	N/A	—	—	—
32518	MCP BaoStock Server Claim 提供股票数据查询的MCP服务器，支持股票信息、K线历史、财务指标等市场数据获取。	—	○ ⏳	—	—	—	—	—	—
32519	Docling MCP Claim Provides tools for document conversion, processing, and generation, enabling PD…	—	○ ⏳	—	—	—	—	—	—
32520	LoreRoom Claim Encrypted, local memory for your Claude Code Telegram bot. Captures both sides …	—	○ ⏳	—	N/A	N/A	—	—	—
32521	salesforce-mcp Claim Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…	—	○ ⏳	—	—	—	—	—	—
32522	Jupyter MCP Server Claim Enables AI agents to interact with Jupyter notebooks via MCP tools for querying…	—	○ ⏳	—	—	—	—	—	—
32523	doc-aurora-dev Claim Tested By Abir_kh4N	—	○ ⏳	—	N/A	N/A	—	95	—
32524	telesign-mcp Claim Enables AI assistants to send SMS messages, verify phone numbers via OTP, asses…	—	○ ⏳	—	—	—	—	—	—
32525	AdMob MCP Server Claim Exposes the Google AdMob API as MCP tools for managing AdMob accounts, generati…	—	○ ⏳	—	—	—	—	—	—
32526	clova-speech-lecture-mcp Claim Enables speech-to-text transcription and summarization of lecture audio using N…	—	○ ⏳	—	N/A	N/A	—	—	—
32527	Nolas-Shadow Claim MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…	—	○ ⏳	—	N/A	N/A	—	95	—
32528	grafema Claim Semantic code graph MCP server for AI coding agents. Indexes your codebase into…	—	○ ⏳	—	N/A	N/A	—	—	—
32529	MCP Memory Server Claim Provides long-term memory for AI coding agents, enabling them to remember, sear…	—	○ ⏳	—	—	—	—	—	—
32530	Polygraph Claim Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…	—	○ ⏳	—	N/A	N/A	—	—	—
32531	dg-mcp-server Claim A powerful and flexible Datagroom MCP server implementation to read the data an…	—	○ ⏳	—	N/A	N/A	—	—	—
32532	Sozio Business Claim Sozio Business is a standalone local MCP server for combining private company d…	—	○ ⏳	—	N/A	N/A	—	—	—
32533	trello-mcp Claim A Trello MCP server that enables searching cards by custom field values and man…	—	○ ⏳	—	—	—	—	—	—
32534	directory-indexer Claim Provides AI assistants with semantic search and read access to local files and …	—	○ ⏳	—	—	—	—	—	—
32535	mdn-translation-ja-mcp Claim Assists MDN Japanese translation tasks by automating file copying from English …	—	○ ⏳	—	N/A	N/A	—	—	—
32536	unraid-code-mode-mcp Claim A code-mode MCP server for the Unraid 7.2+ GraphQL API that exposes search and …	—	○ ⏳	—	—	—	—	—	—
32537	FFmpeg MCP Server Claim Enables video processing tasks such as resizing, audio extraction, and metadata…	—	○ ⏳	—	—	—	—	—	—
32538	mcp-predicthq Claim Wraps PredictHQ Events API to enable AI agents to query global event data throu…	—	○ ⏳	—	—	—	—	—	—
32539	notion-private-api-mcp Claim Unofficial Notion server via the private API (token_v2): full read/write across…	—	○ ⏳	—	N/A	N/A	—	—	—
32540	GitLab MCP Server Claim Connects AI assistants to GitLab, enabling natural language queries for merge r…	—	○ ⏳	—	—	—	—	81	—
32541	LFM2.5-local Claim Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…	—	○ ⏳	—	N/A	N/A	—	—	—
32542	aviation-weather-mcp Claim Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…	—	○ ⏳	—	—	—	—	—	—
32543	MCP Google Vertex AI Server Claim Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…	—	○ ⏳	—	—	—	—	—	—
32544	project-planner-mcp-server Claim A remote MCP server template for Cloudflare Workers that enables deploying cust…	—	○ ⏳	—	—	—	—	—	—
32545	Gergy AI MCP Claim An intelligent assistant built on Model Context Protocol architecture that prov…	—	○ ⏳	—	—	—	—	81	—
32546	Semrush MCP Claim MCP server & CLI for keyword research, domain analytics, backlinks, traffic ana…	—	○ ⏳	—	N/A	N/A	—	—	—
32547	feroxbuster-mcp Claim Enables AI assistants to perform web content discovery scans using feroxbuster …	—	○ ⏳	—	—	—	—	—	—
32548	mcp-lightrag Claim Enables AI assistants to interact with LightRAG knowledge graphs, supporting sm…	—	○ ⏳	—	N/A	N/A	—	—	—
32549	Zoo Animals MCP Server Claim Provides tools to get random zoo animals, search by name, and filter by type, r…	—	○ ⏳	—	—	—	—	81	—
32550	TrackJS MCP Server Claim A Model Context Protocol server for TrackJS error monitoring that allows you to…	—	○ ⏳	—	—	—	—	—	—

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