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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
56251	Vision MCP for Reasonix Claim Provides vision capabilities to Reasonix, enabling analysis of images/videos, O…	—	○ ⏳	—	N/A	N/A	—	—	—
56252	caldera-mcp Claim Connects MCP-compatible AI clients to a MITRE Caldera adversary emulation platf…	—	○ ⏳	—	—	—	—	—	—
56253	muni-dev-cost Claim US municipal development cost: aggregated impact + water/sewer tap fees per jur…	—	○ ⏳	—	—	—	—	—	—
56254	agentic-ai-shadowing Claim Observes tasks and generates anonymized SOPs — task tracking and SOP review via…	—	○ ⏳	—	N/A	N/A	—	—	—
56255	SansFiction Claim Search, discover, and manage books across multiple sources. Connect Claude, Cha…	—	○ ⏳	—	—	—	—	81	—
56256	sales-agent-mcp Claim Enables natural language sales analysis by connecting to a SQLite database, gen…	—	○ ⏳	—	N/A	N/A	—	—	—
56257	modelmux Claim Enables AI agents like Claude Code, Codex, and Perplexity to call each other as…	—	○ ⏳	—	N/A	N/A	—	—	—
56258	test Claim	—	○ ⏳	—	N/A	N/A	—	95	—
56259	psychopy-mcp Claim An MCP server that enables Claude Code/Codex to directly control PsychoPy for d…	—	○ ⏳	—	N/A	N/A	—	—	—
56260	Testomat.io MCP Server Claim Enables AI assistants to interact with Testomat.io test management platform, al…	—	○ ⏳	—	—	—	—	81	—
56261	llama-mcp-server Claim MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Cl…	—	○ ⏳	—	N/A	N/A	—	—	—
56262	bedrock-image-mcp-server Claim 1 MCP server for generating and editing images using Amazon Nova Canvas, Stable D…	—	○ ⏳	—	—	—	—	81	—
56263	3D Texel Claim Search/download 7,000+ PBR materials, HDRIs, decals, 3D assets; generate PBR ma…	—	○ ⏳	—	—	—	—	—	—
56264	MCP Test Case Generator Claim Generates structured, comprehensive test cases from user stories, API specs, or…	—	○ ⏳	—	N/A	N/A	—	—	—
56265	converly Claim Set up and manage conversion tracking by chatting with your AI assistant.	—	○ ⏳	—	—	—	—	—	—
56266	upnote-mcp Claim Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…	—	○ ⏳	—	N/A	N/A	—	—	—
56267	headless-records-mcp Claim Enables MCP agents to access public SEC Form 4 insider filing data via a local …	—	○ ⏳	—	N/A	N/A	—	—	—
56268	Adam OS MCP Server Claim Enables restaurant management through natural language, allowing import of Toas…	—	○ ⏳	—	N/A	N/A	—	—	—
56269	Containarium-Cloud Claim Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…	—	○ ⏳	—	—	—	—	—	—
56270	ffd-mcp Claim Parses SEC EDGAR Exhibit 107 XBRL fee disclosures from registration statements …	—	○ ⏳	—	—	—	—	—	—
56271	ideogram-mcp-server Claim Enables LLM applications to generate, edit, describe, upscale, remix, reframe, …	—	○ ⏳	—	—	—	—	—	—
56272	liuren Claim Enables 大六壬 divination by computing the chart (三傳, 四課, etc.) and generating a 天…	—	○ ⏳	—	N/A	N/A	—	—	—
56273	Linear MCP (multi-workspace, PAT auth) Claim Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcem…	—	○ ⏳	—	N/A	N/A	—	—	—
56274	FilePilot AI Claim Local-first MCP server for safely searching, reading, summarizing, tagging, ded…	—	○ ⏳	—	N/A	N/A	—	—	—
56275	MCP Director Claim An intelligent orchestration server that routes user requests to appropriate sp…	—	○ ⏳	—	N/A	N/A	—	95	—
56276	Context-MCP Claim Intelligent context manager for AI coding assistants that uses a three-level me…	—	○ ⏳	—	N/A	N/A	—	—	—
56277	Secant Agent Research Pack Claim Paid MCP web research for agents: search, extraction, citations, and x402 payme…	—	○ ⏳	—	—	—	—	—	—
56278	supershopping Claim 나만을 위한 AI 쇼핑 MCP — 상품을 자연어로 검색·비교·추천해 사용자의 효과적인 쇼핑을 돕습니다.	—	○ ⏳	—	—	—	—	—	—
56279	meeting-mcp Claim AI scheduling assistant for agents. Timezone conversion, public holidays for 10…	—	○ ⏳	—	—	—	—	—	—
56280	propraven Claim Property intelligence: 180M+ US parcels — lookup, search, owners, hazards, perm…	—	○ ⏳	—	—	—	—	—	—
56281	estonian-mcp Claim An MCP server that integrates EstNLTK to provide Estonian language tools (morph…	—	○ ⏳	—	—	—	—	—	—
56282	TON Tolk Compiler MCP Server Claim Integrates Tolk compiler tools into AI assistants, enabling compilation of Tolk…	—	○ ⏳	—	N/A	N/A	—	—	—
56283	soundraw-game-bgm Claim Enables AI agents to generate dynamic game background music by analyzing game s…	—	○ ⏳	—	—	—	—	—	—
56284	Calendar.app Claim List, search, and manage calendar events via macOS Calendar.app across all conf…	—	○ ⏳	—	N/A	N/A	—	—	—
56285	Vibrai — arrangement engine for Ableton… Claim Arrange your own clips and instruments into finished song structures in Ableton…	—	○ ⏳	—	N/A	N/A	—	—	—
56286	ProofBase MCP Server Claim An AI-powered server that generates realistic, customizable customer testimonia…	—	○ ⏳	—	—	—	—	81	—
56287	Robot Framework MCP Server Claim A local MCP server that parses Robot Framework output.xml files, scores and gro…	—	○ ⏳	—	N/A	N/A	—	—	—
56288	gnuradio-mcp-server Claim Enables natural language control of a live GNU Radio SDR flowgraph, allowing us…	—	○ ⏳	—	N/A	N/A	—	—	—
56289	MCP Reddit Server Claim Enables AI assistants to interact with Reddit by searching subreddits, retrievi…	—	○ ⏳	—	—	—	—	81	—
56290	BotSpot — AI Trading Bots & Backtesting Claim Full-lifecycle algorithmic trading from inside any AI assistant. Describe a str…	—	○ ⏳	—	N/A	N/A	—	95	—
56291	hedera-mcp Claim Build-only Hedera (Hashgraph) MCP — 73 tools across all core services plus anal…	—	○ ⏳	—	N/A	N/A	—	—	—
56292	FlowCastle Claim Build, edit, and deploy Telegram bots on FlowCastle's hosted visual flow platfo…	—	○ ⏳	—	—	—	—	—	—
56293	H1B Job Search MCP Server Claim Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…	—	○ ⏳	—	—	—	—	81	—
56294	@kongyo2/z-etter-mcp Claim MCP server to create text posts on Zetter (z-etter.com) from any MCP host, with…	—	○ ⏳	—	—	—	—	—	—
56295	Fluxion Bus Claim Enables AI agents to delegate scoped tasks across multiple providers like Codex…	—	○ ⏳	—	N/A	N/A	—	—	—
56296	Competitive Intelligence Claim 1 Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.	—	○	—	N/A	N/A	—	81	—
56297	vatnode-mcp Claim Official MCP server for EU VAT validation via the EU Commission's VIES serv…	—	○ ⏳	—	—	—	—	—	—
56298	24htrack-mcp Claim Universal package tracking for AI agents. Track packages across 30+ carriers in…	—	○ ⏳	—	—	—	—	81	—
56299	KVMFleet MCP Server Claim Read-only MCP server that allows AI assistants to query and monitor KVM Fleet d…	—	○ ⏳	—	—	—	—	—	—
56300	Bench Agent Discovery Claim Discover public AI agents, reusable recipes, and trusted benchmark evidence by …	—	○ ⏳	—	—	—	—	—	—

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