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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
62001	SiliconFlow Flux MCP Server Claim Enables AI assistants to generate high-quality images using SiliconFlow's Flux …	—	○ ⏳	—	—	—	—	—	—
62002	Linear MCP Server Claim Enables interaction with Linear workspace through the Model Context Protocol, s…	—	○ ⏳	—	—	—	—	—	—
62003	ChEMBL-MCP-Server Claim A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…	—	○ ⏳	—	—	—	—	—	—
62004	chrome-feedback Claim MCP server for interactive feedback collection via Chrome extension, enabling u…	—	○ ⏳	—	N/A	N/A	—	—	—
62005	Portuguese Competition MCP Claim Enables querying Portuguese competition data from AdC (Autoridade da Concorrênc…	—	○ ⏳	—	—	—	—	—	—
62006	twitter-voice-mcp Claim 1 An MCP server that analyzes your unique Twitter voice to generate, manage, and …	—	○ ⏳	—	—	—	—	81	—
62007	kogiQA MCP Web Browser Claim 1 This web browser has been designed to help your agent debug and develop complex…	—	○	—	N/A	N/A	—	81	—
62008	clipacanvas Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62009	Vinted MCP and CLI Server Claim Complete Vinted MCP and CLI Server	—	○ ⏳	—	—	—	—	—	—
62010	mcp-google-sheets Claim Enables AI agents to create, read, update, and manage Google Sheets data and st…	—	○ ⏳	—	—	—	—	—	—
62011	Professor Fit MCP Claim Helps PhD applicants find matching professors by research interests, outputting…	—	○ ⏳	—	N/A	N/A	—	—	—
62012	HelioSPICE Claim Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics	—	○ ⏳	—	N/A	N/A	—	95	—
62013	AVA Claim Enables AI agents to create Gmail drafts safely using the Gmail API, without se…	—	○ ⏳	—	N/A	N/A	—	—	—
62014	mcp-carbon-calculator Claim Enables carbon emission calculations for Australian electricity and gas consump…	—	○ ⏳	—	—	—	—	—	—
62015	tm-mcp Claim Enables AI assistants to interact with TrafficMorph for load-testing and CI-fai…	—	○ ⏳	—	N/A	N/A	—	—	—
62016	Model Drive Protocol MCP Server Claim Exposes runtime-local capabilities from browsers, apps, devices, and local proc…	—	○ ⏳	—	N/A	N/A	—	—	—
62017	ragi Claim Local-first RAG indexing and semantic search MCP server. Enables document retri…	—	○ ⏳	—	N/A	N/A	—	—	—
62018	graph-memory Claim Personal knowledge graph for Claude on Neo4j. Typed entities (Person/Project/De…	—	○ ⏳	—	—	—	—	—	—
62019	null-trust-score Claim Enables AI agents to query trust scores and security reviews for MCP servers be…	—	○ ⏳	—	N/A	N/A	—	—	—
62020	Amazon Connect MCP Server Claim An MCP server that enables AI assistants to interact with Amazon Connect contac…	—	○ ⏳	—	—	—	—	—	—
62021	flyte-mcp Claim Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…	—	○ ⏳	—	—	—	—	—	—
62022	mcp-bring Claim Enables AI assistants to read and manage your Bring! shopping lists through nat…	—	○ ⏳	—	N/A	N/A	—	—	—
62023	TranscriptMCP Claim Enables AI assistants to download YouTube videos and transcribe them locally us…	—	○ ⏳	—	N/A	N/A	—	—	—
62024	Docker MCP Server Claim A comprehensive MCP server that provides advanced Docker operations through a u…	—	○ ⏳	—	N/A	N/A	—	—	—
62025	cell-mem Claim An MCP server that provides AI agents with persistent, multi-layered memory ins…	—	○ ⏳	—	N/A	N/A	—	—	—
62026	mcp-api-tests Claim Starter scaffold for a workshop to build an MCP API testing server, intended to…	—	○ ⏳	—	N/A	N/A	—	—	—
62027	dssat-mcp Claim Enables natural language interaction with the DSSAT crop model for simulation, …	—	○ ⏳	—	N/A	N/A	—	—	—
62028	InvoiceNinja MCP Server Claim Enables read-only access to InvoiceNinja data, including invoices, expenses, cl…	—	○ ⏳	—	N/A	N/A	—	—	—
62029	twelvelabs-indexing Claim Enables video indexing with TwelveLabs by uploading local video files and track…	—	○ ⏳	—	N/A	N/A	—	—	—
62030	SergeyKrin9/mcp-servers Claim Russian-market marketing & ops MCP toolkit. 7 unified servers for Yandex.Direct…	—	○ ⏳	—	—	—	—	—	—
62031	openai-imagegen-mcp Claim Enables image generation and editing via OpenAI's gpt-image-1 model, with optio…	—	○ ⏳	—	N/A	N/A	—	—	—
62032	servo-mcp Claim Enables AI agents to see and control your desktop with tools for screenshots, c…	—	○ ⏳	—	N/A	N/A	—	—	—
62033	AI HueBot Claim Enables users to control Philips Hue lights through natural language, set moods…	—	○ ⏳	—	N/A	N/A	—	—	—
62034	coffee-price-mcp Claim A read-only MCP server that wraps the coffee.pryzm.gg public API to calculate e…	—	○ ⏳	—	—	—	—	—	—
62035	B2B Buyer-Signal MCP Claim Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…	—	○ ⏳	—	—	—	—	—	—
62036	Perplexity API MCP Server Claim Official MCP server for the Perplexity API Platform, enabling AI assistants to …	—	○ ⏳	—	—	—	—	—	—
62037	mk-plan-master Claim MCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands …	—	○ ⏳	—	—	—	—	—	—
62038	Pero MCP Server Claim Enables SSH connection management with remote command execution and file transf…	—	○ ⏳	—	—	—	—	81	—
62039	maxaeo-ai-visibility-mcp Claim Local-first AI visibility, GEO/AEO, and llms.txt audit MCP server for Claude, C…	—	○ ⏳	—	N/A	N/A	—	—	—
62040	mcp_project ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62041	ISPW MCP Server Claim Enables LLMs to manage mainframe source code and deployment workflows via BMC C…	—	○ ⏳	—	N/A	N/A	—	—	—
62042	camofox-mcp Claim Enables AI agents to control a CamoFox anti-detect browser via MCP tools, suppo…	—	○ ⏳	—	N/A	N/A	—	—	—
62043	Colors MCP Server Claim A simple color utility MCP server for frontend developers. Convert, mix, adjust…	—	○ ⏳	—	N/A	N/A	—	—	—
62044	google-flights-mcp Claim MCP server that enables Google Flights search via SerpApi, supporting one-way, …	—	○ ⏳	—	N/A	N/A	—	—	—
62045	Agent Social MCP Claim A social protocol for AI agents to communicate with each other through a centra…	—	○ ⏳	—	N/A	N/A	—	—	—
62046	Assay Truth Graph MCP Claim Ground GTM agents in governed, cited company truth.	—	○ ⏳	—	—	—	—	—	—
62047	Contextful Claim Efficient context management: code search, evidence packs, and memory for codin…	—	○ ⏳	—	N/A	N/A	—	—	—
62048	Grep.app Search Claim 1 MCP server for https://grep.app	—	○ ⏳	—	N/A	N/A	—	95	—
62049	K8s Lens Claim MCP server for natural-language Kubernetes operations across single or multi-cl…	—	○ ⏳	—	N/A	N/A	—	—	—
62050	Raven — Solana Token Verification Claim Solana token-launch verification for AI agents — deterministic, replayable, ret…	—	○ ⏳	—	N/A	N/A	—	—	—

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