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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
47151	AI-PR-Review-MCP Claim An MCP server that automates pull request reviews using multiple LLM providers …	—	○ ⏳	—	N/A	N/A	—	—	—
47152	mcp-tespit Claim Enables AI assistants to monitor real-time CPU, RAM, and disk usage on the loca…	—	○ ⏳	—	N/A	N/A	—	—	—
47153	LangSearch MCP Server Claim 1 An MCP server that provides web search and semantic reranking capabilities usin…	—	○ ⏳	—	—	—	—	81	—
47154	cloudcompare-mcp Claim Enables AI assistants to process 3D point clouds and meshes using CloudCompare …	—	○ ⏳	—	N/A	N/A	—	—	—
47155	clbench-fireworks-rft Claim Enables reinforcement fine-tuning of Qwen3-8B on the CLBench poker task using t…	—	○ ⏳	—	—	—	—	—	—
47156	Seekstone Claim The fastest Obsidian MCP server for Claude.	—	○ ⏳	—	N/A	N/A	—	—	—
47157	biopharma-catalyst-mcp Claim Enables biopharma catalyst research by aggregating signals from ClinicalTrials.…	—	○ ⏳	—	—	—	—	—	—
47158	re-leak-scan Claim MCP server for detecting publisher telemetry pipeline leaks in binary artifacts…	—	○ ⏳	—	N/A	N/A	—	—	—
47159	crawl-mcp Claim MCP server for web crawling, searching, and AI-powered content extraction, supp…	—	○ ⏳	—	N/A	N/A	—	—	—
47160	Competitor Website Change Monitor Claim Enables monitoring competitor websites for price drops, new products, promotion…	—	○ ⏳	—	N/A	N/A	—	—	—
47161	formpaste Claim Create and wire up contact forms from your coding agent. Forms, snippets, and s…	—	○ ⏳	—	—	—	—	—	—
47162	sap_2000_api_python_mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
47163	Google Ads MCP Server Claim Enables LLMs to query Google Ads accounts, search for information, and list acc…	—	○ ⏳	—	—	—	—	—	—
47164	arm-code-mcp Claim MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…	—	○ ⏳	—	N/A	N/A	—	—	—
47165	proxy4agents-mcp Claim 1 Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …	—	○ ⏳	—	N/A	N/A	—	83	—
47166	irail-mcp Claim Provides Belgian railway travel information via the iRail API, including statio…	—	○ ⏳	—	—	—	—	—	—
47167	Enrich — Company Domain Intelligence Claim Free — no API key required. Enrich by domain or name. Country, contacts, social…	—	○ ⏳	—	—	—	—	—	—
47168	scorton-mcp Claim MCP server for behavioral cybersecurity and AI risk scoring in financial workfl…	—	○ ⏳	—	—	—	—	—	—
47169	yandex-mail-mcp Claim Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …	—	○ ⏳	—	—	—	—	—	—
47170	groww Claim	—	○ ⏳	—	N/A	N/A	—	95	—
47171	preflight Claim Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …	—	○ ⏳	—	—	—	—	81	—
47172	mcp Claim Agent-native uptime monitoring. Create, inspect, and assert monitor health. Fre…	—	○ ⏳	—	—	—	—	—	—
47173	GNews API MCP Server Claim Provides access to global news articles from over 60,000 sources through the GN…	—	○ ⏳	—	—	—	—	—	—
47174	Jimeng MCP Server Claim A TypeScript-based Model Context Protocol server that integrates with Volcengin…	—	○ ⏳	—	—	—	—	81	—
47175	MCP Vector Memory Claim Provides AI coding agents with persistent, long-term memory through local seman…	—	○ ⏳	—	—	—	—	81	—
47176	devspace-memory-bridge Claim A non-invasive MCP bridge that makes DevSpace search tools memory-aware by augm…	—	○ ⏳	—	N/A	N/A	—	—	—
47177	Apache Airflow MCP Server Claim 1 An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…	—	○ ⏳	—	—	—	—	81	—
47178	Obriym CRM Claim Operate Obriym CRM from your AI assistant: leads, deals, orders, products, dash…	—	○ ⏳	—	—	—	—	—	—
47179	Rytnow MCP Server Claim Enables AI assistants to interact with Rytnow project management platform, supp…	—	○ ⏳	—	—	—	—	81	—
47180	cisco-axl-mcp Claim An MCP server that enables AI assistants to manage Cisco Unified Communications…	—	○ ⏳	—	N/A	N/A	—	—	—
47181	CodeGraph Claim An MCP server that provides semantic code intelligence by pre-indexing codebase…	—	○ ⏳	—	N/A	N/A	—	—	—
47182	Fraud Detection MCP Claim AI-powered fraud detection and investigation platform that exposes tools for qu…	—	○ ⏳	—	N/A	N/A	—	—	—
47183	MCP Inflow Ingredients Claim Enables AI assistants to interact with Inflow Inventory API for managing ingred…	—	○ ⏳	—	—	—	—	81	—
47184	Dummy MCP Server (Contabo + Hetzner) Claim A demonstration MCP server that simulates server management actions for Contabo…	—	○ ⏳	—	—	—	—	81	—
47185	XLMCP Claim Enables Claude Code to interact with Jupyter notebooks, perform semantic search…	—	○ ⏳	—	—	—	—	—	—
47186	quanttogo-mcp Claim Quantitative trading strategies, market indices, and live performance data	—	○ ⏳	—	N/A	N/A	—	95	—
47187	Identity AIops Claim Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 2…	—	○ ⏳	—	N/A	N/A	—	—	—
47188	lorem-ipsum-ai-mcp Claim lorem-ipsum-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
47189	calmcp Claim A read-only MCP server that bridges AI assistants to SAP Cloud ALM, exposing re…	—	○ ⏳	—	N/A	N/A	—	—	—
47190	MarkltDown MCP Server Claim Converts files (PDF, Word, images, etc.) to Markdown within Claude Desktop to r…	—	○ ⏳	—	N/A	N/A	—	—	—
47191	Content Creator MCP Server Claim An MCP server for content creation that extracts video transcripts, scrapes web…	—	○ ⏳	—	N/A	N/A	—	—	—
47192	AgencyAnalytics MCP Server Claim Enables AI assistants to manage campaigns, users, backlinks, keywords, and SEO …	—	○ ⏳	—	—	—	—	—	—
47193	MCP Launch Lens Claim Scores MCP servers for launch-readiness across trust, tool UX, docs, observabil…	—	○ ⏳	—	—	—	—	—	—
47194	market-fiyatlari-mcp-server Claim Enables querying Turkish market prices, searching products, and comparing price…	—	○ ⏳	—	—	—	—	—	—
47195	local-kms-mcp-server Claim Local-first MCP server for per-agent key management, generating and using signi…	—	○ ⏳	—	N/A	N/A	—	—	—
47196	jira-digest-mcp Claim MCP server for querying resolved Jira tickets across multiple Atlassian Cloud s…	—	○ ⏳	—	N/A	N/A	—	—	—
47197	Fancy Control MCP Server Claim MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…	—	○ ⏳	—	—	—	—	—	—
47198	mcp-google-sheets Claim Enables AI assistants to interact with Google Sheets, allowing CRUD operations,…	—	○ ⏳	—	—	—	—	—	—
47199	PubFi MCP Claim Enumerate and inspect PubFi capabilities, then execute an exact selected route.	—	○ ⏳	—	—	—	—	—	—
47200	finance-mcp Claim A minimal MCP server that converts company names to stock symbols and fetches f…	—	○ ⏳	—	—	—	—	—	—

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