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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
401	gitlab-docs ⚡ Claim GitLab documentation search for AI assistants via Model Context Protocol (MCP)	B 83 ⁵⁄₄	◉ ⏳	86	72	N/A	67	95	93
402	Storybook MCP Claim Enables AI agents to interact with Storybook by exposing UI component informati…	B 83 ⁵⁄₄	◉ ⏳	84	68	N/A	77	95	92
403	Remote-MCP ⚡ Claim A type-safe solution to remote MCP communication, enabling effortless integrati…	B 83 ⁵⁄₄	◉ ⏳	94	58	N/A	71	95	97
404	Kube MCP ⚡ Claim Enables AI assistants to interact with and manage Kubernetes clusters, supporti…	B 83 ⁵⁄₄	◉ ⏳	94	62	N/A	71	95	91
405	gdal-mcp ⚡ Claim 2 Exposes GDAL/Rasterio operations to AI agents with a reflection middleware that…	B 83 ⁵⁄₅	◉ ⏳	75	82	N/A	85	83	91
406	math ⚡ Claim Calculator, units, statistics for AI agents	B 83 ⁴⁄₄	◉ ⏳	90	N/A	N/A	40	95	96
407	claude-mcp-tunnel ⚡ Claim MCP server that detects project frameworks (25+), starts dev servers, and creat…	B 83 ⁴⁄₄	◉ ⏳	70	N/A	N/A	71	95	95
408	datadog-mcp-server ⚡ Claim MCP server providing comprehensive Datadog observability access for AI assistan…	B 83 ⁵⁄₅	◉ ⏳	94	75	—	80	76	91
409	Attestix ⚡ Claim AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.	B 83 ⁵⁄₅	◉ ⏳	72	82	N/A	83	92	91
410	mapbox-docs ⚡ Claim 1 Provides AI assistants with instant access to Mapbox documentation and referenc…	B 83 ⁶⁄₆	◉ ⏳	69	96	93	59	81	95
411	mcp-codebase-index ⚡ Claim 1	B 83 ⁵⁄₄	◉ ⏳	84	70	N/A	71	92	95
412	MCP Feed Reader ⚡ Claim RSS/Atom feed reader MCP server with SQLite backend	B 83 ⁵⁄₅	◉ ⏳	72	82	N/A	69	95	99
413	VOICEPEAK MCP Server ⚡ Claim Enables text-to-speech synthesis using VOICEPEAK software with support for cust…	B 83 ⁵⁄₄	◉ ⏳	86	65	N/A	69	92	99
414	AionMCP Claim Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications	B 83 ⁵⁄₄	◉ ⏳	90	61	N/A	74	92	95
415	Crownpeak DQM MCP Server ⚡ Claim Enables quality checking and content management for websites through the Crownp…	B 83 ⁵⁄₅	◉ ⏳	94	70	—	65	81	99
416	Contentful GraphQL MCP Server ⚡ Claim Enables efficient content retrieval from Contentful's Content Delivery API usin…	B 83 ⁵⁄₅	◉ ⏳	100	68	—	58	81	99
417	flashalpha Claim Real-time options analytics: GEX, exposure, greeks, volatility, VRP for US equi…	B 83 ⁶⁄₆	◉ ⏳	80	100	88	39	81	96
418	computer-use-mcp Claim MCP server that enables Claude to control your computer, similar to Anthropic's…	B 83 ⁵⁄₄	◉ ⏳	84	70	N/A	77	95	90
419	Terraform MCP Server ⚡ Claim Enables management of Terraform infrastructure as code through 25 comprehensive…	B 83 ⁵⁄₅	◉ ⏳	94	74	N/A	42	95	100
420	Famxplor Family Travel Activities ⚡ Claim Famxplor Family Travel Activities	B 83 ⁶⁄₆	◉ ⏳	90	86	95	40	81	91
421	AWS Documentation MCP Server ⚡ Claim 1 Provides tools to access AWS documentation, search for content, and get recomme…	B 83 ⁵⁄₅	◉ ⏳	72	100	N/A	46	95	92
422	kelnix-datamind-curator Claim AI-Ready Data & Context Engineering API. Connect any data source, query with na…	B 83 ⁶⁄₆	◉ ⏳	78	84	91	63	81	94
423	symbols ⚡ Claim MCP server to read, inspect and troubleshoot codebase symbols	B 83 ⁵⁄₄	◉ ⏳	88	58	N/A	76	95	97
424	GitLab MCP Server ⚡ Claim 1 Connects AI assistants to GitLab, allowing users to manage merge requests, view…	B 83 ⁵⁄₄	◉ ⏳	96	66	N/A	67	92	91
425	langchainjs-mcp-adapters ⚡ Claim ** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…	B 83 ⁵⁄₄	◉ ⏳	72	73	N/A	80	95	100
426	QuantConnect MCP Server ⚡ Claim 1 LLM Driven Trading Platform Orchestration - Strategy Design, Research & Impleme…	B 83 ⁵⁄₅	◉ ⏳	82	82	—	66	81	99
427	pubmed-mcp-server ⚡ Claim 2 Search PubMed, fetch articles and full text, generate citations, and explore Me…	B 83 ⁶⁄₄	◉ ⏳	85	80	95	61	75	94
428	video-research-mcp ⚡ Claim Give Claude Code 51 research, analysis & media production tools with one comman…	B 83 ⁵⁄₄	◉ ⏳	88	55	N/A	85	95	93
429	mcp-server-mysql ⚡ Claim MySQL database integration in NodeJS with configurable access controls and sche…	B 83 ⁵⁄₅	◉ ⏳	94	66	—	86	80	91
430	ENCODE Toolkit ⚡ Claim 20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…	B 83 ⁵⁄₅	◉ ⏳	88	74	N/A	68	95	87
431	ha-mcp ⚡ Claim Comprehensive Model Context Protocol server for managing Home Assistant through…	B 83 ⁵⁄₄	◉ ⏳	78	70	N/A	92	88	93
432	mcp-n8n-builder ⚡ Claim 🪄 MCP server for programmatic creation and management of n8n workflows. Enables…	B 83 ⁵⁄₅	◉ ⏳	100	72	N/A	65	81	92
433	mcp-read-website-fast ⚡ Claim Fast, token-efficient web content extraction for AI agents - converts websites …	B 83 ⁵⁄₄	◉ ⏳	96	65	N/A	60	92	94
434	Fetter MCP Claim Real-time Python package and vulnerability data for AI coding agents.	B 83 ⁶⁄₆	◉ ⏳	96	80	98	31	81	93
435	Obsidian MCP Second Brain Server ⚡ Claim Enables read-only access to Obsidian vaults with semantic search, tag filtering…	B 83 ⁵⁄₄	◉ ⏳	94	65	N/A	54	95	97
436	fec-mcp-server ⚡ Claim Query FEC campaign finance data — search candidates, track donations, analyze s…	B 83 ⁵⁄₅	◉ ⏳	94	77	—	67	81	89
437	Elenchus MCP Server ⚡ Claim 1 An adversarial code verification system that uses a Verifier-Critic debate loop…	B 83 ⁵⁄₅	◉ ⏳	90	82	N/A	73	95	69
438	MegaMemory ⚡ Claim An MCP server that lets coding agents build and query a persistent knowledge gr…	B 83 ⁵⁄₄	◉ ⏳	76	73	N/A	84	92	91
439	mcp-server-insumer ⚡ Claim On-chain attestation across 31 blockchains. 25 tools: ECDSA-signed verification…	B 83 ⁵⁄₅	◉ ⏳	78	100	—	66	78	90
440	3dsmax-mcp ⚡ Claim Connect AI agents to Autodesk 3ds Max through the Model Context Protocol, enabl…	B 83 ⁵⁄₅	◉ ⏳	86	87	N/A	52	95	85
441	interactive-brokers-mcp ⚡ Claim 1 Interactive Brokers MCP Server	B 83 ⁵⁄₅	◉ ⏳	68	82	N/A	71	95	98
442	mcp-cloudron ⚡ Claim 2 An MCP server for managing Cloudron instances that enables monitoring and contr…	B 83 ⁵⁄₅	◉ ⏳	81	100	—	59	81	89
443	Querysharp MCP Server ⚡ Claim Enables AI assistants to analyze and optimize PostgreSQL database performance b…	B 83 ⁵⁄₅	◉ ⏳	94	65	—	71	83	100
444	ShadowGit MCP Server ⚡ Claim 1 Provides AI assistants with secure, read-only access to ShadowGit repositories …	B 83 ⁵⁄₄	◉ ⏳	100	60	N/A	61	92	94
445	AWS Documentation MCP Server ⚡ Claim 1 Enables access to AWS documentation through natural language by fetching and co…	B 83 ⁵⁄₅	◉ ⏳	84	100	—	45	82	92
446	quran-mcp-server ⚡ Claim	B 83 ⁵⁄₅	◉ ⏳	100	75	—	49	80	98
447	frontmcp Claim TypeScript-first framework for the Model Context Protocol (MCP). You write clea…	B 83 ⁵⁄₄	◉ ⏳	84	56	N/A	86	95	99
448	Kokkai Minutes MCP Agent Claim Provides a structured interface to the Japanese National Diet Library's parliam…	B 83 ⁶⁄₆	◉ ⏳	88	100	99	20	81	91
449	irish-law-mcp ⚡ Claim Irish legislation via MCP — full-text search across statutes and provisions	B 83 ⁵⁄₄	◉ ⏳	71	93	N/A	61	95	93
450	HackerNews MCP Server ⚡ Claim 2 Provides programmatic access to Hacker News content via the HN Algolia API. It …	B 83 ⁵⁄₅	◉ ⏳	96	100	—	59	84	61

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