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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
44601	MemoryIQ Claim Enables AI tools to access and contribute to shared semantic memory, supporting…	—	○ ⏳	—	—	—	—	—	—
44602	obsidian-mcp-search Claim Self-hosted MCP server that provides embedding-powered semantic search with gra…	—	○ ⏳	—	—	—	—	—	—
44603	opensearch-docs-search Claim Searches OpenSearch documentation, blogs, and community forums.	—	○ ⏳	—	N/A	N/A	—	—	—
44604	mcp-font-split Claim Provides font subsetting and web-font generation tools (split_font, split_font_…	—	○ ⏳	—	N/A	N/A	—	—	—
44605	Bitbucket MCP Claim Connects Claude Desktop and Claude Code to Bitbucket Cloud, enabling searching …	—	○ ⏳	—	—	—	—	—	—
44606	personal-mcp Claim Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…	—	○ ⏳	—	N/A	N/A	—	—	—
44607	mcp-publication-cadence-tracker Claim How often a company publishes long-form work, and whether that rate is rising o…	—	○ ⏳	—	N/A	N/A	—	—	—
44608	Python Debug MCP Server Claim Enables AI-driven Python debugging with debugpy, allowing Claude Code to contro…	—	○ ⏳	—	N/A	N/A	—	—	—
44609	Jobs MCP Server Claim A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…	—	○ ⏳	—	N/A	N/A	—	—	—
44610	mon-marche-mcp Claim Enables an AI assistant to search the mon-marche.fr grocery catalog and build a…	—	○ ⏳	—	—	—	—	—	—
44611	IP Contingency MCP Server Claim Enables AI-powered analysis of IP assignment compliance, including gap detectio…	—	○ ⏳	—	—	—	—	—	—
44612	@kodim/mcp-cloudflare-dns Claim MCP server for managing and analyzing Cloudflare DNS — zones, records, analytic…	—	○ ⏳	—	—	—	—	—	—
44613	docforge-mcp Claim Enables complete Office document lifecycle management for AI agents, including …	—	○ ⏳	—	N/A	N/A	—	—	—
44614	CI MCP Server Claim Enables AI assistants to manage SAP Cloud Integration (CPI) landscapes through …	—	○ ⏳	—	—	—	—	—	—
44615	ynab-mcp-bridge Claim Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…	—	○ ⏳	—	—	—	—	—	—
44616	my-mcp-server Claim A TypeScript MCP server boilerplate providing example tools and resources for r…	—	○ ⏳	—	N/A	N/A	—	—	—
44617	mcp-video-vision Claim MCP server that enables video analysis capabilities to Claude, including frame …	—	○ ⏳	—	N/A	N/A	—	—	—
44618	AgentGuard for Splunk MCP Claim A safety layer and monitoring copilot for AI agents using Splunk MCP, recording…	—	○ ⏳	—	N/A	N/A	—	—	—
44619	threatlocker-mcp Claim MCP server for ThreatLocker — zero-trust application allowlisting, approval req…	—	○ ⏳	—	—	—	—	—	—
44620	okf-mcp Claim A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…	—	○ ⏳	—	N/A	N/A	—	—	—
44621	PySpark MCP Server Claim A server implementation of MCP for Apache Spark that provides query plans and c…	—	○ ⏳	—	N/A	N/A	—	—	—
44622	bybit-trading Claim MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…	—	○ ⏳	—	N/A	N/A	—	—	—
44623	mcp-server-filemaker Claim An MCP server that provides AI assistants with direct access to FileMaker datab…	—	○ ⏳	—	—	—	—	—	—
44624	raw-web-search Claim An experimental MCP search server for Claude Code. Returns raw, verbatim web co…	—	○ ⏳	—	N/A	N/A	—	—	—
44625	commit-check-mcp Claim Enables validation of commit messages, branch names, author info, push safety, …	—	○ ⏳	—	N/A	N/A	—	—	—
44626	aacworkflow-mcp Claim Enables Claude and Claude Code to manage AACWorkflow tasks, agents, projects, s…	—	○ ⏳	—	—	—	—	—	—
44627	healthsec-mcp Claim Enables AI agents to evaluate clinical AI models for adversarial robustness, pr…	—	○ ⏳	—	N/A	N/A	—	—	—
44628	studio Claim Design & price modular raised garden beds and walls: exact bill of materials, E…	—	○ ⏳	—	—	—	—	—	—
44629	erdlens Claim MCP server that reads your database schema from SQL DDL, Prisma, Drizzle, TypeO…	—	○ ⏳	—	N/A	N/A	—	—	—
44630	MCP Server Claim A minimal Django project exposing MCP-style endpoints for listing and fetching …	—	○ ⏳	—	—	—	—	—	—
44631	Buildium MCP Server Claim Enables interaction with Buildium property management software through natural …	—	○ ⏳	—	N/A	N/A	—	—	—
44632	twine-mcp Claim A locally-run MCP server that connects to Twine's story library, enabling AI-as…	—	○ ⏳	—	N/A	N/A	—	—	—
44633	mttrly Claim AI-powered incident management and server monitoring via MCP.	—	○ ⏳	—	—	—	—	—	—
44634	mcp-face-transform Claim AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon…	—	○ ⏳	—	—	—	—	—	—
44635	AIM MCP Server Claim Serves project memory, tasks, docs, and conventions live over the Model Context…	—	○ ⏳	—	N/A	N/A	—	—	—
44636	mcp-guard Claim Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…	—	○ ⏳	—	N/A	N/A	—	—	—
44637	Intuition MCP Server Claim An HTTP stream server for interacting with the Intuition knowledge graph, enabl…	—	○ ⏳	—	—	—	—	—	—
44638	MCP GeneLab Server Claim Converts natural language queries into Cypher queries against the NASA GeneLab …	—	○ ⏳	—	—	—	—	—	—
44639	KnowBe4 MCP Server Claim Enables AI assistants to interact with KnowBe4 security awareness training data…	—	○ ⏳	—	—	—	—	—	—
44640	atag-mcp Claim ATAG 2.0 (Authoring Tool Accessibility Guidelines) guidance for authoring tool …	—	○ ⏳	—	N/A	N/A	—	—	—
44641	postgres-mcp-server Claim Enables inspecting database schemas and executing read-only SQL queries on a Po…	—	○ ⏳	—	N/A	N/A	—	—	—
44642	sniff Claim QA + a11y scanner: walks your running app's real user flows and reports what's …	—	○ ⏳	—	N/A	N/A	—	—	—
44643	Meetup Coordinator MCP Claim Analyzes KakaoTalk group chat texts to extract availability, rank options, draf…	—	○ ⏳	—	—	—	—	—	—
44644	velora-mcp-copilote Claim Enables AI agents to assist sales advisors of the fictional e-commerce Velora b…	—	○ ⏳	—	N/A	N/A	—	—	—
44645	auralis-google Claim MCP server for integrating Claude AI with Google Workspace, enabling access to …	—	○ ⏳	—	—	—	—	—	—
44646	jt-mcp-server Claim MCP server that equips AI agents with dev workflow tools including GitHub proje…	—	○ ⏳	—	N/A	N/A	—	—	—
44647	@vskstudio/takt-mcp Claim MCP server for querying privacy-friendly website analytics from a self-hosted T…	—	○ ⏳	—	—	—	—	—	—
44648	SuperMemory Claim MCP-first agent learning: capture failures, validate lessons, retrieve context,…	—	○ ⏳	—	N/A	N/A	—	—	—
44649	tiny-loki-mcp Claim Enables read-only querying of Grafana Loki logs through tools like label discov…	—	○ ⏳	—	—	—	—	—	—
44650	Solana Web3.js MCP Server Claim Enables AI assistants to interact with the Solana blockchain, manage accounts a…	—	○ ⏳	—	—	—	—	—	—

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