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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
39401	MCP Basic Create Tool Claim A minimal MCP server using FastMCP to demonstrate tool creation, including a ge…	—	○ ⏳	—	N/A	N/A	—	—	—
39402	parbaked Claim Scaffold invite-only Python/FastAPI apps: auth, admin dashboard, dev server, de…	—	○ ⏳	—	—	—	—	—	—
39403	easy-jupyter-editor-mcp Claim Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) fil…	—	○ ⏳	—	N/A	N/A	—	—	—
39404	@skillzmarket/mcp Claim Enables AI assistants to search, get info, call, and review paid AI skills on S…	—	○ ⏳	—	—	—	—	—	—
39405	Fullstack Context MCP Server Claim Enables AI agents to interact with both frontend and backend projects by provid…	—	○ ⏳	—	N/A	N/A	—	—	—
39406	external-agent-mcp Claim Bridges Codex to external CLI coding agents for read-only code analysis and det…	—	○ ⏳	—	N/A	N/A	—	—	—
39407	yougile-mcp Claim A production-grade Model Context Protocol server for YouGile that lets AI agent…	—	○ ⏳	—	—	—	—	—	—
39408	orca-ai-mcp Claim Integrates with Orca AI's HUNT Platform API to search for information about peo…	—	○ ⏳	—	—	—	—	—	—
39409	test-mcp2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
39410	mcpGetImage Claim An MCP server for generating candy product images with white backgrounds and re…	—	○ ⏳	—	N/A	N/A	—	—	—
39411	anima-use-google Claim MCP server that lets AI agents perform Google AI Mode searches using the user's…	—	○ ⏳	—	N/A	N/A	—	—	—
39412	best-cad-mcp Claim Windows AutoCAD MCP server for handle-first CAD automation, validation, and dra…	—	○ ⏳	—	N/A	N/A	—	—	—
39413	mcp-creditcard Claim Provides a Luhn check-digit validation tool for numeric strings such as credit …	—	○ ⏳	—	—	—	—	—	—
39414	LabArchives MCP Server Claim Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…	—	○ ⏳	—	—	—	—	—	—
39415	Amazon Ads Manager MCP Server Claim MCP server for managing and analyzing Amazon Advertising data through natural l…	—	○ ⏳	—	—	—	—	—	—
39416	re-library-mcp Claim Enables querying a curated reverse engineering knowledge base covering techniqu…	—	○ ⏳	—	—	—	—	—	—
39417	arcgis-grandchute Claim Enables AI agents to search and query Town of Grand Chute, Wisconsin open geosp…	—	○ ⏳	—	—	—	—	—	—
39418	Task Manager MCP Server Claim Enables adding, reading, updating tasks via Claude with a SQLite backend.	—	○ ⏳	—	N/A	N/A	—	—	—
39419	foldkit-extension-mcp Claim Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as native too…	—	○ ⏳	—	—	—	—	—	—
39420	Unofficial BioThings.io MCP Server Claim Provides access to BioThings.io APIs for comprehensive gene and variant annotat…	—	○ ⏳	—	—	—	—	—	—
39421	lp-copilot Claim LP copilot: free position enumeration on 7 chains + paid range backtests, IL fo…	—	○ ⏳	—	N/A	N/A	—	—	—
39422	@godrix/argocd-mcp Claim MCP server for Argo CD that provides multi-environment profiles, SSO or API key…	—	○ ⏳	—	—	—	—	—	—
39423	Nano Banana MCP Claim MCP server for AI image generation and editing using Google Gemini image models.	—	○ ⏳	—	N/A	N/A	—	—	—
39424	H1B Sponsor MCP Claim Read-only MCP server for querying H-1B sponsoring employers from the USCIS data…	—	○ ⏳	—	N/A	N/A	—	—	—
39425	ai-verify-mcp Claim An MCP server for validating AI-generated code through automated browser testin…	—	○ ⏳	—	N/A	N/A	—	—	—
39426	organizze-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
39427	bybit-ws Claim An MCP server that enables AI agents to scan the market, manage positions, and …	—	○ ⏳	—	—	—	—	—	—
39428	mcp-ltm Claim Provides persistent long-term memory for AI assistants with tag-based retrieval…	—	○ ⏳	—	N/A	N/A	—	—	—
39429	FilePilot AI Claim Local-first MCP server for safely searching, reading, summarizing, tagging, ded…	—	○ ⏳	—	N/A	N/A	—	—	—
39430	gdocs-mcp Claim MCP server for Google Docs and Sheets that enables AI assistants to read, creat…	—	○ ⏳	—	N/A	N/A	—	—	—
39431	athena-mcp-server Claim Remote MCP server for AWS Athena that allows executing SQL queries, checking st…	—	○ ⏳	—	N/A	N/A	—	—	—
39432	YApi MCP Server Claim Provides tools for AI assistants to list, search, and get details of YApi inter…	—	○ ⏳	—	N/A	N/A	—	—	—
39433	Banco de Ideas MCP Server Claim Connects AI agents to a collective creativity platform where they can publish, …	—	○ ⏳	—	—	—	—	—	—
39434	Wingman Claim A wingman MCP server for Claude Code that provides auxiliary tools for file sum…	—	○ ⏳	—	N/A	N/A	—	—	—
39435	mcp-gauge Claim US government data (USGS/NOAA/SEC/FDA) with cryptographic proof; x402 pay-per-c…	—	○ ⏳	—	—	—	—	—	—
39436	MCP LLMS-TXT Documentation Server Claim Provides a user-defined list of llms.txt files and a fetch_docs tool to read do…	—	○ ⏳	—	—	—	—	—	—
39437	Chaos Mesh MCP Server Claim Enables chaos engineering on Kubernetes clusters by providing tools to inject f…	—	○ ⏳	—	—	—	—	—	—
39438	Agent Search MCP Claim Free multi-source search for AI agents with multi-source verification, token sa…	—	○ ⏳	—	—	—	—	—	—
39439	Harbor MCP Server Claim Enables AI agents to discover, configure, and manage local development servers.…	—	○ ⏳	—	N/A	N/A	—	—	—
39440	fallcrm-elite-mcp Claim MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…	—	○ ⏳	—	N/A	N/A	—	—	—
39441	ats Claim Which ATS does a company use? Portal-verified answers for 743 employers + resum…	—	○ ⏳	—	—	—	—	—	—
39442	r2-uploader-mcp Claim Enables uploading PR screenshots to Cloudflare R2 via presigned URLs, allowing …	—	○ ⏳	—	—	—	—	—	—
39443	directory-indexer Claim Provides AI assistants with semantic search and read access to local files and …	—	○ ⏳	—	—	—	—	—	—
39444	Deep Research MCP Claim A Model Context Protocol compliant server that facilitates comprehensive web re…	—	○ ⏳	—	—	—	—	81	—
39445	Leela MCP Server Claim An MCP server that exposes the Leela Chess Zero neural-network chess engine to …	—	○ ⏳	—	N/A	N/A	—	—	—
39446	Qwen 2 MCP Server Claim Enables image editing, remixing, and text-to-image generation using Qwen 2 mode…	—	○ ⏳	—	—	—	—	—	—
39447	GA4 BigQuery Semantic Layer Claim Exposes a semantic layer on GA4 event data in BigQuery via an MCP server for co…	—	○ ⏳	—	—	—	—	—	—
39448	mcp-propublica-nonprofit Claim Enables querying nonprofit organization data through the ProPublica Nonprofit E…	—	○ ⏳	—	—	—	—	—	—
39449	Kodama MCP Claim AST-aware code exploration MCP server for AI agents, optimized for token effici…	—	○ ⏳	—	N/A	N/A	—	—	—
39450	OCHP MCP Server Claim Enables AI assistants to interact with EV charging infrastructure through OCHP …	—	○ ⏳	—	—	—	—	—	—

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