MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security	Lang
451	Self-Improving Memory MCP Provides Claude with persistent memory and learning capabilities through 10 aut…	78	B	84	61	—	58	90
452	agent-toolbelt 20 focused API tools for AI agents: schema generation, text extraction, token c…	78	B	78	—	—	56	95
453	@sanderkooger/mcp-server-ragdocs An MCP server implementation that provides tools for retrieving and processing …	78	B	79	63	—	79	78
454	MCP Starter Kit Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…	78	B	66	66	—	70	92
455	Hacker News MCP Server Enables AI assistants to access Hacker News content through 9 comprehensive too…	78	B	94	75	—	23	81
456	Substack Reader MCP Server Enables users to manage and read Substack content directly within Claude, inclu…	78	B	90	66	—	39	92
457	claudia AI-native task management system for Claude agents. Hierarchical tasks, depende…	78	B	94	56	—	66	90
458	par5-mcp Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…	78	B	49	100	—	55	95
459	EMMA MCP A custom MCP server that enables Claude to access and query municipal bond data…	78	B	94	—	—	30	95
460	Lichess MCP Enables natural language interaction with Lichess chess platform to play games,…	78	B	100	60	—	41	95
461	Skill Management MCP Server Enables Claude to create, edit, run, and manage reusable skills stored locally,…	78	B	94	62	—	52	95
462	cortexgraph Temporal memory system for AI assistants with human-like forgetting curves. All…	78	B	62	82	—	65	95	HT
463	blockrun-mcp Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. …	78	B	88	72	—	50	80
464	Apple MCP A collection of tools that enables Claude AI and Cursor to access native macOS …	78	B	96	58	—	45	82
465	vsync Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCod…	78	B	78	62	—	80	94
466	shop Tabak Brucker in ChatGPT/Claude: Katalog, Beratung, Angebote & Warenkorb-Hand-o…	78	B	—	—	90	—	67
467	@myvtp/mcp Enables application deployment and management on the VTP platform directly thro…	78	B	94	62	—	48	82
468	n8n Workflow Builder Enables AI assistants to manage n8n automation workflows through natural langua…	78	B	94	100	—	48	81
469	gemini-mcp Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & C…	78	B	90	72	—	58	83
470	Llama 4 Maverick MCP Server Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…	78	B	90	73	—	18	95
471	steam-mcp Connect Claude to your Steam library. Query your games, playtime, recently play…	78	B	72	—	—	67	95
472	BlenderMCP Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…	78	B	66	82	—	44	95
473	context-harness Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…	78	B	90	30	—	82	94
474	mcp-client-for-ollama Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring …	78	B	94	37	—	86	92
475	ClickUp MCP Sedrver ClickUp MCP Server enables AI assistants to seamlessly interact with your Click…	78	B	60	71	—	87	82
476	mcp-ollama MCP server wrapping local Ollama models for offload from API-priced orchestrato…	78	B	72	—	—	65	95
477	polymarket-mcp-server 🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…	78	B	100	41	—	73	81
478	tl-draw-mcp Enables Claude to draw on a live tldraw canvas from prompts, with real-time vis…	78	B	78	—	—	54	95
479	deploy Deploy any app to any cloud. 20 tools for deployments, previews, and management.	78	B	90	—	—	53	83
480	Claude Desktop Commander MCP Allows Claude to execute terminal commands on your computer and perform file sy…	78	B	90	82	—	39	95
481	gptzero-mcp AI detection for text content with GPTZero API. Detect AI-generated text, get c…	78	B	84	73	—	46	80
482	ccxt-mcp CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by…	78	B	82	71	—	69	87
483	mcp-server AI text detection and humanization for Claude Code, Cursor, and Windsurf.	78	B	72	75	—	57	83
484	Qwen Max MCP Server Enables text generation using the Qwen Max language model with configurable par…	78	B	86	68	—	45	82
485	pykrx-mcp Provides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fund…	78	B	54	82	—	71	95
486	Draw-it-MCP A browser-based drawing application with AI integration that enables Claude to …	78	B	94	50	—	47	95
487	Bambu Lab MCP Server Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…	78	B	90	71	—	54	90
488	multi-ai-advisor A Model Context Protocol (MCP) server that queries multiple Ollama models and c…	78	B	68	100	—	53	90
489	Claudegram MCP server that enables Claude Code to interact with a personal Telegram accoun…	78	B	72	—	—	64	95
490	Agent Communication MCP Server Enables Claude to coordinate multiple specialized AI agents by creating tasks, …	78	B	96	32	—	78	90
491	BlenderMCP Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…	78	B	66	82	—	46	95
492	Garmin Connect MCP Server Connects Claude Desktop to Garmin Connect, enabling natural language queries of…	78	B	88	71	—	71	77
493	openai-mcp MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…	78	B	76	—	—	58	95
494	gemini-mcp-bridge MCP server that wraps Gemini CLI as a subprocess, exposing its capabilities as …	78	B	76	—	—	84	75
495	Edge TTS MCP A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…	78	B	72	82	—	45	90
496	Distill A Claude Code MCP server that converts saved articles into AI-generated convers…	78	B	78	—	—	55	95
497	Lichess MCP Connects Claude to Lichess for playing chess games, analyzing positions with St…	78	B	90	—	—	35	95
498	sample-agentic-ai-web This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…	78	B	96	50	—	50	95
499	Microsoft Todo MCP Service A Model Context Protocol service for Claude that enables natural language inter…	78	B	72	100	—	22	81
500	gemini MCP server that exposes Google Gemini as tools for Claude Code	78	B	72	72	—	69	83

Showing 451–500 of 8663 servers

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