MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20251 |
An MCP server that exposes RS232 serial port connectivity
|
B 74 3⁄3 | ||||||||
| 20252 |
Enables AI agents to generate, manipulate, and perform algorithmic music using …
|
B 74 4⁄3 | ||||||||
| 20253 |
dotbot
Claim
Structured, auditable AI-assisted development for teams. Zero-dependency MCP se…
|
B 74 3⁄3 | ||||||||
| 20254 |
Persistent cross-project memory for Cursor and Claude Code using local semantic…
|
B 74 3⁄3 | ||||||||
| 20255 |
Crystallize headless commerce tools for AI agents via Model Context Protocol
|
B 74 3⁄3 | ||||||||
| 20256 |
Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and…
|
B 74 4⁄3 | ||||||||
| 20257 |
Crypto intelligence, GitHub trends, market signals, and AI advisor via x402 pay…
|
B 74 3⁄3 | ||||||||
| 20258 |
WHOIS, DNS, SSL, and domain availability lookups for AI assistants
|
B 74 3⁄3 | ||||||||
| 20259 |
LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper brows…
|
B 74 3⁄3 | ||||||||
| 20260 |
A bridge server that converts stdio protocol to streamable-http protocol, allow…
|
B 74 4⁄4 | ||||||||
| 20261 |
Web scraper and token compressor that converts HTML to clean markdown with 70-8…
|
B 74 3⁄3 | ||||||||
| 20262 |
1xn-vmcp
Claim
vMCP - Virtual Model Context Protocol
|
B 74 4⁄3 | ||||||||
| 20263 |
Enables AI assistants to interact with Power BI datasets through natural langua…
|
B 74 4⁄4 | ||||||||
| 20264 |
Enables AI assistants to interact with Kibana dashboards, visualizations, and E…
|
B 74 4⁄4 | ||||||||
| 20265 |
Connect AI agents to the Counsel API for strategic reasoning, multi-perspective…
|
B 74 4⁄4 | ||||||||
| 20266 |
A server that enables LLMs to programmatically interact with Logseq knowledge g…
|
B 74 4⁄4 | ||||||||
| 20267 |
agentic-memory
Claim
Persistent cognitive graph memory for AI agents — facts, decisions, reasoning c…
|
B 74 4⁄3 | ||||||||
| 20268 |
An AI-native management hub that enables users to control WordPress, WooCommerc…
|
B 74 4⁄4 | ||||||||
| 20269 |
Enables AI assistants to control Discord servers with 93 tools for server manag…
|
B 74 4⁄4 | ||||||||
| 20270 |
MCP Server simplifies the implementation of the Model Context Protocol by provi…
|
B 74 4⁄3 | ||||||||
| 20271 |
Enables management of Hostinger services, allowing users to deploy WordPress si…
|
B 73 4⁄4 | ||||||||
| 20272 |
|
B 73 4⁄3 | ||||||||
| 20273 |
MCP server for DeLonghi ECAM espresso coffee machines via local network
|
B 73 3⁄3 | ||||||||
| 20274 |
mcpls
Claim
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as M…
|
B 73 4⁄3 | ||||||||
| 20275 |
OpenMetadata
Claim
OpenMetadata is a unified metadata platform for data discovery, data observabil…
|
B 73 4⁄3 | ||||||||
| 20276 |
Provides AI assistants with vector search and persistent memory capabilities us…
|
B 73 4⁄4 | ||||||||
| 20277 |
400+ ServiceNow MCP tools + 26 AI capabilities + fluent query, batch API, BYOK …
|
B 73 4⁄3 | ||||||||
| 20278 |
dvmcp
Claim
DVMCP is a bridge implementation that connects Model Context Protocol (MCP) ser…
|
B 73 4⁄3 | ||||||||
| 20279 |
A local MCP server that enables direct, persistent communication between multip…
|
B 73 3⁄3 | ||||||||
| 20280 |
Quadruple consensus MCP server for code validation using Codex, Gemini, and Qwen
|
B 73 4⁄3 | ||||||||
| 20281 |
🔍 Perplexity AI MCP without API key
|
B 73 3⁄3 | ||||||||
| 20282 |
Exposes codebase analysis data, including module structures, dependencies, and …
|
B 73 3⁄3 | ||||||||
| 20283 |
civic-ai-tools
Claim
Open-source platform connecting AI assistants to government open data — MCP ser…
|
B 73 3⁄3 | ||||||||
| 20284 |
Controls the Stata GUI through Windows Stata Automation COM, enabling do-file m…
|
B 73 3⁄3 | ||||||||
| 20285 |
maxion-mcp-gateway
Claim
Join us at the frontier of efficiency. This hardware-level optimization suite, …
|
B 73 3⁄3 | ||||||||
| 20286 |
MCP server for [RomM](https://github.com/rommapp/romm) retro game library manag…
|
B 73 3⁄3 | ||||||||
| 20287 |
MCP server for Follow Up Boss CRM with 157 tools covering 100% of the official …
|
B 73 4⁄3 | ||||||||
| 20288 |
Enables multiple MCP clients to share a single Chrome instance while maintainin…
|
B 73 3⁄3 | ||||||||
| 20289 |
Locale detect, translations, plurals for AI agents
|
B 73 3⁄3 | ||||||||
| 20290 |
MCP server enabling NPS chatbot interactions, summaries, topic analysis, and ex…
|
B 73 3⁄3 | ||||||||
| 20291 |
Multi-chain EVM blockchain data with companion smart contracts
|
B 73 3⁄3 | ||||||||
| 20292 |
Connects Claude to WordPress sites through the REST API, enabling AI-assisted c…
|
B 73 4⁄4 | ||||||||
| 20293 |
An MCP server that enables AI assistants to control Adobe After Effects through…
|
B 73 4⁄3 | ||||||||
| 20294 |
bamboohr-mcp
Claim
Enables natural language interaction with BambooHR to manage employee records, …
|
B 73 4⁄4 | ||||||||
| 20295 |
Enables complete RPG Maker MZ game development through MCP tools, including aut…
|
B 73 4⁄3 | ||||||||
| 20296 |
mcptools
Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
|
B 73 4⁄3 | ||||||||
| 20297 |
|
B 73 4⁄3 | ||||||||
| 20298 |
Scan codebases for AI usage, classify risk, generate EU AI Act compliance repor…
|
B 73 3⁄3 | ||||||||
| 20299 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
|
B 73 3⁄3 | ||||||||
| 20300 |
Connect to VSCode ide and use semantic tools like `find_usages`
|
B 73 4⁄3 | ||||||||