MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 4 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20851 |
AutoWP MCP (Model Context Protocol) server connects Claude to WordPress site an…
|
B 73 4⁄4 | ||||||||
| 20852 |
Enables AI assistants to interact with Obsidian vaults through direct filesyste…
|
B 73 4⁄3 | ||||||||
| 20853 |
Skylight Calendar for Claude — family events, chores, and rewards.
|
B 73 3⁄3 | ||||||||
| 20854 |
Cryptographic accountability for AI agents. Ed25519-signed receipts for every M…
|
B 73 3⁄3 | ||||||||
| 20855 |
Gilbert meetings: list, search, and fetch transcripts & summaries via MCP.
|
B 73 3⁄3 | ||||||||
| 20856 |
whmcs-mcp-server
Claim
MCP server to help manage a WHMCS installation.
|
B 73 4⁄4 | ||||||||
| 20857 |
Gives a Microsoft Copilot Studio agent Claude-Code-style tools to read, edit, s…
|
B 73 3⁄3 | ||||||||
| 20858 |
Create agentic AI workflows in ROBLOX Studio
|
B 73 4⁄3 | ||||||||
| 20859 |
RAPID MCP Server
Claim
A local server that provides powerful code analysis and search capabilities for…
|
B 73 4⁄3 | ||||||||
| 20860 |
mcpls
Claim
Universal MCP to LSP bridge - expose Language Server Protocol capabilities as M…
|
B 73 4⁄3 | ||||||||
| 20861 |
Headless browser with SHA-256 audit trails and Ed25519-signed proof bundles for…
|
B 73 4⁄3 | ||||||||
| 20862 |
Enables AI interaction with embodied humans, autonomous vehicles, and drones th…
|
B 73 3⁄3 | ||||||||
| 20863 |
glowfic-rag
Claim
Provides semantic search capabilities over glowfic.com content using a pre-buil…
|
B 73 3⁄3 | ||||||||
| 20864 |
Safety first. Hardware-verified DeFi for AI agents — designed for when the AI c…
|
B 73 3⁄3 | ||||||||
| 20865 |
MCP server for Litra.ai – AI-powered academic paper search with relevance scori…
|
B 73 3⁄3 | ||||||||
| 20866 |
Lastest
Claim
MCP serverr for Lastest to manage your tests, AI create them, run them, and spe…
|
B 73 3⁄3 | ||||||||
| 20867 |
Locale detect, translations, plurals for AI agents
|
B 73 3⁄3 | ||||||||
| 20868 |
Inspect and edit Three.js scenes, materials, shaders, lights in real time from …
|
B 73 4⁄3 | ||||||||
| 20869 |
Provides 51 granular tools for Spotify control and data retrieval, optimized fo…
|
B 73 4⁄4 | ||||||||
| 20870 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20871 |
mcptools
Claim
A command-line interface for interacting with MCP (Model Context Protocol) serv…
|
B 73 4⁄3 | ||||||||
| 20872 |
List and fetch official Pine Labs SDK API documentation via MCP tools.
|
B 72 3⁄3 | ||||||||
| 20873 |
MCP server for the GitLab REST API providing tools to manage projects, merge re…
|
B 72 4⁄3 | ||||||||
| 20874 |
Provides advanced analysis of conversations from Limitless Pendant recordings, …
|
B 72 4⁄4 | ||||||||
| 20875 |
mcp-gateway
Claim
MCP gateway with single-port multiplexing and meta-tools that replace individua…
|
B 72 4⁄4 | ||||||||
| 20876 |
Connects AI coding assistants to Snyk API & Web for onboarding scan targets, co…
|
B 72 3⁄3 | ||||||||
| 20877 |
A comprehensive Model Context Protocol server that analyzes AWS costs and provi…
|
B 72 4⁄4 | ||||||||
| 20878 |
MCP server for Allure TestOps — lets an LLM agent (Claude Code, Cursor,
Windsur…
|
B 72 3⁄3 | ||||||||
| 20879 |
Enables users to manage Hetzner Cloud resources including servers, load balance…
|
B 72 4⁄4 | ||||||||
| 20880 |
An MCP (Model Context Protocol) server that provides access to Bing Webmaster T…
|
B 72 4⁄4 | ||||||||
| 20881 |
studiomeyer-crm
Claim
AI-native CRM with 33 tools. Pipeline, leads, health scores, revenue analytics,…
|
B 72 3⁄3 | ||||||||
| 20882 |
sei-mcp-server
Claim
|
B 72 4⁄3 | ||||||||
| 20883 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
|
B 72 3⁄3 | ||||||||
| 20884 |
AI-powered commerce MCP server with 22 tools: shopping cart (TMF663), orders (T…
|
B 72 4⁄4 | ||||||||
| 20885 |
A server that enables management of ApiPost API documentation and team collabor…
|
B 72 4⁄4 | ||||||||
| 20886 |
Provides AI agents with read-only access to Google Search Console data, includi…
|
B 72 3⁄3 | ||||||||
| 20887 |
A foundational project for quickly developing Model Context Protocol servers us…
|
B 72 3⁄3 | ||||||||
| 20888 |
calculator-server
Claim
A comprehensive Go-based MCP server for mathematical computations, implementing…
|
B 72 4⁄3 | ||||||||
| 20889 |
Enables comprehensive interaction with self-hosted Jira instances using Persona…
|
B 72 4⁄4 | ||||||||
| 20890 |
Solar estimates, provider comparison, energy prices and blog for Italy
|
B 72 3⁄3 | ||||||||
| 20891 |
|
B 72 4⁄3 | ||||||||
| 20892 |
LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server desig…
|
B 72 4⁄3 | ||||||||
| 20893 |
Provides comprehensive access to Jira Cloud and Data Center instances for manag…
|
B 72 4⁄4 | ||||||||
| 20894 |
MCP server for IBM Watson Orchestrate (WXO). Manage tools, agents, connections,…
|
B 72 4⁄3 | ||||||||
| 20895 |
A Qdrant MCP server
|
B 72 4⁄3 | ||||||||
| 20896 |
Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling …
|
B 72 4⁄4 | ||||||||
| 20897 |
Enables LLMs to write, append, and manage files in txt, md, csv, and xlsx forma…
|
B 72 3⁄3 | ||||||||
| 20898 |
MSFConsole MCP Server
Claim
Enables secure integration with Metasploit Framework for AI assistants, providi…
|
B 72 4⁄3 | ||||||||
| 20899 |
cupertino
Claim
Apple Documentation MCP Server. Search Apple developer docs, Swift Evolution pr…
|
B 72 3⁄3 | ||||||||
| 20900 |
An MCP server providing comprehensive access to Ethereum blockchain data across…
|
B 72 4⁄4 | ||||||||