MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4651
ebbfijsf
agent-reader Claim
Document beautifier for AI agents. Converts Markdown to styled webpages (with s…
B 74 54 84 36 N/A 79 87 87
4652
hyun-hyang
playwright-mcp Claim 2
B 74 55 62 100 N/A 52 95 54
4653
inteligencianegociosmmx
Vega-Lite MCP Server Claim 1
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
B 74 55 94 91 45 81 42
4654
anip1805-dotcom
Provides AI agents with professional coding standards, development best practic…
B 74 54 78 58 N/A 31 95 99
4655
zym9863
Enables users to generate high-quality images using ModelScope's Qwen-Image mod…
B 74 55 90 68 62 80 61
4656
Sorbh
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
B 74 55 94 57 25 81 99
4657
HITENDRAPAL3
YouTube MCP Server Claim 1
Enables AI agents to search for YouTube videos and play them in the default bro…
B 74 55 94 62 27 80 91
4658
FrancoSbaffi
xhs-mcp Claim
Enables AI agents to automatically publish photo notes to Xiaohongshu (RedNote)…
B 74 54 90 50 N/A 43 87 93
4659
n24q02m
better-godot-mcp Claim 2
18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScrip…
B 74 55 51 100 N/A 79 95 44
4660
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4661
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4662
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server that provides access to the…
B 74 55 94 60 31 83 91
4663
cyqlelabs
A Model Context Protocol server that empowers AI agents with metacognitive moni…
B 74 55 69 67 65 81 90
4664
omert11
Enables AI-powered translation of Django gettext .po files while intelligently …
B 74 54 78 60 N/A 38 95 93
4665
CarbonoDev
Provides comprehensive tools for TailwindCSS development including utility clas…
B 74 55 96 91 44 81 43
4666
mattsq
EMS MCP Server Claim
Provides LLM access to the Event Monitoring System (EMS) API for comprehensive …
B 74 55 72 71 48 80 93
4667
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
4668
jasonWong-serviceDirect
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
B 74 55 72 73 45 81 91
4669
yogthos
lattice-mcp Claim 2
Enables processing documents larger than LLM context windows using symbolic com…
B 74 54 75 58 N/A 45 90 97
4670
Augmented-Nature
STRING-db MCP Server Claim 2
A comprehensive Model Context Protocol (MCP) server for accessing the STRING pr…
B 74 55 94 100 31 81 42
4671
MenschMachine
pdfdancer-mcp Claim
Provides access to pdfdancer documentation through search and content retrieval…
B 74 55 72 82 33 81 94
4672
Montimage
MITRE ATT&CK Claim
MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.
B 74 54 84 40 N/A 65 90 91
4673
AICre8dev
AICre8 MCP Server Claim
Enables AI agents to create, modify, and deploy web projects through the AICre8…
B 74 55 76 66 53 76 97
4674
ahmetatar
MCP2Browser Claim
Provides browser automation capabilities through HTTP, allowing AI assistants t…
B 74 54 78 52 N/A 39 95 99
4675
srmorete
ADB MCP Server Claim 1
A TypeScript-based bridge between AI models and Android device functionality, e…
B 74 55 90 82 N/A 54 90 40
4676
heffrey78
Enables comprehensive software lifecycle management with structured tracking of…
B 74 54 92 53 N/A 31 89 91
4677
TheSethRose
A TypeScript template for building Model Context Protocol (MCP) servers that en…
B 74 54 68 68 N/A 38 92 100
4678
caleb-conner
Enables AI assistants to access the Open Food Facts database to query detailed …
B 74 55 78 61 43 81 100
4679
dreamfactorysoftware
DF-MCP Claim
DreamFactory MCP Server enables AI assistants like Claude to directly query you…
B 74 55 70 57 N/A 64 82 99
4680
riotofgeese
Gemini MCP Server Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 55 84 72 25 81 92
4681
MadhurToshniwal
Integrates the OpenWeather API with Claude to provide real-time weather updates…
B 74 55 78 63 39 82 100
4682
aryanduntley
aifp Claim
Database-driven FP enforcement and project management for AI-maintained codebas…
B 74 54 96 26 N/A 62 92 91
4683
epicsagas
alcove Claim
MCP server that gives AI coding agents on-demand access to private project docs…
B 74 54 78 31 N/A 76 95 96
4684
bpamiri
U2 MCP Server Claim 1
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
B 74 54 72 46 N/A 74 83 100
4685
just-every
MCP Task Claim 2
Async MCP server for running long-running AI tasks with real-time progress moni…
B 74 55 96 82 48 81 48
4686
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 55 79 63 78 81 70
4687
0xKoda
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
B 74 55 66 100 46 82 68
4688
PatrickPalmer
MayaMCP Claim 1
MCP server for Autodesk Maya
B 74 54 81 53 N/A 55 87 91
4689
bibash44
Enables AI assistants to create and manipulate Microsoft Word documents program…
B 74 54 78 62 N/A 32 90 100
4690
pinkpixel-dev
Prysm MCP Server Claim 1
A Model Context Protocol server enabling AI assistants to scrape web content wi…
B 74 55 81 60 43 80 97
4691
Om-Shree-0709
Provides comprehensive access to GitHub repositories, issues, pull requests, co…
B 74 55 88 62 24 81 100
4692
irskep
persistproc Claim
MCP server + command line tool that allows agents to see & control long-running…
B 74 54 88 38 N/A 66 92 87
4693
ajtudela
Nav2 MCP Server Claim
Enables control and monitoring of Nav2 navigation operations, including navigat…
B 74 54 88 36 N/A 59 92 90
4694
jonradoff
lastsaas Claim
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, …
B 74 54 72 61 N/A 65 83 92
4695
coderjun
An MCP server that integrates Shaka Packager with Claude AI applications, enabl…
B 74 55 59 82 N/A 48 89 90
4696
delorenj
Facilitates knowledge graph representation with semantic search using Qdrant, s…
B 74 55 94 62 25 80 92
4697
cfdude
Jira MCP Server Claim
Enables enterprise-level integration with Jira's REST API for AI assistants to …
B 74 55 86 43 67 82 91
4698
ttiimmaacc
cinema4d-mcp Claim
Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene cre…
B 74 54 90 40 N/A 54 95 86
4699
ampcome-mcps
Enables task and project management in Todoist through natural language, suppor…
B 74 55 72 67 52 80 96
4700
bdfrost
Enables interaction with Sonarr and Radarr APIs to query media libraries, check…
B 74 55 78 61 50 78 99
Showing 4651–4700 of 46053 servers
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