MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28840
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11351
AndrewMusser
Enables AI assistants to interact with B\&R Automation Studio projects by build…
C 63 54 72 30 N/A 40 84 86
11352
Linkingooo
renderdoc-mcp Claim
Enables AI assistants to analyze RenderDoc GPU frame captures for graphics debu…
C 63 54 72 28 N/A 30 87 92
11353
rftsngl
Provides job search functionality using Careerjet API with features for keyword…
C 63 55 60 58 16 81 92
11354
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11355
weibaohui
kom Claim 1
Provides MCP multi-cluster Kubernetes management and operations. It can be inte…
C 63 55 66 37 87 81 50
11356
netixc
Reddit MCP Server Claim
Enables interaction with Reddit through the Reddit API, allowing users to searc…
C 63 55 68 41 23 78 98
11357
kukapay
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
C 63 55 50 40 49 81 100
11358
slyfox1186
A Model Context Protocol server that provides unified access to 400+ AI models …
C 63 55 55 41 44 81 96
11359
IoanaCristescu15
Enables Claude and other MCP clients to access and process arXiv papers by fetc…
C 63 55 72 25 44 81 94
11360
kolarova-ops
Rohlik MCP Server Claim 1
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
C 63 66 84 70 0 47 80 96
11361
datris
Datris Claim
AI Agent-Native Data Platform — ingest, validate, transform, and query data.
C 63 55 92 0 N/A 54 69 99
11362
kukapay
hyperliquid-info-mcp Claim 1
An MCP server that provides real-time data and insights from the Hyperliquid pe…
C 63 55 51 45 42 82 94
11363
joaquinsoza
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 63 55 45 70 23 81 88
11364
mirodn
mcp-server-public-transport is an open-source, locally hosted server providing …
C 63 66 72 76 0 54 82 94
11365
g4-business-ai
Enables deployment of a customizable MCP server on Cloudflare Workers without a…
C 63 55 48 70 24 81 84
11366
brienhackney
Enables AI agents to create and manage Kibana dashboards, Lens visualizations, …
C 63 66 78 46 47 25 78 93
11367
0xGval
A lightweight toolkit that enables Claude to search Twitter with natural langua…
C 63 55 88 82 19 81 23
11368
drewautomates
Connects your Noverload saved content library to AI assistants, enabling search…
C 63 66 92 72 0 35 81 92
11369
fgasparetto
MCP server for Italian electronic invoicing (SDI) via Invoicetronic API
C 63 54 51 40 N/A 47 80 98
11370
eva-wanxin-git
Provides comprehensive Windows system control including file operations, proces…
C 63 55 72 83 N/A 21 95 27
11371
trtyr
MCP-Gateway Claim
MCP-Gateway
C 63 55 60 31 47 81 97
11372
AgentBase1
Search and retrieve agent instruction files: system prompts, skills, workflows,…
C 63 64 94 60 0 27 95 95
11373
crewAIInc
this is my first mcp
C 63 54 66 22 N/A 36 95 91
11374
walkingzzzy
Office MCP Server Claim
AI-powered Office automation server that enables creating, editing, and process…
C 63 55 78 30 40 81 78
11375
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 55 54 37 51 77 100
11376
thejens
Lyngdorf MCP Server Claim 1
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
C 63 66 90 77 0 31 81 94
11377
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 55 48 68 26 84 81
11378
infranodus
Map text into knowledge graphs to create a structured representation of concept…
C 63 66 86 71 0 54 81 82
11379
Traia-IO
Provides Model Context Protocol access to the ICON MCP v101 API with support fo…
C 63 55 68 46 24 80 91
11380
gomarble-ai
A FastMCP-powered server that connects Google Analytics 4 data to Claude Deskto…
C 63 55 60 40 38 80 95
11381
debanshd
Enables web search capabilities through the Tavily API via the Model Context Pr…
C 63 55 60 51 24 81 93
11382
aqibqureshi786
Enables natural language interaction with FastAPI applications through Google's…
C 63 55 54 56 19 81 96
11383
vsaez
mcp-spotify-player Claim
MCP server to manage Spotify from MCP clients
C 63 64 96 41 0 64 89 94
11384
pbohannon
Notion API MCP Server Claim 1
Enables advanced todo list management and content organization using Notion's A…
C 63 55 90 58 38 81 34
11385
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11386
webcoderz
MCP-Geo Claim 1
Geocoding MCP server for nominatim, ArcGIS, Bing
C 63 54 50 31 N/A 46 92 99
11387
elizabethsiegle
A deployable Model Context Protocol server on Cloudflare Workers that runs with…
C 63 55 48 66 26 84 85
11388
mjftw
Enables storage and retrieval of knowledge in a graph database format, allowing…
C 63 55 94 28 24 76 82
11389
rugvedp
This MCP fetches trending data from platforms like YouTube, TikTok, and Instagr…
C 63 54 66 37 N/A 19 95 90
11390
colinterface
Provides access to Bay Wheels realtime bikeshare data, enabling users to find n…
C 63 55 72 30 29 82 94
11391
sourcefuse
A Model Context Protocol server that enables generating and managing Robot Fram…
C 63 55 45 82 N/A 45 95 44
11392
wudongjie
A TypeScript-based MCP server implementing a simple notes system that allows us…
C 63 54 62 67 N/A 27 82 65
11393
askbudi
roundtable Claim
Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…
C 63 55 72 31 32 80 95
11394
sujjadshaik
A simple Model Context Protocol (MCP) server that allows GitHub Copilot to acce…
C 63 54 56 27 N/A 39 95 100
11395
owanio1992
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 81
11396
DIodide
A basic Model Context Protocol server template ready for Dedalus deployment, de…
C 63 64 86 62 0 25 95 100
11397
AceDataCloud
mcp-serp Claim 1
MCP server for Google search results via SERP API
C 63 55 73 0 72 80 100
11398
jifrozen0110
MCP Riot Server Claim
A community-developed Model Context Protocol server that integrates with the Ri…
C 63 55 50 41 58 81 92
11399
alexkiwi1
Enables comprehensive interaction with NetBox infrastructure management through…
C 63 55 60 41 46 81 86
11400
krishna-paulraj
X MCP Server Claim
Enables users to interact with X (Twitter) through the X API. Supports posting …
C 63 55 78 75 24 81 38
Showing 11351–11400 of 33692 servers
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