MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29751
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14551
mcpol-studio
SSH MCP Server Claim 1
An MCP server that enables AI assistants to execute shell commands and manage f…
D 50 55 45 15 40 67 88
14552
MShekow
Returns the latest package / dependency / tool versions for Python, NPM, Go, Do…
D 50 66 60 10 0 67 81 94
14553
arnabgho
A FastMCP server that provides virtual try-on functionality through the Replica…
D 50 66 60 45 0 21 81 94
14554
langchain-ai
An MCP server that provides tools to load and fetch documentation from any llms…
D 50 66 53 25 0 66 81 90
14555
SlideSpeak
Slidespeak Claim
Generate PowerPoint presentations using the Slidespeak API
D 50 66 76 10 0 44 81 90
14556
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 64 72 67 0 45 95 15
14557
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 66 33 52 0 41 81 100
14558
doodlydan
mcp.shop Claim
An MCP-based web shop server that enables users to authenticate and order t-shi…
D 50 66 72 10 0 46 81 95
14559
Isaac-theori
Character Counter Claim
Count occurrences of any character in text with precision. Quickly check freque…
D 50 54 50 31 N/A 27 95 42
14560
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14561
AbdelatifAbualya
A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapt…
D 50 66 60 50 0 39 81 67
14562
switchblxdee
MCP Guide Claim
A guide for implementing Model Context Protocol (MCP) servers that provide AI m…
D 50 55 42 35 34 81 58
14563
xiaobenyang-com
cook-tool Claim
A recipe query tool that supports querying recipes and reporting dish names thr…
D 50 64 72 66 0 45 95 12
14564
squidlerio
@squidlerio/mcp Claim
An MCP proxy that connects AI clients to the remote Squidler MCP server while p…
D 50 66 78 10 0 32 80 98
14565
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14566
adw1029
An MCP server hosted on AWS Lambda that provides tools for retrieving user prof…
D 50 55 27 20 25 81 100
14567
aamangeldi
Get a random dad joke or search by keyword to fit any moment. Retrieve specific…
D 50 66 48 30 0 50 83 98
14568
Skobyn
A stdio-based server that enables interaction with the DataForSEO API through t…
D 50 66 68 37 0 20 81 88
14569
coastli
Bazi MCP Claim 1
Provides accurate Chinese Bazi (八字) fortune-telling calculations including birt…
D 50 66 62 56 0 47 83 53
14570
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 66 45 66 0 17 81 91
14571
VitexSoftware
AbraFlexi Claim 1
MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
D 50 64 69 10 0 45 95 84
14572
Attilio81
MCP Public APIs Claim 1
An MCP server that indexes the public-apis catalogue, allowing LLMs to search a…
D 50 55 45 0 27 82 99
14573
dmarsters
Translates wine tasting vocabulary (varietal, terroir, balance, aging) into vis…
D 50 66 78 27 0 30 83 80
14574
aiwithbenefits
MCP Memory Claim 1
An MCP server that gives AI assistants the ability to remember user information…
D 50 66 51 58 0 24 81 82
14575
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14576
NitishGourishetty
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-age…
D 50 64 60 32 0 29 83 96
14577
tmzmfldkqls
Test MCP Server Claim
A simple MCP server combining FastMCP and LangGraph that enables AI agent inter…
D 50 55 48 17 24 81 79
14578
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 64 42 41 0 32 95 92
14579
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 55 48 0 25 80 98
14580
xiaobenyang-com
Access Apple's official developer documentation, frameworks, APIs, and WWDC vid…
D 50 64 72 37 0 45 95 47
14581
sleipner42
MatMCP Claim
Enables AI assistants to interact with Mathem.se, a Swedish online grocery stor…
D 50 64 68 23 0 22 95 89
14582
Citedy
Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analy…
D 50 66 66 10 0 63 81 91
14583
kkdai
Remote MCP Server Claim
A Cloudflare Workers implementation of Model Context Protocol server that enabl…
D 49 66 54 57 0 21 81 79
14584
saurabhlalsaxena
Enables deploying a Model Context Protocol (MCP) server on Cloudflare Workers w…
D 49 66 54 60 0 21 81 77
14585
vulh1209
Context Bank MCP Claim 1
An MCP server that provides an interface for querying the AtherOS knowledge bas…
D 49 66 45 38 0 50 81 89
14586
torshepherd
Compiler Explorer MCP Claim 1
A Model Context Protocol server that connects LLMs to the Compiler Explorer API…
D 49 64 23 62 0 27 95 94
14587
answerlink
An all-in-one MCP server providing complete AI agent capabilities including fil…
D 49 66 54 42 0 36 80 86
14588
gigachadtrey
Enables interaction with WebSim's public API to browse projects, discover trend…
D 49 66 78 10 0 24 81 100
14589
jhw7500
Email MCP Server Claim 2
This MCP server enables users to manage emails via POP3 and SMTP protocols, all…
D 49 55 72 0 30 74 65
14590
benjamin920101
Enables searching Taiwan FDA drug database by various criteria (English/Chinese…
D 49 66 54 38 0 30 81 90
14591
MetehanGZL
Provide detailed Pokémon data and information through a standardized MCP interf…
D 49 66 36 62 0 23 81 93
14592
self-tech-labs
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
D 49 66 54 57 0 21 81 77
14593
Verodat
Verodat MCP Server Claim 1
An MCP server that integrates Verodat's data management capabilities with AI sy…
D 49 64 77 0 0 41 95 85
14594
redaphid
MCP Memory Claim 1
An MCP server that enables clients like Cursor, Claude, and Windsurf to remembe…
D 49 66 39 58 0 29 81 93
14595
akarnik23
Enables access to GitHub repositories and data through the GitHub API. Supports…
D 49 66 48 46 0 22 81 96
14596
gepappas98
mcprice ⚡ MCP Server for real-time stock & crypto prices in Claude Desktop / Cu…
D 49 55 42 0 27 81 98
14597
Mark850409
Facilitates enhanced interaction with large language models (LLMs) by providing…
D 49 66 66 25 0 23 81 97
14598
xiaobenyang-com
Drand Claim
drand-mcp-server is a service that provides verifiable random numbers for model…
D 49 64 72 65 0 45 95 10
14599
seatable
seatable Claim 1
MCP server for SeaTable — read, write, search, link, and query data in your bas…
D 49 66 75 10 0 44 72 99
14600
xiaobenyang-com
Chuck-Norris Claim
ChuckNorris MCP server is a tool that provides enhanced prompts for large langu…
D 49 64 72 41 0 45 95 37
Showing 14551–14600 of 53551 servers
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