MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14551
davibauer
COTI MCP Server Claim
Enables AI applications to interact with the COTI blockchain for private token …
D 50 66 78 10 0 52 76 92
14552
guilhermelirio
An MCP server that enables querying detailed address information from Brazilian…
D 50 66 33 63 0 40 81 88
14553
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
14554
Skobyn
A stdio-based server that enables interaction with the DataForSEO API through t…
D 50 66 68 37 0 20 81 88
14555
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
14556
idapixl
Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), f…
D 50 66 76 0 0 64 81 89
14557
jeneen24
A multi-functional AI agent with an Arabic legal chatbot, Google search capabil…
D 50 54 44 22 N/A 16 95 67
14558
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
14559
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 66 33 52 0 41 81 100
14560
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
D 50 64 72 36 0 45 95 48
14561
eatenbywo1ves
Advanced server for simulating financial models and stochastic processes, offer…
D 50 55 46 22 21 81 77
14562
echomindr
echomindr Claim
Real founder decisions, lessons and signals from 100+ podcasts — searchable by …
D 50 66 76 10 0 45 82 92
14563
132262B
Provides guidelines for writing proper apologies based on the situation, relati…
D 50 55 42 22 25 81 78
14564
noomgithub2020
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
D 50 66 33 55 0 41 81 100
14565
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 66 62 28 0 42 81 91
14566
xiaobenyang-com
A sequential thinking tool based on the MCP protocol, used to break down comple…
D 50 64 72 68 0 45 95 12
14567
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 64 42 41 0 32 95 92
14568
lyrken
Pagila MCP Claim
A read-only Model Context Protocol server developed with FastMCP for querying t…
D 50 55 44 30 26 76 73
14569
AbdelatifAbualya
A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapt…
D 50 66 60 50 0 39 81 67
14570
su-myeong
Send greetings, perform quick calculations, check the current time, and generat…
D 50 64 60 56 0 29 95 55
14571
a1j9o94
Swiss Claim 1
Swiss MCP is your AI-powered command center for orchestrating complex tasks wit…
D 50 54 56 25 N/A 37 95 32
14572
richardadonnell
privacy-mcp Claim 1
An MCP server that enables users to manage Privacy.com virtual cards, track tra…
D 50 64 57 35 0 25 95 89
14573
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
14574
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 55 48 17 16 81 82
14575
DebMs123
An MCP server that enables Microsoft Copilot Studio to fetch random jokes from …
D 50 55 45 27 54 76 53
14576
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14577
Cavendo-AI
Save and query market signals from your AI conversations.
D 50 66 76 0 0 57 81 95
14578
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
14579
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
14580
sarathvad1811
An MCP server implementation that enables users to interact with the PokeAPI to…
D 50 55 33 25 16 81 96
14581
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14582
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
14583
ahmadsl
ChartPane Claim
Renders interactive Chart.js charts and dashboards inline in AI conversations.
D 49 66 66 10 0 59 81 88
14584
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
14585
Amila-Deshan
Enables deploying MCP servers on Cloudflare Workers with OAuth authentication a…
D 49 66 54 60 0 26 80 70
14586
Richardsun85
Enables deploying a Model Context Protocol server on Cloudflare Workers with in…
D 49 66 54 57 0 21 81 77
14587
akarnik23
Enables interaction with Spotify's music catalog through natural language conve…
D 49 66 48 46 0 22 81 100
14588
mlei06
Provides specialized analytics tools for querying VSee's Elasticsearch stats-\*…
D 49 66 84 0 0 45 83 87
14589
akarnik23
Enables access to GitHub repositories and data through the GitHub API. Supports…
D 49 66 48 46 0 22 81 96
14590
neverMEH
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
D 49 66 54 57 0 26 78 77
14591
neil-props
Remote MCP Server Claim
A Cloudflare Workers-based implementation of a Model Context Protocol server th…
D 49 66 54 57 0 21 81 76
14592
Calq-dev
Calq MCP Claim
A comprehensive MCP server for time tracking, project management, and AI-powere…
D 49 66 76 10 0 39 78 91
14593
ferrants
Python Streamable HTTP Server you can run locally to interact with [memvid](htt…
D 49 54 50 22 N/A 20 92 57
14594
Digitaliko
superfaktura-mcp Claim
D 49 66 88 10 0 32 77 87
14595
iskakaushik
ClickHouse MCP Server Claim 4
An MCP server for ClickHouse.
D 49 55 27 27 41 76 83
14596
Paladiamors
Enables LLM applications to interact with Google's Jules AI coding assistant to…
D 49 66 60 36 0 30 81 90
14597
EmAa-F
Enables deploying and running a Model Context Protocol (MCP) server on Cloudfla…
D 49 66 54 57 0 21 81 76
14598
signnow
Enables developers to interact with SignNow API for document signing workflows,…
D 49 64 39 25 0 66 95 83
14599
daniel8824-del
A Python-based MCP server that collects, analyzes, and visualizes forest fire o…
D 49 54 48 31 N/A 36 82 46
14600
Mark850409
Facilitates enhanced interaction with large language models (LLMs) by providing…
D 49 66 66 25 0 23 81 97
Showing 14551–14600 of 66502 servers
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