MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14551
grocco
Remote MCP Server ⚡ Claim
A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) s…
D 50 6⁄6 ◉ ⏳ 54 57 0 21 81 81
14552
a1j9o94
Swiss ⚡ Claim 1
Swiss MCP is your AI-powered command center for orchestrating complex tasks wit…
D 50 5⁄4 ◉ ⏳ 56 25 N/A 37 95 32
14553
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 6⁄6 ◉ ⏳ 60 33 0 40 81 92
14554
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 6⁄4 ◉ ⏳ 72 67 0 45 95 15
14555
xiaobenyang-com
Chess Claim 1
An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validat…
D 50 6⁄4 ◉ ⏳ 57 68 0 45 95 35
14556
hyunol7
A Model Context Protocol server that integrates with Slack API, allowing users …
D 50 5⁄5 ◉ ⏳ 45 43 — 16 82 58
14557
xiaobenyang-com
A sequential thinking tool based on the MCP protocol, used to break down comple…
D 50 6⁄4 ◉ ⏳ 72 68 0 45 95 12
14558
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 6⁄4 ◉ ⏳ 42 41 0 32 95 92
14559
lyrken
Pagila MCP Claim
A read-only Model Context Protocol server developed with FastMCP for querying t…
D 50 5⁄5 ◉ ⏳ 44 30 — 26 76 73
14560
DebMs123
An MCP server that enables Microsoft Copilot Studio to fetch random jokes from …
D 50 5⁄5 ◉ ⏳ 45 27 — 54 76 53
14561
feraranas
A tool for deploying an authentication-free Model Context Protocol server on Cl…
D 50 6⁄6 ◉ ⏳ 48 66 0 22 81 82
14562
adw1029
An MCP server hosted on AWS Lambda that provides tools for retrieving user prof…
D 50 5⁄5 ◉ ⏳ 27 20 — 25 81 100
14563
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 5⁄4 ◉ ⏳ 27 22 N/A 19 95 88
14564
mcpol-studio
SSH MCP Server Claim 1
An MCP server that enables AI assistants to execute shell commands and manage f…
D 50 5⁄5 ◉ ⏳ 45 15 — 40 67 88
14565
fabiogomez
Shell MCP Server ⚡ Claim
Enables execution of shell commands through a terminal tool and provides access…
D 50 5⁄4 ◉ ⏳ 54 25 N/A 24 77 66
14566
su-myeong
Send greetings, perform quick calculations, check the current time, and generat…
D 50 6⁄4 ◉ ⏳ 60 56 0 29 95 55
14567
noomgithub2020
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
D 50 6⁄6 ◉ ⏳ 33 55 0 41 81 100
14568
Jeremy-33456
MCP4Amazon Claim 1
An MCP server that enables large language models to directly access and analyze…
D 50 5⁄4 ◉ ⏳ 27 25 N/A 20 95 82
14569
CiscoDevNet
Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring…
D 50 6⁄6 ◉ ⏳ 72 20 0 48 82 81
14570
tonih23
Enables AI agents to search and analyze clinical trial data from ClinicalTrials…
D 50 5⁄5 ◉ ⏳ 38 22 — 19 81 91
14571
syrusakbary
Enables users to search and retrieve cupcake order records through natural lang…
D 50 6⁄6 ◉ ⏳ 42 53 0 37 81 92
14572
coastli
Bazi MCP ⚡ Claim 1
Provides accurate Chinese Bazi (八字) fortune-telling calculations including birt…
D 50 6⁄6 ◉ ⏳ 62 56 0 47 83 53
14573
aamangeldi
Get a random dad joke or search by keyword to fit any moment. Retrieve specific…
D 50 6⁄6 ◉ ⏳ 48 30 0 50 83 98
14574
132262B
Provides guidelines for writing proper apologies based on the situation, relati…
D 50 5⁄5 ◉ ⏳ 42 22 — 25 81 78
14575
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 5⁄5 ◉ ⏳ 48 17 — 16 81 82
14576
davibauer
COTI MCP Server ⚡ Claim
Enables AI applications to interact with the COTI blockchain for private token …
D 50 6⁄6 ◉ ⏳ 78 10 0 52 76 92
14577
AiAgentKarl
eu-company-mcp-server ⚡ Claim 1
MCP server for EU company and business data. 9 tools: company search (GLEIF, 2M…
D 50 5⁄5 ◉ ⏳ 49 0 — 27 83 94
14578
MSAdministrator
Enrichment MCP Server ⚡ Claim 1
A Model Context Protocol server that enables users to perform third-party enric…
D 50 5⁄5 ◉ ⏳ 51 20 — 16 81 79
14579
Cavendo-AI
Save and query market signals from your AI conversations.
D 50 6⁄6 ◉ ⏳ 76 0 0 57 81 95
14580
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 5⁄5 ◉ ⏳ 45 33 — 19 72 79
14581
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 6⁄6 ◉ ⏳ 50 50 0 46 81 80
14582
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 6⁄6 ◉ ⏳ 33 52 0 41 81 100
14583
xiaobenyang-com
Chuck-Norris Claim
ChuckNorris MCP server is a tool that provides enhanced prompts for large langu…
D 49 6⁄4 ◉ ⏳ 72 41 0 45 95 37
14584
answerlink
An all-in-one MCP server providing complete AI agent capabilities including fil…
D 49 6⁄6 ◉ ⏳ 54 42 0 36 80 86
14585
nachoal
Allows Claude or other MCP-compatible AI assistants to search the web and get u…
D 49 6⁄6 ◉ ⏳ 62 36 0 19 81 94
14586
xiaobenyang-com
Text-Toolkit ⚡ Claim 1
An MCP server that provides text conversion, formatting, and analysis functions…
D 49 6⁄4 ◉ ⏳ 57 65 0 45 95 28
14587
EmAa-F
Enables deploying and running a Model Context Protocol (MCP) server on Cloudfla…
D 49 6⁄6 ◉ ⏳ 54 57 0 21 81 76
14588
Verodat
Verodat MCP Server ⚡ Claim 1
An MCP server that integrates Verodat's data management capabilities with AI sy…
D 49 6⁄4 ◉ ⏳ 77 0 0 41 95 85
14589
mlei06
Provides specialized analytics tools for querying VSee's Elasticsearch stats-\*…
D 49 6⁄6 ◉ ⏳ 84 0 0 45 83 87
14590
seatable
seatable ⚡ Claim 1
MCP server for SeaTable — read, write, search, link, and query data in your bas…
D 49 6⁄6 ◉ ⏳ 75 10 0 44 72 99
14591
ahmadsl
ChartPane ⚡ Claim
Renders interactive Chart.js charts and dashboards inline in AI conversations.
D 49 6⁄6 ◉ ⏳ 66 10 0 59 81 88
14592
Abhishek3689
Weather MCP Server ⚡ Claim
Enables AI assistants to fetch real-time weather data, forecasts up to 10 days,…
D 49 6⁄6 ◉ ⏳ 48 33 0 39 82 98
14593
akarnik23
Enables interaction with Spotify's music catalog through natural language conve…
D 49 6⁄6 ◉ ⏳ 48 46 0 22 81 100
14594
cyyzpanpan
Remote MCP Server ⚡ Claim
A Cloudflare Workers-based Model Context Protocol server that enables AI assist…
D 49 6⁄6 ◉ ⏳ 54 55 0 21 81 77
14595
Digitaliko
superfaktura-mcp ⚡ Claim
D 49 6⁄6 ◉ ⏳ 88 10 0 32 77 87
14596
fennel-s
Remote MCP Server ⚡ Claim
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
D 49 6⁄6 ◉ ⏳ 54 57 0 21 81 79
14597
gepappas98
mcprice ⚡ MCP Server for real-time stock & crypto prices in Claude Desktop / Cu…
D 49 5⁄5 ◉ ⏳ 42 0 — 27 81 98
14598
jhw7500
Email MCP Server ⚡ Claim 2
This MCP server enables users to manage emails via POP3 and SMTP protocols, all…
D 49 5⁄5 ◉ ⏳ 72 0 — 30 74 65
14599
MetehanGZL
Provide detailed Pokémon data and information through a standardized MCP interf…
D 49 6⁄6 ◉ ⏳ 36 62 0 23 81 93
14600
ramadasmr
Look up DNS information for any domain to troubleshoot issues and gather insigh…
D 49 6⁄6 ◉ ⏳ 56 17 0 48 81 100
Showing 14551–14600 of 69135 servers
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