MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14501
adobe-rnd
Enables LLM assistants to manage Document Authoring (DA) repositories through t…
D 51 6⁄6 ◉ ⏳ 72 0 0 73 81 95
14502
aarons22
paprika-mcp ⚡ Claim 1
An MCP server that provides read-only access to the Paprika Recipe Manager, all…
D 51 5⁄5 ◉ ⏳ 51 0 — 25 81 98
14503
sunhye
Takeoff News ⚡ Claim
Fetch the latest issue posts and weekly news from Takeoff. Stay current with co…
D 51 5⁄4 ◉ ⏳ 30 26 N/A 10 95 93
14504
takada-at
Fortune MCP Server ⚡ Claim
Enables users to perform tarot card readings and generate horoscopes based on s…
D 51 5⁄5 ◉ ⏳ 42 30 — 23 81 78
14505
activepieces
activepieces Claim
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • …
D 51 6⁄6 ◉ ⏳ 50 32 0 70 76 91
14506
ViratGarg2
ElasticMind-MCP ⚡ Claim 1
An MCP server that indexes PDF documentation and text into Elasticsearch for se…
D 51 5⁄5 ◉ ⏳ 33 28 — 26 82 90
14507
Mounika-Nemalipuri
Enables discovery and retrieval of World Bank reports and publications through …
D 51 5⁄5 ◉ ⏳ 54 0 — 25 83 94
14508
briancasteel
Charity MCP Server ⚡ Claim
Enables AI assistants to look up IRS nonprofit data, verify tax-deductible char…
D 51 6⁄6 ◉ ⏳ 84 10 0 31 83 100
14509
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
D 50 6⁄4 ◉ ⏳ 72 36 0 45 95 48
14510
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 6⁄6 ◉ ⏳ 50 50 0 46 81 80
14511
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
14512
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
14513
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
14514
Cavendo-AI
Save and query market signals from your AI conversations.
D 50 6⁄6 ◉ ⏳ 76 0 0 57 81 95
14515
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 5⁄5 ◉ ⏳ 48 17 — 16 81 82
14516
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
14517
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 6⁄6 ◉ ⏳ 33 52 0 41 81 100
14518
noomgithub2020
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
D 50 6⁄6 ◉ ⏳ 33 55 0 41 81 100
14519
132262B
Provides guidelines for writing proper apologies based on the situation, relati…
D 50 5⁄5 ◉ ⏳ 42 22 — 25 81 78
14520
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 6⁄4 ◉ ⏳ 42 41 0 32 95 92
14521
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
14522
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
14523
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
14524
syrusakbary
Enables users to search and retrieve cupcake order records through natural lang…
D 50 6⁄6 ◉ ⏳ 42 53 0 37 81 92
14525
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
14526
CiscoDevNet
Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring…
D 50 6⁄6 ◉ ⏳ 72 20 0 48 82 81
14527
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 6⁄6 ◉ ⏳ 62 28 0 42 81 91
14528
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
14529
NitishGourishetty
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-age…
D 50 6⁄4 ◉ ⏳ 60 32 0 29 83 96
14530
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 6⁄4 ◉ ⏳ 72 67 0 45 95 15
14531
richardadonnell
privacy-mcp Claim 1
An MCP server that enables users to manage Privacy.com virtual cards, track tra…
D 50 6⁄4 ◉ ⏳ 57 35 0 25 95 89
14532
Citedy
Full-stack AI marketing toolkit with 41 MCP tools. Scout X/Reddit trends, analy…
D 50 6⁄6 ◉ ⏳ 66 10 0 63 81 91
14533
echomindr
echomindr ⚡ Claim
Real founder decisions, lessons and signals from 100+ podcasts — searchable by …
D 50 6⁄6 ◉ ⏳ 76 10 0 45 82 92
14534
su-myeong
Send greetings, perform quick calculations, check the current time, and generat…
D 50 6⁄4 ◉ ⏳ 60 56 0 29 95 55
14535
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
14536
DebMs123
An MCP server that enables Microsoft Copilot Studio to fetch random jokes from …
D 50 5⁄5 ◉ ⏳ 45 27 — 54 76 53
14537
aiwithbenefits
MCP Memory Claim 1
An MCP server that gives AI assistants the ability to remember user information…
D 50 6⁄6 ◉ ⏳ 51 58 0 24 81 82
14538
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 5⁄4 ◉ ⏳ 27 22 N/A 19 95 88
14539
xiaobenyang-com
Atlas-Docs ⚡ Claim
The Atlas Docs MCP server provides technical documentation of libraries and fra…
D 50 6⁄4 ◉ ⏳ 72 67 0 45 95 15
14540
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 6⁄6 ◉ ⏳ 45 66 0 17 81 91
14541
PoivronMax
CJ-MCP ⚡ Claim
Provides project-specific context and development templates for Cangjie/ArkTS p…
D 50 5⁄4 ◉ ⏳ 42 27 N/A 22 95 61
14542
VitexSoftware
AbraFlexi ⚡ Claim 1
MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
D 50 6⁄4 ◉ ⏳ 69 10 0 45 95 84
14543
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
14544
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
14545
YashKushwaha
Provide a simple and minimal MCP server implementation to help developers get s…
D 50 5⁄4 ◉ ⏳ 24 17 N/A 19 92 100
14546
Isaac-theori
Character Counter ⚡ Claim
Count occurrences of any character in text with precision. Quickly check freque…
D 50 5⁄4 ◉ ⏳ 50 31 N/A 27 95 42
14547
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 5⁄5 ◉ ⏳ 48 0 — 25 80 98
14548
dmarsters
Translates wine tasting vocabulary (varietal, terroir, balance, aging) into vis…
D 50 6⁄6 ◉ ⏳ 78 27 0 30 83 80
14549
smithery-ai
Ntropy MCP Server ⚡ Claim 1
Enables enrichment of banking data through the Ntropy API, including creating a…
D 50 6⁄6 ◉ ⏳ 72 32 0 20 81 89
14550
adw1029
An MCP server hosted on AWS Lambda that provides tools for retrieving user prof…
D 50 5⁄5 ◉ ⏳ 27 20 — 25 81 100
Showing 14501–14550 of 69135 servers
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