MCP Server Quality Scores

Independent quality analysis of 34076 public MCP servers

34076
Discovered
28891
Scored
2088
Verified
16951
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14501
serpapi
serpapi-mcp Claim
Official SerpApi MCP server for Google, Bing, and other search engines.
D 51 66 88 0 0 58 81 87
14502
jonaheaton
MCP Memory Claim
Enables MCP clients to remember user information, preferences, and behaviors ac…
D 51 66 54 61 0 24 81 84
14503
subspace-lab
SimDoc MCP Server Claim
Enables access to scientific simulation documentation and code snippets for sim…
D 51 66 66 32 0 39 81 93
14504
nrwl
nx-mcp Claim 1
A Model Context Protocol server implementation for Nx
D 51 64 41 15 0 88 94 92
14505
cyberimaginationsi-gif
mcp-smithery Claim
Find user details by client ID, browse registered clients, and discover availab…
D 51 54 30 50 N/A 20 95 54
14506
dreadew
Trino MCP Server Claim
Enables database schema analysis and management for Trino servers through dynam…
D 51 55 54 35 27 81 53
14507
sunhye
Takeoff News Claim
Fetch the latest issue posts and weekly news from Takeoff. Stay current with co…
D 51 54 30 26 N/A 10 95 93
14508
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
14509
jxnl
A Model Context Protocol server implementation that provides a standardized int…
D 50 66 45 66 0 17 81 91
14510
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
14511
MShekow
Returns the latest package / dependency / tool versions for Python, NPM, Go, Do…
D 50 66 60 10 0 67 81 94
14512
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
14513
idapixl
Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), f…
D 50 66 76 0 0 64 81 89
14514
Skobyn
A stdio-based server that enables interaction with the DataForSEO API through t…
D 50 66 68 37 0 20 81 88
14515
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14516
NitishGourishetty
RAG-enabled MCP server using Contextual AI. Supports single-agent and multi-age…
D 50 64 60 32 0 29 83 96
14517
jongan69
Remote MCP Server Claim
A Cloudflare Workers-based server implementing the Model Context Protocol that …
D 50 66 54 52 0 32 81 82
14518
noomgithub2020
A Model Context Protocol server that delivers various types of jokes (Chuck Nor…
D 50 66 33 55 0 41 81 100
14519
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
14520
alexeydubinin
HH JIRA MCP Server Claim 3
A Model Context Protocol server that enables integration with JIRA, allowing us…
D 50 54 45 30 N/A 19 87 63
14521
sarathvad1811
An MCP server implementation that enables users to interact with the PokeAPI to…
D 50 55 33 25 16 81 96
14522
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
14523
fabiogomez
Shell MCP Server Claim
Enables execution of shell commands through a terminal tool and provides access…
D 50 54 54 25 N/A 24 77 66
14524
132262B
Provides guidelines for writing proper apologies based on the situation, relati…
D 50 55 42 22 25 81 78
14525
tonih23
Enables AI agents to search and analyze clinical trial data from ClinicalTrials…
D 50 55 38 22 19 81 91
14526
PoivronMax
CJ-MCP Claim
Provides project-specific context and development templates for Cangjie/ArkTS p…
D 50 54 42 27 N/A 22 95 61
14527
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 55 48 17 16 81 82
14528
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
14529
xiaobenyang-com
Atlas-Docs Claim
The Atlas Docs MCP server provides technical documentation of libraries and fra…
D 50 64 72 67 0 45 95 15
14530
dmarsters
Translates wine tasting vocabulary (varietal, terroir, balance, aging) into vis…
D 50 66 78 27 0 30 83 80
14531
xiaobenyang-com
Access Apple's official developer documentation, frameworks, APIs, and WWDC vid…
D 50 64 72 37 0 45 95 47
14532
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 64 42 41 0 32 95 92
14533
Citedy
AI marketing: SEO articles, trend scouting, competitor analysis, social media, …
D 50 66 66 10 0 63 81 91
14534
salman-khandu
A server that enables Model Context Protocol (MCP) functionality on Cloudflare …
D 50 66 54 57 0 23 81 80
14535
DebMs123
An MCP server that enables Microsoft Copilot Studio to fetch random jokes from …
D 50 55 45 27 54 76 53
14536
adw1029
An MCP server hosted on AWS Lambda that provides tools for retrieving user prof…
D 50 55 27 20 25 81 100
14537
Jeremy-33456
MCP4Amazon Claim 1
An MCP server that enables large language models to directly access and analyze…
D 50 54 27 25 N/A 20 95 82
14538
Brunwo
A remote MCP server implementation that integrates with Stripe, enabling AI ass…
D 50 66 48 67 0 21 81 83
14539
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
D 50 64 72 36 0 45 95 48
14540
guilhermelirio
An MCP server that enables querying detailed address information from Brazilian…
D 50 66 33 63 0 40 81 88
14541
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
14542
SlideSpeak
Slidespeak Claim
Generate PowerPoint presentations using the Slidespeak API
D 50 66 76 10 0 44 81 90
14543
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
14544
VitexSoftware
AbraFlexi Claim 1
MCP server for AbraFlexi ERP — invoices, contacts, products, bank transactions.
D 50 64 69 10 0 45 95 84
14545
adi2355
ResumeTailor Claim 1
An MCP server that enables users to automatically tailor LibreOffice resumes by…
D 50 55 45 33 19 72 79
14546
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 54 27 22 N/A 19 95 88
14547
smithery-ai
Ntropy MCP Server Claim 1
Enables enrichment of banking data through the Ntropy API, including creating a…
D 50 66 72 32 0 20 81 89
14548
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 66 62 28 0 42 81 91
14549
mottibec
An MCP server implementation that enables dynamic configuration of OpenTelemetr…
D 50 54 45 31 N/A 47 90 35
14550
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
Showing 14501–14550 of 34076 servers
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