MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13351
douglasqsantos
A minimal Model Context Protocol server that facilitates network-based client c…
C 58 55 50 17 48 83 100
13352
abhiemj
A local MCP server that generates animations using Manim.
C 58 54 48 28 N/A 39 87 89
13353
shoumikdc
Discover the latest arXiv papers by category and keyword. Control how many resu…
C 58 66 76 57 0 34 82 100
13354
woyaxnini
mcp-max-messenger Claim 1
An MCP server for MAX Messenger (Russia's national messenger by VK) that enable…
C 58 54 69 0 41 82 99
13355
NexorAgent
SENTRA MCP Claim
A minimal FastAPI-based MCP server that provides basic utility tools like ping …
C 58 55 56 17 37 81 100
13356
ActiveCampaign
postmark-mcp Claim 1
Experimental MCP server for Postmark, built by Postmark Labs. Designed for tink…
C 58 66 57 76 0 44 81 92
13357
BigVik193
Browse and manage Reddit posts, comments, and threads. Fetch user activity, exp…
C 58 66 66 70 0 29 80 99
13358
Linell
Grimoire Claim
Provides D\&D 5e spell information through search and filtering tools. Access d…
C 58 66 74 60 0 39 81 96
13359
vitalyDV
MySQL MCP Server Claim 1
An MCP server that allows working with MySQL databases by providing tools for e…
C 58 55 47 57 25 80 78
13360
kytona
Provides access to Sentiment402 market sentiment data for global markets, crypt…
C 58 66 66 71 0 45 81 89
13361
narinzar
Handles SQL query execution for a natural language interface to SQLite database…
C 58 54 72 25 N/A 34 88 65
13362
OptLTD
MCP PDF Server Claim
Provides tools for extracting text, performing OCR on scanned documents, and re…
C 58 54 42 32 N/A 23 92 98
13363
SpringMT
A Model Context Protocol (MCP) compliant server that allows Large Language Mode…
C 58 55 48 35 41 81 86
13364
PabloLec
KeyProbe Claim
Audit certificates and keystores to surface expiry risks, weak algorithms, and …
C 58 54 40 26 N/A 45 95 88
13365
rhuanca
Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…
C 58 54 42 31 N/A 27 95 92
13366
ferrants
A starter template for building MCP servers in Python using the streamable HTTP…
C 58 55 54 32 19 83 100
13367
jacklenzotti
PullPush Reddit Claim
Search Reddit comments and submissions via PullPush.io with filtering by subred…
C 58 55 68 0 N/A 55 81 93
13368
skemacms
The official Model Context Protocol server for Skema CMS, enabling AI clients t…
C 58 66 78 50 0 41 82 100
13369
Nathansnmmer
Enables AI image generation through LiblibAI API with natural language prompts.…
C 58 55 50 46 16 81 90
13370
im-knots
the-academy Claim
A Socratic dialogue engine for AI agents.
C 58 64 92 30 0 42 90 91
13371
ryaker
appstore-connect-mcp Claim 3
MCP server for Apple Store Connect API integration with OAuth authentication su…
C 58 64 85 66 0 45 50 99
13372
hypermoose
FeedbinMCP Claim 1
An MCP server that enables users to interact with their Feedbin RSS account dir…
C 58 55 49 37 27 78 100
13373
Redtri-git
Ecomm MCP Server Claim
Enables product search and retrieval from e-commerce APIs, returning markdown-f…
C 58 55 54 62 19 81 66
13374
thechandanbhagat
Demo MCP Server Claim
A demonstration server designed to showcase core Model Context Protocol (MCP) p…
C 58 55 60 25 24 83 93
13375
cogell
AssemblyAI MCP Server Claim 1
Enables AI assistants to transcribe audio files from URLs or local paths using …
C 58 66 72 75 0 18 80 98
13376
xiaobenyang-com
whois-mcp Claim
A WHOIS domain name query server based on Model Context Protocol (MCP), support…
C 58 64 72 65 0 45 95 66
13377
GravityPhone
MongoDB-integrated MCP server for documenting and analyzing LLM safety challeng…
C 58 66 84 58 0 38 76 86
13378
Acidlambunk
Enables parsing of raw resume text into structured JSON format with organized s…
C 58 55 50 42 26 81 90
13379
polydev-ai
polydev Claim
Query GPT-5, Claude, Gemini, and Grok simultaneously through one MCP server
C 58 64 94 38 0 37 83 90
13380
ethereumfollowprotocol
ETHID MCP Server Claim
Provides comprehensive access to the Ethereum Follow Protocol (EFP) API, enabli…
C 58 66 72 60 0 49 82 89
13381
richarda23
An MCP server that provides tools for querying the Edinburgh Festivals API to r…
C 58 55 57 18 46 81 91
13382
kukapay
dex-kline-mcp Claim 1
An MCP server that streams K-line (candlestick) data from decentralized exchang…
C 58 55 45 36 39 81 91
13383
YuheiNakasaka
A server that provides tools for performing basic arithmetic operations (additi…
C 58 55 48 82 N/A 20 95 33
13384
Narasimhaponnada
mermaid-mcp Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
C 58 66 84 58 0 23 80 96
13385
vipin1000
Enables Claude AI to perform comprehensive file operations including reading, w…
C 58 55 56 33 23 81 95
13386
thisdot
Secure Docusign Navigator integration for AI assistants to access and analyze a…
C 58 66 94 10 0 75 80 100
13387
AndreaRettaroli
Enables AI agents to autonomously request services from other specialized agent…
C 58 55 62 33 25 81 81
13388
ish-joshi
A minimal server for controlling Canon cameras remotely via the Canon Camera Co…
C 58 54 54 36 N/A 16 89 89
13389
Shameerpc5029
Enables Claude to interact with Google Calendar through natural conversation, a…
C 58 55 54 36 22 81 92
13390
jkang8
mcp-obsidian Claim 1
An MCP server that enables AI assistants to interact with Obsidian vaults by pr…
C 58 54 33 35 N/A 30 95 97
13391
avivshafir
ZeroBounce MCP Server Claim 1
A Model Context Protocol server that allows interaction with the ZeroBounce ema…
C 58 55 53 31 23 81 99
13392
StepanCooleague
file-finder-mcp Claim 2
A MCP server that allows searching for files in the filesystem based on path fr…
C 58 54 63 56 N/A 20 92 46
13393
kukapay
An MCP server that tracks Ethereum’s validator activation and exit queues in re…
C 58 55 45 27 41 83 100
13394
picahq
mcp Claim 1
A Model Context Protocol Server for Pica
C 58 66 41 76 0 76 74 96
13395
kukapay
bitcoin-utxo-mcp Claim 1
An MCP server that tracks Bitcoin's Unspent Transaction Outputs (UTXO) and bloc…
C 58 55 45 27 38 83 100
13396
Dalejan
Enables querying volleyball match, team, and tournament data from VolleyballWor…
C 58 54 48 37 N/A 25 95 83
13397
shivam3-garg
Paytm MCP Server Claim
A Python-based MCP server for managing Paytm payment links and transactions. It…
C 58 55 60 30 25 77 93
13398
zcrossoverz
upwork-mcp Claim 1
A Model Context Protocol server that enables AI agents to search, analyze, and …
C 58 55 79 0 35 78 96
13399
nikhilcherry
Provides comprehensive financial data and insights for companies listed on BSE …
C 58 66 70 66 0 27 81 100
13400
TheTailorRetailored
LaTeX MCP Server Claim
A server that enables compilation of LaTeX documents to PDF and management of r…
C 58 55 66 33 18 80 86
Showing 13351–13400 of 57160 servers
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