MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13301
Sreedeep-SS
An MCP server that enables AI assistants to access up-to-date documentation for…
C 58 55 41 41 40 81 89
13302
JoseGarayar
Enables AI assistants to manage employee data through a REST API with full CRUD…
C 58 54 48 25 N/A 24 95 94
13303
nicknochnack
A server that integrates trained Random Forest models with Bee Framework, enabl…
C 58 54 56 30 N/A 26 95 80
13304
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
13305
Narasimhaponnada
mermaid-mcp Claim
AI-powered Mermaid diagram generation with 22+ diagram types including flowchar…
C 58 66 84 58 0 23 80 96
13306
alperenkocyigit
Enables analysis of academic author networks and research collaborations by ret…
C 58 55 64 26 19 81 95
13307
yvain13
Enables interaction with ServiceNow CMDB tables through a Model Context Protoco…
C 58 54 56 33 N/A 16 95 85
13308
johnneerdael
Cursor MCP Server Claim 1
Acts as a bridge between Claude's desktop application and the Cursor editor, en…
C 58 66 78 58 0 41 80 87
13309
Acidlambunk
Enables parsing of raw resume text into structured JSON format with organized s…
C 58 55 50 42 26 81 90
13310
sajal2692
Enables seamless integration with Weaviate vector databases, providing tools fo…
C 58 66 72 43 0 60 81 96
13311
serenichron
Enables interaction with the Procesio automation platform to list, view, and ma…
C 58 66 80 50 0 39 81 100
13312
brianstone
Jira MCP Server Claim 1
An MCP server that enables communication with Jira, allowing users to perform o…
C 58 66 63 70 0 44 81 93
13313
kytona
Provides access to Sentiment402 market sentiment data for global markets, crypt…
C 58 66 66 71 0 45 81 89
13314
shoumikdc
Discover the latest arXiv papers by category and keyword. Control how many resu…
C 58 66 76 57 0 34 82 100
13315
microagents
MCP Weather Free Claim 1
An MCP server that provides real-time weather data, hourly forecasts, and daily…
C 58 55 47 30 39 83 92
13316
Rish-it
NotesY Claim
A Claude MCP integration that allows seamless interaction with Apple Notes thro…
C 58 55 54 82 N/A 20 95 23
13317
hongfanmeng
Enables users to manage and interact with a bookstore through natural language,…
C 58 55 42 40 26 81 100
13318
datastax
astra-db Claim 1
An MCP server for Astra DB workloads
C 58 64 35 65 0 72 94 98
13319
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
13320
aizukanne
ihyee-mcp Claim 2
An MCP server that provides AI assistants with web search and intelligence capa…
C 58 55 75 0 45 81 92
13321
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13322
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13323
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
13324
arrrggghhh
Enables AI assistants to fetch and analyze transcripts from YouTube videos usin…
C 58 55 60 25 23 84 94
13325
ashotchumore
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 58 54 48 58 N/A 31 92 56
13326
ZatesloFL
Provides comprehensive natural language control over Google Workspace services …
C 58 66 82 43 0 49 81 92
13327
ericlistin
Provides audio feedback by playing sound effects when Cursor AI completes code …
C 58 54 54 25 N/A 22 95 88
13328
ActiveCampaign
Postmark MCP Server Claim 1
An MCP server implementation that enables sending emails via Postmark email ser…
C 58 66 57 76 0 44 81 92
13329
CharlesAD
Enables AI assistants to read unread Gmail messages and create properly threade…
C 58 54 48 31 N/A 19 90 98
13330
abckiran
MCP Server Deepdive Claim 1
A Model Context Protocol server implementation that provides mathematical opera…
C 58 55 39 82 N/A 22 95 40
13331
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
13332
laptou
An MCP server that provides AI tools with access to Rust documentation from doc…
C 58 55 39 60 23 80 83
13333
LaraArias
MCP-Saptiva Claim 1
An MCP server for interacting with Saptiva AI's suite of models, offering capab…
C 58 66 69 70 0 30 81 93
13334
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
13335
soundrolling
Enables management of companies, contacts, and related CRM data through the Med…
C 58 66 72 73 0 23 81 90
13336
jincai
RootData MCP Server Claim 1
A Model Context Protocol server that allows AI assistants like Claude to direct…
C 58 54 41 41 N/A 19 92 94
13337
leewnsdud
Garmin Connect MCP Claim 1
A Model Context Protocol server that integrates Garmin Connect data with LLMs t…
C 58 55 39 46 27 82 98
13338
NBWolfer
An MCP server that integrates with local Ollama LLMs to provide financial analy…
C 58 54 63 36 N/A 18 92 72
13339
debabhinav1-hub
Enables automatic generation of test scenarios from user stories uploaded to Cl…
C 58 54 50 32 N/A 24 95 87
13340
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
13341
hedera-dev
A Model Context Protocol server that enables interactions with the Hedera netwo…
C 58 55 39 52 25 71 100
13342
ahrefs
Ahrefs MCP Server Claim 1
A Model Context Protocol server that connects Claude desktop and other compatib…
C 58 64 77 62 0 35 95 72
13343
GravityPhone
MongoDB-integrated MCP server for documenting and analyzing LLM safety challeng…
C 58 66 84 58 0 38 76 86
13344
SMYB5431
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
C 58 55 62 32 21 82 86
13345
Mantraa-Zzz
Enables web searching and content scraping through Google Custom Search API. Pr…
C 58 55 72 83 19 81 17
13346
billumi
A tutorial-based MCP server that fetches real-time weather data from the OpenWe…
C 58 55 56 17 42 80 96
13347
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
13348
Shameerpc5029
Enables Claude to interact with Google Calendar through natural conversation, a…
C 58 55 54 36 22 81 92
13349
llanterme
Analyzes API codebases from GitHub and Bitbucket repositories to generate Postm…
C 58 66 86 36 0 47 81 100
13350
2716025420
Enables text-to-image generation using Zhipu AI's CogView-4 API. Supports gener…
C 58 55 48 46 40 81 74
Showing 13301–13350 of 33790 servers
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