MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8651
AlexAI-MCP
Provides comprehensive Korean Beauty information through real-time web search, …
C 68 55 78 51 29 81 92
8652
abhinavmathur-atlan
Enables comprehensive travel planning by integrating Google Travel Services and…
C 68 55 84 43 38 81 85
8653
jsonallen
A collection of Laravel helper tools for integration with Cursor IDE, providing…
C 68 54 72 36 N/A 43 87 98
8654
agent-hanju
char-index-mcp Claim 1
Precise character-level string indexing for LLMs. Provides tools for finding, e…
C 68 55 60 53 43 84 100
8655
CodeSSRockMan
Provides tools to execute Terraform commands, analyze plan outputs for resource…
C 68 54 88 42 N/A 25 84 90
8656
xinmu-wyb
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
C 68 55 72 56 25 81 94
8657
overstarry
qweather-mcp Claim
a qweather mcp server
C 68 54 54 68 N/A 33 83 98
8658
kajidog
VOICEVOX TTS MCP Claim
A text-to-speech MCP server that enables AI assistants to speak using the VOICE…
C 68 55 80 32 54 81 91
8659
afarhadi99
Provides comprehensive access to ElevenLabs AI audio features including text-to…
C 68 55 66 66 24 81 92
8660
razvancanuci
Enables interaction with Jira through OAuth 2.0 to create and manage issues dir…
C 68 55 54 68 42 81 93
8661
mat-hiretalk
A sample implementation of a Model Context Protocol server using Next.js and th…
C 68 55 60 60 42 80 95
8662
WHUT-News
Enables storing and retrieving weather forecasts with text and audio in Google …
C 68 55 78 52 26 81 95
8663
sminnee
LSP MCP Server Claim
Provides code refactoring capabilities for TypeScript/JavaScript and Python thr…
C 68 55 90 75 N/A 21 95 40
8664
gts360
Django MCP Server Claim 1
An implementation of the Model Context Protocol for Django that enables AI agen…
C 68 55 72 60 59 81 62
8665
giri-jeedigunta
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
C 68 55 78 100 N/A 20 84 36
8666
Blvckjs96
MemoVault Claim
A personal memory system that provides AI assistants with long-term memory capa…
C 68 55 60 55 51 82 92
8667
moonraker46
sql2odata-mcp Claim 1
An MCP server that translates SQL statements into OData v4 query syntax, suppor…
C 68 55 55 55 53 82 95
8668
kalpalathika
Enables AI applications to access and contextualize organizational knowledge so…
C 68 55 84 43 19 81 99
8669
NimbleBrainInc
Bash MCP Server Claim 1
An MCP server that enables the execution of arbitrary bash commands and returns…
C 68 55 59 58 63 69 94
8670
Teninq
cdisc-mcp Claim
Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…
C 68 55 72 46 32 84 100
8671
sndani
A server that enables Claude AI to interact with Weaviate vector databases, sup…
C 68 55 78 48 40 81 89
8672
sergey-mamulchenko
Enables interaction with Anki desktop flashcard app through the AnkiConnect plu…
C 68 54 64 47 N/A 39 95 91
8673
keroger2k
Enables fetching content from any URL with support for different HTTP methods, …
C 68 55 78 53 24 81 94
8674
maxsmosarski
Enables semantic search and document management with support for text, PDF, and…
C 68 55 60 68 24 81 99
8675
ctoouli
MCP Stock Market Claim
A Model Context Protocol tool that retrieves daily stock market data for any st…
C 68 55 66 100 38 81 43
8676
Augmented-Nature
PubMed MCP Server Claim
Provides comprehensive access to NCBI's PubMed database of over 36 million biom…
C 68 55 84 83 30 81 45
8677
weidongxu-microsoft
A Model Context Protocol server that provides Azure Java SDK documentation to A…
C 68 55 63 58 43 80 91
8678
thirdstrandstudio
XPath Server Claim 1
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
C 68 55 71 50 N/A 44 81 92
8679
Raido-Star
A foundational template for building MCP servers in Python using Streamable HTT…
C 68 54 74 56 N/A 30 95 75
8680
balinux
Provides weather information through the Model Context Protocol, fetching real-…
C 68 55 72 61 30 76 92
8681
catwhisperingninja
Uniswap Trader MCP Claim
Enables AI agents to automate token swaps on Uniswap DEX across multiple blockc…
C 68 55 60 58 47 81 94
8682
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 55 78 41 35 80 100
8683
Three-Little-Birds
Flappy MCP Server Claim
Enables running avian flight dynamics simulations through the Flappy simulator.…
C 68 55 54 70 N/A 49 95 69
8684
David-mo
Connects AI assistants to Facebook's Ads API to enable natural language queries…
C 68 55 82 46 22 81 96
8685
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8686
0xikarus
Enables management of Linear kanban boards, projects, and issues directly throu…
C 68 55 72 57 25 80 98
8687
diaz3618
memory-bank-mcp Claim 1
An MCP server that gives AI assistants persistent memory across sessions. It st…
C 68 54 57 30 N/A 82 92 89
8688
tositon
OpenDeepSearch Claim
A research tool that performs comprehensive, in-depth research on complex topic…
C 68 55 84 46 38 81 84
8689
kgand
Document Parser MCP Claim 1
An MCP server that uses the Docling toolkit to convert various document formats…
C 68 55 75 33 60 81 94
8690
crunchloop
MCP Teamtailor Claim 1
A Model Context Protocol server that enables integration with the Teamtailor AP…
C 68 55 51 63 56 81 92
8691
yshumei2025
ID Factory MCP Server Claim 1
Provides unified ID handle resolution and querying functionality through the ID…
C 68 55 80 63 24 81 77
8692
webpixels
Webpixels MCP Server Claim 1
Enables AI assistants to search, retrieve, and assemble Bootstrap UI components…
C 68 55 78 50 27 82 92
8693
agenthotspot
Enables AI agents to search and discover over 6,000 curated MCP connectors from…
C 68 55 64 43 54 82 98
8694
hypersniper05
Enables web content retrieval and semantic search capabilities through the Jina…
C 68 55 76 41 34 81 100
8695
JuanPedroSosa
Weather MCP Server Claim
Provides tools to fetch real-time weather data from the National Weather Servic…
C 68 54 54 61 N/A 28 94 100
8696
carlosarmenta75
Enables CRUD operations and schema exploration on Microsoft Dataverse databases…
C 68 55 78 50 27 76 99
8697
Disturbing
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
C 68 55 60 52 45 84 100
8698
cuongdev
A Model Context Protocol server that integrates with AWS CodePipeline, allowing…
C 68 55 85 58 25 82 75
8699
yoheitabo
Enables AI-powered knowledge management and creative support by connecting Scra…
C 68 55 88 65 N/A 39 95 39
8700
taskhub-sh
Enables AI agents to interact with terminal-based TUI applications by capturing…
C 68 54 66 41 N/A 44 95 93
Showing 8651–8700 of 33537 servers
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