MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10601
Xumingmingming
A zero-configuration MCP server enabling AI assistants to interact with Feishu …
C 65 55 60 67 41 81 68
10602
jackzengh
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 65 55 60 62 27 82 89
10603
RossH121
Discord MCP Server Claim 2
An MCP server that allows Claude to interact with Discord by providing tools fo…
C 65 55 63 58 16 80 99
10604
waynebaby
MCP Token Bridge Claim
Bridges MCP tool calls with OpenAI-compatible HTTP endpoints, allowing MCP clie…
C 65 55 72 61 25 81 74
10605
da-okazaki
An MCP (Model Context Protocol) server that provides seamless integration betwe…
C 65 66 84 71 0 61 81 97
10606
clssck
Time Server Claim 2
An MCP server providing timezone conversions and time-related operations via RE…
C 65 55 63 60 18 81 94
10607
ALIEX7664
An MCP server based on Puppeteer and Chrome DevTools Protocol for advanced brow…
C 65 54 63 26 N/A 72 95 74
10608
huoshuiai42
An MCP server that provides PDF translation service
C 65 54 45 65 N/A 33 90 88
10609
jgamblin
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
C 65 55 66 35 39 82 100
10610
microsoft
clarity-mcp-server Claim 1
A Model Context Protocol (MCP) server for Microsoft Clarity
C 65 55 51 60 N/A 50 81 82
10611
aliyun
DataWorks MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Alibaba…
C 65 55 81 74 50 81 28
10612
abilashraghuram
Enables users to retrieve jokes from various categories including Chuck Norris …
C 65 55 48 57 41 81 100
10613
urjitbhatia
it2mcp Claim 1
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
C 65 54 53 41 N/A 48 92 92
10614
gulbaki
A Model Context Protocol server that enables LLMs to explore and interact with …
C 65 55 57 58 23 80 100
10615
laxmimerit
Provides access to real-time stock prices, financial statements, news, and opti…
C 65 55 68 26 59 80 97
10616
trtd56
A Human-in-the-Loop MCP server that enables AI assistants to request informatio…
C 65 55 78 36 31 81 90
10617
kukapay
Providing cryptocurrency project data from Mobula.io to AI agents.
C 65 55 72 30 39 82 98
10618
SheshuGit
Provides secure, read-only access to a PostgreSQL Hospital Management System th…
C 65 54 60 43 N/A 26 95 97
10619
Xsaven
Vector Memory MCP Claim 1
A secure vector-based memory server that provides persistent semantic memory fo…
C 65 54 60 36 N/A 48 90 90
10620
chirpon9
riot-docs-mcp Claim
Browse and retrieve Riot API endpoint documentation without leaving your workfl…
C 65 55 62 52 N/A 26 81 100
10621
hbg
mcp-paperswithcode Claim
🐍 ☁️ MCP to search through PapersWithCode API
C 65 54 72 20 N/A 43 90 100
10622
highlight-ing
YouTube Integration Claim 1
Enables extraction of transcript text from YouTube videos by providing the vide…
C 65 55 68 57 15 81 94
10623
seansoreilly
ABS MCP Server Claim 3
An MCP server that provides AI assistants with access to Australian Bureau of S…
C 65 55 71 58 18 82 85
10624
captainChaozi
Search Intent MCP Claim
An MCP-based service that analyzes user search keywords to determine their inte…
C 65 55 48 72 25 80 96
10625
SharhadBashar
Enables querying and analysis of SEC filing documents through natural language.…
C 65 55 68 52 16 81 98
10626
benzinamohamed
A structured tool that enables multiple AI agents to simulate reflective debate…
C 65 55 72 56 19 81 85
10627
pietrozullo
A FastMCP server that enables browser automation through natural language comma…
C 65 55 60 66 19 81 91
10628
ggerve
Provides tools for accessing coding style guidelines and best practices for var…
C 65 54 66 25 N/A 37 94 100
10629
QuixiAI
AGI MCP Server Claim 1
A Model Context Protocol server that provides persistent memory capabilities fo…
C 65 55 63 57 26 81 93
10630
AkekaratP
Provide comprehensive flight and accommodation search capabilities using the Du…
C 65 55 88 82 N/A 23 81 30
10631 C 65 54 72 25 N/A 39 90 98
10632
sjanaX01
weather-mcp-server Claim
weather-mcp-server
C 65 55 62 41 44 81 99
10633
Ymuberra
Provide localized news content dynamically based on geographic data. Enable age…
C 65 54 60 58 N/A 10 89 95
10634
alohays
openai-tool2mcp Claim 1
A lightweight bridge that wraps OpenAI's built-in tools (like web search and co…
C 65 55 74 70 56 80 38
10635
Cytrogen
A Model Context Protocol (MCP) server that enables AI applications to access an…
C 65 55 56 100 N/A 23 95 32
10636
ronniemh
Phrases MCP Server Claim
An elegant MCP server that lets users manage inspirational phrases directly thr…
C 65 55 60 60 19 81 99
10637
bugffet
mcpbin Claim
A testing server for MCP client implementations that provides tools for echoing…
C 65 55 72 37 27 81 100
10638
sociallayer-im
A stateless HTTP server implementing the Model Context Protocol (MCP) that enab…
C 65 55 68 55 27 81 85
10639
Grandbusta
Solana MCP Server Claim 1
A server that enables interaction with the Solana blockchain using your own pri…
C 65 54 66 57 N/A 30 87 77
10640
tarun7r
An MCP server for fetching cricket data from Cricbuzz, including player statist…
C 65 55 57 53 38 81 96
10641
JacksCodeVault
Provides AI assistants with access to comprehensive Safaricom Daraja API docume…
C 65 55 72 41 43 81 86
10642
slawekradzyminski
A server that provides a website fetching tool via SSE transport, allowing user…
C 65 55 60 52 26 80 99
10643
zchaffee1
MCP Server Claim
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
C 65 54 60 31 N/A 37 95 99
10644
VatsKan
MCP Gmail Server Claim
Enables users to read unread emails and create drafts in Gmail via the Model Co…
C 65 54 62 37 N/A 34 90 100
10645
mudit14224
Enables users to preprocess, analyze, and visualize CSV data through comprehens…
C 65 54 72 33 N/A 21 95 97
10646
chromindscan
chromia-mcp Claim 1
Enables AI to interact with Chromia Wallet for sending $CHR transactions.
C 65 55 58 100 N/A 17 95 35
10647
9nate-drake
mcp-yfinance Claim 2
MCP Server for fething yfinance financial data into Claude Desktop
C 65 54 75 50 N/A 11 91 83
10648
BACH-AI-Tools
Zoopla MCP Server Claim
Enables access to UK property listings, price estimates, agent information, and…
C 65 55 56 100 45 81 35
10649
Nithishkaranam2002
FinRAG-MCP Claim
Enables secure role-based querying of company documents across different depart…
C 65 55 44 72 24 81 98
10650
emmanuelsystems
Notion MCP Server Claim 1
A Model Context Protocol server that connects AI assistants like Claude to Noti…
C 65 55 63 100 23 81 39
Showing 10601–10650 of 30006 servers
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