MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11701
rossja
A Model Context Protocol server that provides network analysis tools for securi…
C 63 55 51 42 42 80 99
11702
dannySubsense
YouTube MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to access YouTube da…
C 63 55 55 42 37 81 100
11703
ecosyste-ms
Enables querying package ecosystem data from ecosyste.ms, including package met…
C 63 66 86 61 0 52 80 100
11704
fshafi1
Enables the deployment of remote Model Context Protocol (MCP) servers on Cloudf…
C 63 55 48 70 27 81 85
11705
amornpan
Enables Language Models to interact with Microsoft SQL Server databases by insp…
C 63 55 78 36 18 81 93
11706
joaquinsoza
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
C 63 55 45 70 23 81 88
11707
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11708
alexkiwi1
Enables comprehensive interaction with NetBox infrastructure management through…
C 63 55 60 41 46 81 86
11709
IoanaCristescu15
Enables Claude and other MCP clients to access and process arXiv papers by fetc…
C 63 55 72 25 44 81 94
11710
devkotab
A deployable MCP server on Cloudflare Workers that provides tools without requi…
C 63 55 48 67 26 84 84
11711
mohammeduvaiz
Figma MCP Server Claim 1
A Model Context Protocol server that connects AI tools and LLMs to Figma design…
C 63 55 45 67 25 76 99
11712
curtis-d-williams
A deterministic, read-only MCP server that enforces license headers in tracked …
C 63 54 50 32 N/A 50 92 95
11713
ZacharyHampton
An MCP server built with Smithery that provides a foundation for real estate da…
C 63 55 53 57 23 83 94
11714
goonoo
Enables uploading files to Notion with complete workflow support including file…
C 63 55 62 47 25 81 91
11715
liujiajia111
Enables deployment of MCP servers on Cloudflare Workers without authentication,…
C 63 55 48 70 26 84 82
11716
dr12hes
engrm Claim
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, a…
C 63 55 90 0 N/A 50 81 94
11717
avivshafir
abstractapi-mcp-server
C 63 55 62 32 41 81 99
11718
jopsis
OCI MCP Server Claim
Enables LLMs like Claude to interact directly with Oracle Cloud Infrastructure …
C 63 55 72 38 27 81 91
11719
giridhxr
Enables management of user health profiles with capabilities to list, retrieve,…
C 63 55 50 58 25 81 94
11720
kukapay
Serving as a structured knowledge base of crypto whitepapers.
C 63 55 72 27 38 78 99
11721
kukapay
hyperliquid-info-mcp Claim 1
An MCP server that provides real-time data and insights from the Hyperliquid pe…
C 63 55 51 45 42 82 94
11722
supabase-community
Supabase Claim 1
MCP server for interacting with the Supabase platform
C 62 66 81 65 0 82 70 85
11723
RRP12
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 70 24 81 79
11724
arjunkmrm
Provide real-time transportation data including bus arrivals, train service ale…
C 62 66 90 65 0 26 81 100
11725
Ansvar-Systems
uruguayan-law-mcp Claim
Uruguayan legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 91
11726
jm12138
Provides access to Chinese stock market data through the QMT platform, enabling…
C 62 55 62 27 40 81 98
11727
CesarPetrescu
Codex LSP Bridge Claim
Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…
C 62 54 60 27 N/A 43 90 89
11728
maxim-saplin
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
C 62 54 60 22 N/A 42 95 91
11729
dreamingms
16 AI-native tools with dual SSE + streamable-http transport. Free tier availab…
C 62 66 94 53 0 50 81 95
11730
JubinSaniei
MCP SQL Server Claim 1
A Model Context Protocol server that allows Large Language Models like Claude t…
C 62 55 45 61 23 81 93
11731
learnwithcc
Tally MCP Claim
Manage Tally.so forms through AI conversation. Create, update, and organize for…
C 62 66 82 70 0 47 81 92
11732
r123singh
Enables scraping Amazon product details and searching for products on Amazon th…
C 62 55 72 32 16 82 97
11733
Highpolar-Softwares
A Django app that implements Firebase Model Context Protocol server, enabling A…
C 62 55 66 36 18 81 99
11734
self-tech-labs
Provides access to Swiss legal commentaries through Model Context Protocol, all…
C 62 55 84 61 25 82 43
11735
marc-shade
world-intel-mcp Claim
100+ tool MCP server for real-time global intelligence — markets, FX, bonds, ea…
C 62 55 60 33 N/A 48 81 91
11736
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 55 48 62 24 81 87
11737
ajot
Enables domain availability checking through dual verification using WHOIS look…
C 62 55 66 36 19 82 100
11738
rupesh-github01
MCP Server Basic Claim
A basic MCP server example that provides simple arithmetic tools (addition and …
C 62 54 66 27 N/A 24 95 94
11739
HasnainAli47
TOON MCP Server Claim 1
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
C 62 55 62 36 40 84 85
11740
Ansvar-Systems
georgian-law-mcp Claim
Georgian legislation via MCP — full-text search across statutes and provisions
C 62 64 90 33 0 66 95 90
11741
Yzlink7
A deployable server implementation of the Model Context Protocol that allows yo…
C 62 55 48 66 26 83 80
11742
aotal
Exposes DICOM operations as tools for AI agents to interact with medical imagin…
C 62 55 54 53 24 81 91
11743
dksshddl
Enables AI assistants to analyze Amazon EKS node logs collected by the EKS Log …
C 62 54 72 47 N/A 25 90 64
11744
jpbester
payfast Claim 2
MCP server for PayFast — AI assistants interact with South Africa's payment gat…
C 62 64 57 72 0 54 94 100
11745
kaiyuanzhuadmin
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 68 21 81 83
11746
HyperClockUp
An MCP server providing robust browser automation tools for AI assistants, incl…
C 62 54 27 53 N/A 51 90 94
11747
ko1ynnky
An MCP server that enables AI assistants to manage GitHub Actions workflows by …
C 62 55 47 73 38 76 71
11748
jar285
Enables Large Language Models to analyze GitHub repositories in real-time, prov…
C 62 55 60 43 18 82 99
11749
opentofu
OpenTofu MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to search for and ret…
C 62 66 79 61 0 58 81 94
11750
thiagovictorino
Enables multiple Claude Code instances to collaborate in real-time through chan…
C 62 55 48 51 39 81 91
Showing 11701–11750 of 50330 servers
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