MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6901
amidvidy
Anki MCP Server Claim
Provides tools for managing Anki decks, notes, and note types via the Model Con…
B 71 54 72 60 N/A 28 89 99
6902
lucygoodchild
An MCP server for UK National Rail trains service, providing train schedules an…
B 71 55 79 63 23 80 100
6903
upstackjade
Craft MCP Server Claim 1
A lightweight MCP server providing read access to craft.io workspaces and items…
B 71 55 78 60 29 82 98
6904
tenzir
Tenzir MCP Server Claim
Enables AI assistants to interact with security data pipelines and map data to …
B 71 54 54 47 N/A 74 95 92
6905
marlinkcyber
Enables DNS and email security analysis through passive and active scanning cap…
B 71 55 66 82 21 81 94
6906
blazickjp
Shell MCP Server Claim
A secure server that enables AI applications to execute shell commands in speci…
B 71 55 94 36 43 81 92
6907
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
6908
reflex-dev
MCP Docs Server Claim 1
Makes local markdown documentation files automatically available to AI assistan…
B 71 54 78 37 N/A 44 92 100
6909
vparlapalli490
An implementation that enables Claude to connect to ServiceNow instances, allow…
B 71 55 84 58 49 76 81
6910
viraatdas
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
B 71 44 54 N/A N/A 30 95 99
6911
fovi-llc
A Model Context Protocol server that provides tools for interacting with both R…
B 71 55 57 82 39 81 90
6912
phnx
Enables LLM assistants to store, retrieve, and update user-specific context mem…
B 71 55 84 68 27 81 82
6913
GGoYoungHee
A boilerplate project for quickly developing Model Context Protocol servers usi…
B 71 54 66 61 N/A 26 95 99
6914
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
6915
kodaimaehata
Enables code review through Cursor CLI integration with GPT-5. Provides a curso…
B 71 55 66 100 N/A 41 95 41
6916
TYLERSFOSTER
Enables LLMs to control synthesizer parameters in real-time by translating natu…
B 71 54 90 28 N/A 32 95 100
6917
erinlkolp
Discord MCP Server Claim
Enables direct interaction with Discord servers to send messages, read channel …
B 71 55 72 72 27 80 95
6918
johnjjung
Vitally MCP Server Claim 1
An MCP server that provides access to Vitally customer data, allowing users to …
B 71 55 69 66 36 76 100
6919
sworddut
A Model Context Protocol (MCP) server that allows AI models to safely access an…
B 71 55 80 95 N/A 40 95 27
6920
argotdev
NHL MCP Server Claim
Provides access to live NHL game data, player and team statistics, standings, s…
B 71 55 84 100 24 81 45
6921
PinataCloud
Pinata MCP Claim 2
Provides Claude with access to Pinata's API, allowing it to interact with both …
B 71 55 60 100 56 80 54
6922
getlokiui
Components Build MCP Claim 1
Provides AI assistants with tools to grade, generate, and validate UI component…
B 71 55 90 36 49 82 95
6923
leonj1
Enables project and task management through a lightweight SQLite database, allo…
B 71 54 60 70 N/A 18 95 100
6924
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
6925
berthojoris
A secure MySQL Model Context Protocol server that enables AI agents to interact…
B 71 55 84 58 28 76 96
6926
timkulbaev
mcp-linkedin Claim 1
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
B 71 55 63 58 64 80 94
6927
Verblaze
Connects AI tools to Verblaze localization projects, enabling management of tra…
B 71 55 72 71 23 82 95
6928
packetracer
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
B 71 55 78 68 26 81 89
6929
madhukarkumar
Interact with SingleStore databases using a standardized protocol. Execute quer…
B 71 55 92 82 N/A 25 88 48
6930
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
6931
varun29ankuS
mif-tools Claim
Convert, validate, and inspect AI agent memories across formats
B 71 54 72 27 N/A 73 95 93
6932
steel-dev
steel-mcp-server Claim 1
MCP Server for interacting with a Steel web browser
B 71 54 81 40 N/A 40 95 92
6933
jhalsey87
Provides programmatic access to the NIH Reporter API for searching and retrievi…
B 71 55 94 52 19 82 92
6934
JMitac
Performs automated web accessibility audits following WCAG standards using axe-…
B 71 54 84 50 N/A 23 95 90
6935
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
6936
mattreya
Playwright MCP Claim 1
Enables LLMs to perform browser automation and web page interactions using Play…
B 71 55 62 100 52 81 52
6937
54yyyu
code-mcp Claim
Enables Claude AI to run terminal commands, perform file operations, and manage…
B 71 54 88 31 42 95 91
6938
bhubbb
Fetches web pages and converts them to clean, readable markdown format by extra…
B 71 55 78 100 18 81 57
6939
m-yoshiro
Storybook MCP Server Claim 1
A Model Context Protocol server that integrates with Storybook to help AI tools…
B 71 55 69 62 41 81 96
6940
Khowabunga
Enables research of federal contract awards, market opportunities, and competit…
B 71 55 72 57 49 81 92
6941
AkM-2018
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
B 71 55 66 82 44 82 75
6942
code-rabi
Mews MCP Claim 1
This MCP server provides comprehensive access to the Mews hospitality platform …
B 71 55 84 82 40 81 54
6943
abdou-ghonim
PostgreSQL MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with secure, read-o…
B 71 55 79 61 22 81 99
6944
michaelbaker-dev
A video analysis system that uses AI vision models to process, analyze, and que…
B 71 54 84 30 N/A 50 95 92
6945
Imsxm15
AIO-Osint Claim
All in one Osint tools
B 71 54 90 28 N/A 37 95 99
6946
greatSumini
Puppeteer Swarm MCP Claim 1
Enables browser automation with concurrent tab pool management using Puppeteer.…
B 71 55 78 100 N/A 54 95 13
6947
kambriso
Control AVM FRITZ!Box routers - manage devices, WiFi, network settings, parenta…
B 71 54 60 67 N/A 46 87 90
6948
akalaric
MCP_WolframAlpha Claim
MCP\_WolframAlpha
B 71 55 72 50 57 81 97
6949
markswendsen-code
yelp Claim 2
MCP server for Yelp - search businesses, read reviews, make reservations
B 71 54 75 57 N/A 32 90 94
6950
mark3labs
phalcon-mcp Claim
phalcon-mcp
B 71 55 78 38 64 80 95
Showing 6901–6950 of 47066 servers
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