MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10851
likidodefi
riskstate-mcp Claim 1
Deterministic risk governance for crypto trading agents. 5-level policy engine …
C 64 55 78 0 75 81 92
10852
avaxia8
Enables extraction of text, tables, and structured data from PDFs, images, and …
C 64 55 78 46 22 81 83
10853
xiaw1024
MCP Nexus Claim
A unified search and extraction MCP server hosted on Cloudflare Workers that in…
C 64 55 72 43 27 78 92
10854
llxxbb
MCP-Prototype Claim
Enables AI to create interactive HTML-based software prototypes with navigation…
C 64 54 74 26 N/A 37 95 80
10855
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that enables interaction with Rajast…
C 64 55 60 60 21 81 88
10856
diasrafael
AWS Athena MCP Server Claim 1
A Model Context Protocol server that enables SQL queries and database explorati…
C 64 55 57 65 18 81 90
10857
SAK1337
Zerion MCP Server Claim
Enables AI assistants to access cryptocurrency portfolio management, DeFi posit…
C 64 55 54 82 49 81 48
10858
guilyx
epsteinexposed-mcp Claim
MCP to explore the EpsteinExposed API through the epsteinexposed pip api wrappe…
C 64 55 68 22 50 83 98
10859
EricLott
Allows Large Language Models to interact with Kroger's grocery services, enabli…
C 64 55 54 46 36 82 99
10860
schwim23
MyAIGist MCP Claim
A local document intelligence and knowledge management server for Claude Deskto…
C 64 54 72 31 N/A 22 92 97
10861
kelvis-santos
MCP Server Claim
A TypeScript server that exposes various code automation tools powered by Gemin…
C 64 55 54 100 N/A 22 95 32
10862
Brett777
Provides real-time weather data for cities worldwide using the Open-Meteo API, …
C 64 55 78 33 22 81 99
10863
ohare93
MCP SSH SRE Claim 1
Provides read-only server monitoring and diagnostic tools for AI assistants to …
C 64 55 60 41 55 81 86
10864
Symfomany
Enables management of culinary recipes through web scraping from sites like Mar…
C 64 55 60 45 30 81 98
10865
payelink
paylink Claim
A payment framework that helps developers easily integrate payments into their …
C 64 64 90 68 0 42 95 86
10866
OkYongChoi
Bridges Confluence Wiki with Large Language Models, allowing them to search, re…
C 64 55 66 43 24 80 100
10867
Ansvar-Systems
peruvian-law-mcp Claim
Peruvian legislation via MCP — full-text search across statutes and provisions
C 64 64 90 43 0 66 95 93
10868
codyde
MCP File Server Claim 1
Enables AI models to perform file system operations (reading, creating, and lis…
C 64 54 54 58 N/A 20 95 86
10869
tolgayayci
stellarpilot Claim 3
C 64 55 62 100 N/A 21 87 33
10870
alejandroBallesterosC
A Model Context Protocol server that allows Claude Desktop to perform document …
C 64 54 63 27 N/A 48 90 94
10871
ReyNeill
Kontxt MCP Server Claim 1
A Model Context Protocol server that connects AI clients to local code reposito…
C 64 54 71 41 N/A 21 87 91
10872
beylessai
Hiworks Mail MCP Claim 1
A Model Context Protocol server that allows integration with Hiworks mail syste…
C 64 55 53 67 39 81 74
10873
oraichain
RAGFlow MCP Claim
A simple temporary MCP server for RAGFlow that bridges the gap until an officia…
C 64 54 66 35 N/A 43 88 88
10874
BuildASpacePro
Enables satellite orbital mechanics calculations including visibility predictio…
C 64 55 78 38 20 81 92
10875
quantabox
Fyers MCP Server Claim
Enables Claude to interact with the Fyers trading platform for portfolio manage…
C 64 55 62 41 39 81 93
10876
ai-dashboad
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed.
C 64 55 72 28 N/A 78 80 68
10877
rukasuamarike
Synphony MCP Claim
Enables management of local video datasets with directory browsing and direct u…
C 64 55 70 38 21 81 100
10878
pipeworx-io
hackernews Claim
Hacker News MCP — search and retrieve stories from Hacker News
C 64 55 90 0 47 81 98
10879 C 64 64 72 72 0 45 95 99
10880
ssinha3
Time MCP Server Claim 1
A Model Context Protocol server that provides time and timezone conversion capa…
C 64 55 63 100 23 81 34
10881
scraperapi
scraperapi-mcp Claim
MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting,…
C 64 55 88 0 60 81 92
10882
argia-andreas
Linear MCP Server Claim 1
A server that allows AI assistants to access and retrieve Linear ticket data th…
C 64 55 68 70 25 81 66
10883
koizumikento
JMA Data MCP Claim
Provides access to Japan Meteorological Agency (JMA) weather data including rea…
C 64 55 60 38 42 81 99
10884
antonpk1
A Model Context Protocol server built with Express.js that provides cryptograph…
C 64 55 63 47 34 76 98
10885
correaito
Clerk MCP Server Claim
Enables complete user management for Clerk authentication service through MCP. …
C 64 55 68 82 42 81 37
10886
marcindulak
Local speech-to-text MCP server for Linux that transcribes audio via push-to-ta…
C 64 54 84 33 N/A 51 90 58
10887
Adry22
MCPWeather Claim
Enables processing and handling of weather-related data requests through the Mo…
C 64 54 48 50 N/A 24 95 100
10888
grahamnotgrant
blacksmith Claim 2
MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky …
C 64 64 71 70 0 62 92 91
10889
OscillateLabsLLC
kiwix-mcp Claim 1
An MCP server that enables interaction with Kiwix HTTP servers to browse, searc…
C 64 55 57 30 57 84 95
10890
imprvhub
A Model Context Protocol (MCP) server that enables Claude Desktop to check doma…
C 64 55 60 38 63 80 81
10891
tao-Lionel
MCP Browser Logger Claim 1
An MCP server that captures browser console logs and network requests via the C…
C 64 55 57 100 N/A 27 95 24
10892
94halldah
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 64 55 48 67 30 84 85
10893
jasonjmcghee
WebMCP Claim
A framework that enables websites to share tools, resources, and prompts with c…
C 64 66 96 63 0 74 76 79
10894
alexleventer
A Model Context Protocol server for interacting with the Marketo API that provi…
C 64 55 53 68 23 81 88
10895
pradumnasaraf
Aviationstack Claim
Track real-time flight statuses, schedules, and airline information globally. A…
C 64 66 66 70 0 75 81 100
10896
beedev
simple-ai-provenance Claim 2
An MCP server that tracks AI prompts in Claude Code and automatically annotates…
C 64 54 57 48 N/A 27 90 90
10897
SAhmadUmass
Notion MCP Server Claim 2
A Model Context Protocol server that enables Claude and other LLMs to interact …
C 64 55 69 68 24 76 73
10898
muminfarooq190
Provides compassionate mental health support tools including mood tracking, emo…
C 64 54 78 31 N/A 21 92 90
10899
cdn221
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 64 54 48 66 N/A 21 95 82
10900
ctermiii
Provides weather forecast data for locations in China through HeFeng Weather AP…
C 64 55 72 57 22 81 75
Showing 10851–10900 of 50103 servers
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