MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5901
alimbenhelal-pro
50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…
B 72 66 78 80 73 23 81 85
5902
itzdaimy
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
B 72 55 66 61 N/A 50 82 99
5903
rsdouglas
janee Claim
Secure secrets proxy for AI agents — manages API keys so agents never see raw c…
B 72 54 64 33 N/A 84 95 93
5904
TakumiY235
UniProt MCP Server Claim 1
Enables AI assistants to access protein information directly from UniProt, allo…
B 72 55 90 45 46 81 91
5905
shanyang-me
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
B 72 54 76 41 N/A 47 95 99
5906
OvertliDS
mcp-searxng-enhanced Claim 1
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and d…
B 72 55 79 62 N/A 43 81 89
5907
vuvuvu
Enable AI assistants to manage and monitor song requests and queues for streame…
B 72 55 75 91 N/A 67 81 41
5908
jqlts1
Enhanced Model Context Protocol server that transforms OmniFocus into an AI-pow…
B 72 54 70 63 N/A 51 95 77
5909
Huan-zhaojun
mcp-safe-proxy Claim
A lightweight stdio proxy that intercepts and rewrites MCP tool annotations to …
B 72 54 84 30 N/A 54 89 100
5910
ethancod1ng
Binance MCP Server Claim 2
A Model Context Protocol server that provides Claude Code with seamless access …
B 72 55 79 73 34 76 89
5911
xianminx
Flomo MCP Server Claim
Enables users to create and save notes in Flomo directly through AI chat intera…
B 72 55 70 62 51 81 94
5912
jameswilliamwisdom
Provides pay-per-use tools for AI agents like web screenshots and crypto intell…
B 72 55 60 72 48 81 95
5913
cliffhall
Puzzlebox Claim 1
An MCP server that enables coordination of agents through shared finite state m…
B 72 55 63 58 63 82 98
5914
skysqlinc
skysql-mcp Claim
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…
B 72 55 68 68 45 76 99
5915
Jacob-Stokes
Enables interaction with Monica CRM instances to manage contacts, activities, t…
B 72 55 84 72 25 81 84
5916
bzsasson
A lightweight Claude MCP gateway that dynamically loads tools only when needed,…
B 72 54 78 37 N/A 48 95 98
5917
vamsikiran353-gif
Enables interaction with Google Slides presentations through OAuth2 authenticat…
B 72 55 78 63 26 81 99
5918
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
5919
mbpfws
Coordinate and manage complex AI-driven software development workflows using a …
B 72 55 72 72 N/A 39 81 90
5920
lumalabs
luma-api-mcp Claim
Powered by Ray (video) and Photon (image) models by Luma AI
B 72 55 80 60 N/A 42 80 90
5921
jenova-marie
Enables intelligent querying of keyboard shortcuts for various operating system…
B 72 55 84 56 33 82 94
5922
mbailey
voicemode Claim
Natural (2-way) voice conversations with Claude Code
B 72 55 84 20 N/A 85 81 97
5923
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
5924
suryast
40 MCP tools for 11 Indonesian government portals — BPOM, BPJPH, AHU, OJK, BMKG+
B 72 54 60 60 N/A 74 83 90
5925
eidetic-works
nucleus Claim
MCP server for persistent memory, execution verification, governance, and compl…
B 72 54 90 28 N/A 89 85 73
5926
whiteprompt
Eraser MCP Server Claim
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
B 72 55 78 66 29 81 94
5927
maorcc
gimp-mcp Claim
GIMP MCP server
B 72 54 78 36 N/A 59 95 94
5928
bitnovo
MCP Bitnovo Pay Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 55 78 46 71 81 87
5929
adamsmaka
Flutter MCP Claim
A real-time server that provides Flutter/Dart documentation and pub.dev package…
B 72 54 78 38 N/A 67 95 83
5930
QiPanTanYi
Enables natural language database operations on MySQL databases with AI integra…
B 72 54 80 58 N/A 24 95 88
5931
lockon-n
PDF Tools MCP Server Claim 1
A comprehensive tool server for reading, merging, and extracting content from P…
B 72 55 60 82 41 81 91
5932
iceener
Enables control of Spotify through natural language by searching the catalog, m…
B 72 55 96 43 30 81 96
5933
Cicatriiz
civitai-mcp-server Claim
A Model Context Protocol server for browsing and discovering AI models on Civit…
B 72 55 90 75 N/A 60 81 46
5934
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 54 75 53 N/A 34 95 95
5935
54yyyu
School MCP Claim 1
A Model Context Protocol server that helps students manage academic workflows b…
B 72 55 57 82 N/A 20 95 98
5936
akki91
Ankr API MCP Server Claim 1
An MCP server that fetches on-chain blockchain data via the Ankr API, allowing …
B 72 55 65 72 33 81 100
5937
stevenvo
slack-mcp-server Claim 1
Read Slack conversations, threads, user info, and search messages from your MCP…
B 72 55 78 65 N/A 50 64 100
5938
yty-build
Enables interaction with PostgreSQL databases through a production-ready MCP se…
B 72 55 100 31 42 81 100
5939
cyntrisec
AWS security analysis: attack paths, compliance checking, and remediation plann…
B 72 54 72 40 N/A 85 80 90
5940
csrts
Metaso MCP Server Claim
Provides AI-powered web search, full-page content extraction, and search-enhanc…
B 72 55 78 75 21 81 90
5941
mjyoo2
Provides access to Overleaf projects via Git integration, allowing Claude and o…
B 72 55 78 62 30 81 100
5942
rulords
Enables deep integration with Google Workspace for AI assistants, allowing for …
B 72 55 84 41 56 81 97
5943
bellsanct
MCP Dungeon Game Claim
An idle dungeon crawler game playable through conversation, featuring equipment…
B 72 55 72 100 N/A 45 95 36
5944
Cumulocity-IoT
Enables interaction with Cumulocity IoT platform for device management, measure…
B 72 55 72 63 55 80 89
5945
e2b-dev
mcp-server Claim
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
B 72 54 70 38 N/A 72 100 82
5946
RadiumGu
AWS FIS MCP Server Claim 1
Enables interaction with AWS Fault Injection Service to create, manage, and exe…
B 72 55 54 82 42 82 98
5947
kbhuw
Enables AI-powered querying and serving of markdown documentation with search, …
B 72 55 84 46 44 81 98
5948
raghavendraprakash
A comprehensive Model Context Protocol implementation for the Swagger Petstore …
B 72 55 90 61 18 81 96
5949
EzeLLM
Provides access to Tesla vehicle telemetry data via the Tessie API, enabling re…
B 72 55 90 51 24 83 100
5950
web-agent-master
google-search Claim
A Playwright-based Node.js tool that bypasses search engine anti-scraping mecha…
B 72 54 76 63 N/A 38 90 82
Showing 5901–5950 of 30006 servers
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