MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
951
anthonybir
Enables secure local filesystem operations and interactive terminal sessions fo…
B 81 54 90 67 N/A 50 95 93
952
feedbk-ai
create-survey Claim
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
B 81 66 96 76 86 47 82 88
953
mslangford
Enables management and invocation of AWS Bedrock managed prompts with support f…
B 81 55 90 91 43 81 90
954
skullzarmy
vibealive Claim
B 81 54 84 65 N/A 76 90 92
955
Yunis147
Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language…
B 81 44 80 N/A N/A 43 95 98
956
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 66 78 79 100 41 81 94
957
dmilad
Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing …
B 81 54 90 58 N/A 65 95 94
958
cj-vana
claude-swarm Claim 3
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
B 81 55 73 100 N/A 78 95 54
959
nickvasilescu
Orgo MCP Server Claim 1
Enables AI agents to control virtual computers through Orgo, supporting compute…
B 81 66 96 56 100 46 81 94
960
xmuweili
app-screen-mcp Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 55 79 100 N/A 30 95 84
961
wangkanai
DevOps Enhanced MCP Claim 1
A dynamic Azure DevOps MCP server that automatically switches authentication co…
B 81 55 96 100 N/A 57 95 44
962
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
963 B 81 54 92 66 N/A 50 95 94
964
remuzel
Polarsteps MCP Server Claim 1
A server that enables AI assistants to access Polarsteps travel data, allowing …
B 81 54 96 60 N/A 41 95 100
965
Ansvar-Systems
nigeria-law-mcp Claim 1
Nigeria legislation via MCP — full-text search across statutes and provisions
B 81 54 75 93 N/A 37 95 94
966
fulgidus
Zignet Claim
Enables AI-powered Zig programming assistance through code generation, debuggin…
B 81 54 84 61 N/A 67 95 99
967
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
968
SaptaDey
A scientific reasoning framework that leverages graph structures and the Model …
B 81 55 96 76 58 78 88
969
yuniko-software
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecr…
B 81 54 72 62 N/A 87 92 97
970
velarynai
Ragora Claim
Search your knowledge bases from any AI assistant using hybrid RAG.
B 81 66 84 80 90 39 81 99
971
pentafive
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
B 81 55 90 71 63 82 94
972
pranciskus
newsmcp Claim
Real-time world news for AI agents — events clustered from hundreds of sources,…
B 81 54 84 61 70 90 97
973
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 55 84 72 61 82 100
974
ashah360
doordash-mcp Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
B 81 44 84 N/A N/A 32 95 99
975
tickory
Tickory MCP Server Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 55 78 71 76 83 98
976
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
977
SebastianBO
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
B 81 54 96 63 N/A 57 83 99
978
luvl
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
B 81 55 94 71 50 81 99
979
core3-coder
Provides intelligent context management for AI development sessions, allowing u…
B 81 54 92 58 N/A 58 90 100
980
syucream
Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to i…
B 81 55 84 72 70 78 100
981
Ansvar-Systems
greek-law-mcp Claim
Greek legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
982
ravenwits
This is a TypeScript-based MCP server that provides database interaction capabi…
B 81 54 90 66 N/A 51 95 93
983
netmexmedia
Netmex MCP Claim
A lightweight and extendable MCP server toolkit that allows developers to build…
B 81 55 78 87 N/A 31 95 100
984
jhomen368
overseerr-mcp Claim 1
Integrate AI assistants with Overseerr and the Seerr (the unified successor) fo…
B 81 55 88 67 80 82 87
985
hellolucky
v0-mcp Claim 1
Enables the generation and iterative refinement of React UI components from nat…
B 81 55 88 77 60 84 90
986
S2thend
cursor-history Claim 2
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
B 81 55 79 100 N/A 75 95 50
987
ctaylor86
gohighlevel-mcp Claim
B 81 64 84 86 88 34 84 94
988
angiejones
MCP Selenium Claim
Enables browser automation using the Selenium WebDriver through MCP, supporting…
B 81 54 80 61 N/A 81 88 100
989
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
990
luno
Luno MCP Server
B 81 55 86 66 73 81 99
991
bradleylab
stella-mcp Claim 1
Create, read, validate, and save Stella system dynamics models (.stmx files in …
B 81 54 86 56 N/A 72 95 94
992
PuroDelphi
MCP Firebird Claim
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
B 81 55 96 52 86 82 90
993
zivhdinfo
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
B 81 54 90 70 N/A 46 95 93
994
mimeCam
DevBrain Claim
Quickly search indexed indie devs blog posts and articles. It is like chatting…
B 81 66 90 76 87 45 81 95
995
aplaceforallmystuff
Enables local network discovery and security scanning to identify connected dev…
B 81 55 67 100 N/A 46 95 89
996
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
997
devinvenable
MCP Talk Claim
A lightweight messaging system that enables real-time communication between dif…
B 81 55 86 91 N/A 22 95 94
998
shinshin86
A Model Context Protocol server that integrates with AivisSpeech to enable AI a…
B 81 55 69 87 N/A 46 95 100
999
ivo-toby
MCP Picnic Claim
Enables AI assistants to interact with Picnic online supermarket for grocery sh…
B 81 55 86 73 72 81 90
1000
fasuizu-br
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
B 81 66 96 100 55 45 82 97
Showing 951–1000 of 66402 servers
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