MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1051
hmk
box-mcp-server ⚡ Claim 1
Box integration for listing, reading and searching files
B 81 5⁄5 ◉ ⏳ 94 67 — 64 80 95
1052
neilberkman
clippy Claim
Gives AI assistants direct access to macOS clipboard - letting Claude copy gene…
B 81 5⁄4 ◉ ⏳ 90 41 N/A 82 95 98
1053
Easysend-co
easysend ⚡ Claim 1
EasySend file sharing MCP server - upload, download and share files. No authent…
B 81 4⁄4 ◉ ⏳ 90 N/A N/A 29 95 96
1054
LingTravel
atlas-browser-mcp ⚡ Claim 2
Enables AI agents to navigate the web visually using screenshot-based interacti…
B 81 5⁄5 ◉ ⏳ 90 91 N/A 42 90 78
1055
angiejones
MCP Selenium ⚡ Claim
Enables browser automation using the Selenium WebDriver through MCP, supporting…
B 81 5⁄4 ◉ ⏳ 80 61 N/A 81 88 100
1056
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 5⁄5 ◉ ⏳ 100 70 — 50 82 94
1057
TheRealAshik
Jules MCP Server ⚡ Claim 1
Enables orchestration of multiple Jules AI workers for tasks like code generati…
B 81 5⁄5 ◉ ⏳ 88 70 — 72 76 96
1058
mimeCam
DevBrain ⚡ Claim
Quickly search indexed indie devs blog posts and articles. It is like chatting…
B 81 6⁄6 ◉ ⏳ 90 76 87 45 81 95
1059
IBM
chuk-mcp-celestial ⚡ Claim
Provides authoritative astronomical data including moon phases, solar eclipses,…
B 81 6⁄6 ◉ ⏳ 84 66 85 76 84 92
1060
KeithHanson
Clockify MCP Server ⚡ Claim 1
Enables AI assistants to interact with the Clockify API for managing time entri…
B 81 5⁄5 ◉ ⏳ 96 91 — 47 80 76
1061
lostintangent
GistPad-MCP ⚡ Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 5⁄4 ◉ ⏳ 78 72 N/A 67 92 95
1062
nikydobrev
Enables interaction with multiple Azure DevOps organizations simultaneously, pr…
B 81 5⁄5 ◉ ⏳ 78 100 — 47 81 88
1063
ashah360
doordash-mcp Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
B 81 4⁄4 ◉ ⏳ 84 N/A N/A 32 95 99
1064
mgriffen
tapsite ⚡ Claim 1
An MCP server for web intelligence extraction that provides 55 tools for extrac…
B 81 4⁄4 ◉ ⏳ 71 — — 61 95 94
1065
james-gibson
MCP CLI ⚡ Claim
A command-line tool for creating and running Model Context Protocol servers tha…
B 81 5⁄4 ◉ ⏳ 72 70 N/A 68 95 100
1066
imprvhub
mcp-claude-spotify ⚡ Claim
An integration that allows Claude Desktop to interact with Spotify using the Mo…
B 81 5⁄5 ◉ ⏳ 90 72 — 74 71 99
1067
mkXultra
Enables AI agents to communicate with each other through Slack-like room-based …
B 81 5⁄4 ◉ ⏳ 78 66 N/A 75 92 95
1068
IBM
chuk-mcp-geocoder ⚡ Claim 2
MCP server for geocoding and place discovery using OpenStreetMap data via Nomin…
B 81 6⁄6 ◉ ⏳ 69 79 92 73 82 91
1069
khuynh22
mcp-wireshark ⚡ Claim 2
Enables AI assistants to analyze, filter, and capture network traffic using Wir…
B 81 5⁄5 ◉ ⏳ 75 91 N/A 86 95 59
1070
PaulieB14
graph-aave-mcp ⚡ Claim
AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs
B 81 5⁄4 ◉ ⏳ 88 61 N/A 74 80 100
1071
mslangford
Enables management and invocation of AWS Bedrock managed prompts with support f…
B 81 5⁄5 ◉ ⏳ 90 91 — 43 81 90
1072
jellewas
EU Audit Trail ⚡ Claim 1
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
B 81 5⁄5 ◉ ⏳ 66 82 N/A 75 90 93
1073
remuzel
Polarsteps MCP Server ⚡ Claim 1
A server that enables AI assistants to access Polarsteps travel data, allowing …
B 81 5⁄4 ◉ ⏳ 96 60 N/A 41 95 100
1074
Ansvar-Systems
maltese-law-mcp ⚡ Claim
Maltese legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 71 93 N/A 49 95 91
1075
LeomaiaJr
Enables users to search and fetch Google's Gemini API documentation directly wi…
B 81 5⁄5 ◉ ⏳ 82 100 — 32 82 95
1076
cryppadotta
Scryfall MCP Server ⚡ Claim 1
Enables interaction with the Scryfall API, allowing users to search for Magic: …
B 81 5⁄5 ◉ ⏳ 90 100 — 22 82 92
1077
Ansvar-Systems
greek-law-mcp ⚡ Claim
Greek legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 71 93 N/A 49 95 91
1078
seenbefore
mcp-dev-record ⚡ Claim
A dedicated MCP (Model Context Protocol) server for recording and organizing co…
B 81 5⁄5 ◉ ⏳ 78 100 N/A 40 95 80
1079
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 5⁄5 ◉ ⏳ 96 73 — 51 81 96
1080
GlobKurier-pl
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
B 81 6⁄6 ◉ ⏳ 84 86 92 34 82 92
1081
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 6⁄6 ◉ ⏳ 90 92 90 23 81 89
1082
dbwls99706
deadends.dev ⚡ Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
B 81 5⁄4 ◉ ⏳ 96 58 N/A 48 92 100
1083
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 6⁄6 ◉ ⏳ 96 66 99 39 81 91
1084
nikicat
mcp-wallet-signer ⚡ Claim
Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask…
B 81 5⁄4 ◉ ⏳ 90 60 N/A 62 95 91
1085
huangxinping
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
B 81 5⁄5 ◉ ⏳ 94 91 — 45 81 82
1086
schwarztim
cimc-mcp ⚡ Claim 2
An MCP server for managing standalone Cisco C-Series rack servers through the C…
B 81 5⁄5 ◉ ⏳ 73 100 — 48 81 98
1087
ewalid
rosetta-mcp ⚡ Claim
AI-powered Excel translation preserving formatting, formulas, and data integrit…
B 81 5⁄4 ◉ ⏳ 96 71 N/A 53 83 92
1088
abhishekgahlot2
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
B 81 4⁄4 ◉ ⏳ 90 N/A N/A 28 95 95
1089
felixAnhalt
Figma-Context-MCP ⚡ Claim
LLM-optimized Figma MCP server.
B 81 5⁄4 ◉ ⏳ 84 68 N/A 81 83 91
1090
xmuweili
app-screen-mcp ⚡ Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 5⁄5 ◉ ⏳ 79 100 N/A 30 95 84
1091
sirmews
apple-notes-mcp ⚡ Claim 1
Allows the AI to read from your local Apple Notes database (macOS only)
B 81 5⁄4 ◉ ⏳ 96 58 N/A 49 95 100
1092
kevinwatt
ffmpeg-mcp-lite ⚡ Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 5⁄5 ◉ ⏳ 66 82 N/A 61 95 98
1093
Ansvar-Systems
saudi-law-mcp ⚡ Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 71 93 N/A 47 95 93
1094
ai-4-devops
devops-practices ⚡ Claim
Productivity framework for DevOps engineers using AI assistance (Claude Code) w…
B 81 5⁄4 ◉ ⏳ 96 53 N/A 64 87 100
1095
gensecaihq
Enables intelligent analysis of SonicWall firewall logs through natural languag…
B 81 5⁄5 ◉ ⏳ 96 77 — 51 81 89
1096
dockergiant
RollDev MCP Server ⚡ Claim 2
An MCP server for RollDev and Magento 2 development environments that enables L…
B 81 5⁄5 ◉ ⏳ 77 100 N/A 68 95 58
1097
georgeglarson
Venice MCP Server ⚡ Claim
Enables AI assistants to access Venice AI's capabilities including chat with op…
B 81 5⁄5 ◉ ⏳ 84 68 — 72 81 99
1098
biocontext-ai
skill-to-mcp ⚡ Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 5⁄5 ◉ ⏳ 72 82 N/A 72 81 97
1099
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 5⁄5 ◉ ⏳ 96 57 — 65 83 100
1100
twjackysu
TWSEMCPServer ⚡ Claim
台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI
B 81 6⁄6 ◉ ⏳ 86 82 84 54 81 88
Showing 1051–1100 of 68948 servers
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