MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1001
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
1002
ofershap
mcp-server-s3 ⚡ Claim
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
B 81 5⁄5 ◉ ⏳ 66 100 — 55 95 83
1003
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
1004
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
1005
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
1006
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
1007
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
1008
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 5⁄5 ◉ ⏳ 96 73 — 51 81 96
1009
GlobKurier-pl
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
B 81 6⁄6 ◉ ⏳ 84 86 92 34 82 92
1010
ctaylor86
gohighlevel-mcp ⚡ Claim
B 81 6⁄4 ◉ ⏳ 84 86 88 34 84 94
1011
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
1012
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
1013
pentafive
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
B 81 5⁄5 ◉ ⏳ 90 71 — 63 82 94
1014
BradA1878
Enables AI assistants to generate and control real-time audio synthesis through…
B 81 5⁄5 ◉ ⏳ 84 100 N/A 25 95 85
1015
desimpkins
A comprehensive MCP server that provides full integration with LightRAG API, of…
B 81 5⁄5 ◉ ⏳ 100 68 — 45 81 100
1016
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
1017
crexative
Colombia MCP Server ⚡ Claim 1
Provides access to geographical and tourism information about Colombia, includi…
B 81 5⁄5 ◉ ⏳ 72 100 — 47 81 99
1018
tickory
Tickory MCP Server ⚡ Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 5⁄5 ◉ ⏳ 78 71 — 76 83 98
1019
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 5⁄4 ◉ ⏳ 94 55 N/A 73 90 89
1020
bvisible
mcp-ssh-manager ⚡ Claim
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
B 81 5⁄5 ◉ ⏳ 88 61 N/A 84 81 92
1021
cj-vana
claude-swarm ⚡ Claim 3
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
B 81 5⁄5 ◉ ⏳ 73 100 N/A 78 95 54
1022
dhanababum
supermcp Claim
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…
B 81 5⁄4 ◉ ⏳ 100 60 N/A 46 90 99
1023
tolenonetwork
Enables users to control their Toleno mining account directly from Claude AI us…
B 81 5⁄5 ◉ ⏳ 90 87 — 30 83 100
1024
Jercik
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
B 81 5⁄5 ◉ ⏳ 90 66 — 70 81 96
1025
jezweb
A production-ready template for building MCP servers on Cloudflare Workers with…
B 81 5⁄5 ◉ ⏳ 96 71 — 58 82 91
1026
sandst1
remind ⚡ Claim
A memory layer for AI Agents
B 81 4⁄4 ◉ ⏳ 68 N/A N/A 66 95 96
1027
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 5⁄5 ◉ ⏳ 84 72 — 61 82 100
1028
brentmid
Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to que…
B 81 5⁄5 ◉ ⏳ 100 68 N/A 54 81 94 TH
1029
Ansvar-Systems
namibian-law-mcp ⚡ Claim 1
Namibia legislation via MCP -- full-text search across statutes and provisions
B 81 6⁄6 ◉ ⏳ 92 73 91 51 80 92
1030
robertZaufall
A Model Context Protocol server that enables LLMs to interact with MindManager …
B 81 5⁄5 ◉ ⏳ 67 82 N/A 71 95 91
1031
S2thend
cursor-history ⚡ Claim 2
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
B 81 5⁄5 ◉ ⏳ 79 100 N/A 75 95 50
1032
tomnagengast
Provides integration with Apache Airflow's REST API, allowing AI assistants to …
B 81 5⁄5 ◉ ⏳ 100 70 — 42 81 99
1033
freema
mcp-jira-stdio ⚡ Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 5⁄5 ◉ ⏳ 73 83 — 76 81 95
1034
AshtonVaughan
AgentBrowser ⚡ Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 5⁄4 ◉ ⏳ 96 70 N/A 30 95 99
1035
yuniko-software
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecr…
B 81 5⁄4 ◉ ⏳ 72 62 N/A 87 92 97
1036
litmusautomation
litmus-mcp-server ⚡ Claim 1
litmus-mcp-server
B 81 5⁄5 ◉ ⏳ 90 70 — 68 81 91
1037
griffinwork40
Twilio MCP Server ⚡ Claim 1
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
B 81 5⁄5 ◉ ⏳ 94 75 — 51 82 96
1038
alekspetrov
A Model Context Protocol implementation that enables AI assistants to interact …
B 81 5⁄4 ◉ ⏳ 88 58 N/A 72 89 99
1039
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
1040
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
1041
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
1042
Azure
TypeScript MCP server for AI-powered containerization workflows with Docker and…
B 81 5⁄4 ◉ ⏳ 78 58 N/A 93 92 90
1043
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
1044
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
1045
Yash-Kavaiya
digipin-mcp ⚡ Claim 1
B 81 4⁄4 ◉ ⏳ 78 N/A N/A 47 95 98
1046
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
1047
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
1048
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
1049
qq418716640
botbell-mcp ⚡ Claim
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
B 81 5⁄5 ◉ ⏳ 86 75 — 61 82 99
1050
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 5⁄4 ◉ ⏳ 96 58 N/A 64 95 86
Showing 1001–1050 of 68948 servers
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