MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
851
blockscout
mcp-server ⚡ Claim 1
MCP server for Blockscout
B 81 6⁄6 ◉ ⏳ 81 80 84 69 81 90
852
moltllama
MoltLlama Claim
Real-time DeFi data for AI agents. Provides yields, TVL, prices, DEX volumes, f…
B 81 6⁄6 ◉ ⏳ 84 80 96 36 84 91
853
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 5⁄5 ◉ ⏳ 84 72 — 61 82 100
854
robertZaufall
A Model Context Protocol server that enables LLMs to interact with MindManager …
B 81 5⁄5 ◉ ⏳ 67 82 N/A 71 95 91
855
delorenj
An enhanced Windows CLI MCP server providing unrestricted system access capabil…
B 81 5⁄4 ◉ ⏳ 94 66 N/A 51 88 96
856
zivhdinfo
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
B 81 5⁄4 ◉ ⏳ 90 70 N/A 46 95 93
857
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
858
felixAnhalt
Figma-Context-MCP ⚡ Claim
LLM-optimized Figma MCP server.
B 81 5⁄4 ◉ ⏳ 84 68 N/A 81 83 91
859
beubax
Grapheteria ⚡ Claim
Grapheteria: A structured framework bringing uniformity to agent orchestration!
B 81 5⁄4 ◉ ⏳ 90 55 N/A 68 95 96
860
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
861
gander-tools
MCP server for querying and validating OpenStreetMap tags
B 81 5⁄4 ◉ ⏳ 85 63 N/A 81 95 81
862
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
863
litmusautomation
litmus-mcp-server ⚡ Claim 1
litmus-mcp-server
B 81 5⁄5 ◉ ⏳ 90 70 — 68 81 91
864
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 5⁄5 ◉ ⏳ 100 70 — 50 82 94
865
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
866
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
867
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
868
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
869
mslangford
Enables management and invocation of AWS Bedrock managed prompts with support f…
B 81 5⁄5 ◉ ⏳ 90 91 — 43 81 90
870
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
871
indragiek
uniprof ⚡ Claim
Universal CPU profiler designed for humans and AI agents
B 81 5⁄4 ◉ ⏳ 90 58 N/A 66 95 91
872
PlanExeOrg
PlanExe Claim 1
MCP server for generating rough-draft project plans from natural-language promp…
B 81 6⁄6 ◉ ⏳ 75 74 98 57 82 95
873
yeominux
md-feedback ⚡ Claim
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
B 81 4⁄4 ◉ ⏳ 72 N/A N/A 60 95 95
874
f4ww4z
mcp-mysql-server ⚡ Claim 1
Node.js-based MySQL database integration that provides secure MySQL database op…
B 81 5⁄4 ◉ ⏳ 96 60 N/A 50 89 100
875
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
876
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
877
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
878
jasperjeje
A powerful MCP tool that converts Markdown documents into beautiful knowledge c…
B 81 5⁄4 ◉ ⏳ 96 58 N/A 45 95 100
879
eLyiN
gemini-bridge ⚡ Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 5⁄5 ◉ ⏳ 72 82 — 80 82 89
880
WebexSamples
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
B 81 5⁄5 ◉ ⏳ 100 68 — 46 82 96
881
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
882
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 6⁄6 ◉ ⏳ 90 92 90 23 81 89
883
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
884
prashantgupta123
AWS FinOps MCP Server ⚡ Claim 2
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
B 81 5⁄5 ◉ ⏳ 92 82 — 51 78 92
885
opensubtitles
Enables searching and downloading subtitles from OpenSubtitles.com through thei…
B 81 5⁄5 ◉ ⏳ 100 68 — 50 81 95
886
IBM
chuk-mcp-celestial ⚡ Claim
Provides authoritative astronomical data including moon phases, solar eclipses,…
B 81 6⁄6 ◉ ⏳ 84 66 85 76 84 92
887
PatrickSys
codebase-context ⚡ Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 4⁄4 ◉ ⏳ 64 N/A N/A 71 95 94
888
Tokio17
Enables AI tools like GitHub Copilot to manage and persist context using a loca…
B 81 5⁄4 ◉ ⏳ 90 61 N/A 60 95 93
889
Ahmad-A0
silverbullet-mcp ⚡ Claim
A Model Context Protocol (MCP) server to interact with your SilverBullet notes …
B 81 5⁄5 ◉ ⏳ 84 72 N/A 78 80 91
890
jezweb
A production-ready template for building MCP servers on Cloudflare Workers with…
B 81 5⁄5 ◉ ⏳ 96 71 — 58 82 91
891
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
892
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
893
Azure
TypeScript MCP server for AI-powered containerization workflows with Docker and…
B 81 5⁄4 ◉ ⏳ 78 58 N/A 93 92 90
894
ctaylor86
gohighlevel-mcp ⚡ Claim
B 81 6⁄4 ◉ ⏳ 84 86 88 34 84 94
895
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
896
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 5⁄4 ◉ ⏳ 96 58 N/A 64 95 86
897
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
898
Jercik
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
B 81 5⁄5 ◉ ⏳ 90 66 — 70 81 96
899
vdappdev2
vtimestamp-mcp ⚡ Claim 1
Enables AI agents to verify document timestamps and list all recorded proofs on…
B 81 5⁄5 ◉ ⏳ 61 100 — 54 95 90
900
desimpkins
A comprehensive MCP server that provides full integration with LightRAG API, of…
B 81 5⁄5 ◉ ⏳ 100 68 — 45 81 100
Showing 851–900 of 68948 servers
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