MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
851
yeominux
md-feedback Claim
An MCP server for reviewing markdown plans before AI agents implement them. Ena…
B 81 44 72 N/A N/A 60 95 95
852
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
853
Ansvar-Systems
moroccan-law-mcp Claim 1
Moroccan legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 44 95 93
854
bajoski34
mcp-flutterwave Claim
MCP Server to interact with Flutterwave APIs.
B 81 54 80 71 N/A 77 81 98
855
cyanheads
mcp-ts-template Claim 1
TypeScript template for building MCP servers with declarative tooling, observab…
B 81 54 71 100 N/A 46 83 98
856
seenbefore
mcp-dev-record Claim
A dedicated MCP (Model Context Protocol) server for recording and organizing co…
B 81 55 78 100 N/A 40 95 80
857
synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts …
B 81 55 96 55 N/A 84 76 97
858
TheRealAshik
Jules MCP Server Claim 1
Enables orchestration of multiple Jules AI workers for tasks like code generati…
B 81 55 88 70 72 76 96
859
Smart-AI-Memory
memdocs Claim
Git-native project memory for AI assistants with enterprise-grade audit complia…
B 81 54 94 58 N/A 78 83 92
860
AshtonVaughan
AgentBrowser Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 54 96 70 N/A 30 95 99
861
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 54 96 58 N/A 64 95 86
862
czottmann
kagi-ken-mcp Claim 1
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
B 81 55 82 73 74 83 94
863
f4ww4z
mcp-mysql-server Claim 1
Node.js-based MySQL database integration that provides secure MySQL database op…
B 81 54 96 60 N/A 50 89 100
864
Jercik
Enables coding assistants to access Perplexity AI for quick fact-checking and i…
B 81 55 90 66 70 81 96
865
yuya373
This package provides seamless integration with Claude Code, allowing you to ru…
B 81 54 84 61 N/A 66 95 96 EM
866
axelspringer
Snyk MCP REST Claim
Provides security scanning capabilities through Snyk CLI tools and REST API, en…
B 81 55 92 72 57 80 97
867
MobAI-App
mobai-mcp Claim 1
AI-powered mobile device automation for Android and iOS devices, emulators, and…
B 81 55 78 100 N/A 69 95 54
868
Eclipse-Cj
Paper Distill MCP Claim 3
Academic paper search across 11 sources with AI curation, ranked push, Zotero a…
B 81 55 88 82 N/A 77 67 91
869
Ansvar-Systems
australian-law-mcp Claim
Australian legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 45 95 91
870
MausRundung
Provides tools for analyzing project structures, searching through codebases, m…
B 81 54 88 75 N/A 55 88 91
871
phate45
MCP Vault Claim
Enables AI assistants to interact with Obsidian vaults through file operations …
B 81 54 90 67 N/A 44 95 98
872
houtini-ai
seo-crawler-mcp Claim 1
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
B 81 55 96 100 N/A 64 92 40
873
zoomeye-ai
mcp_zoomeye Claim 1
Querying network asset information by ZoomEye MCP Server
B 81 55 100 71 55 80 91
874
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
875
oil-oil
Better Writer MCP Claim 1
Generates natural, fluent Chinese content that reads like human writing using t…
B 81 55 78 100 48 81 91
876
g0t4
Run any command with `run_command` and `run_script` tools.
B 81 54 90 57 N/A 85 84 91
877
ConechoAI
Nano-Banana-MCP Claim
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
B 81 55 96 71 49 81 100
878
elijah-g
Woolworths MCP Server Claim 1
Enables interaction with Woolworths Australia's online shopping platform throug…
B 81 55 78 100 N/A 44 95 75
879
imprvhub
mcp-claude-spotify Claim
An integration that allows Claude Desktop to interact with Spotify using the Mo…
B 81 55 90 72 74 71 99
880
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 55 100 70 50 82 94
881
base76-research-lab
token-compressor Claim
Compress prompts 40-60% using local LLM + embedding validation. Preserves all c…
B 81 55 78 91 N/A 51 95 80
882
mkXultra
Enables AI agents to communicate with each other through Slack-like room-based …
B 81 54 78 66 N/A 75 92 95
883
hyperpolymath
BoJ-server Claim
Unified capability catalogue with formally verified cartridges, distributed com…
B 81 54 90 51 N/A 75 90 97
884
cagataycali
Strands MCP Server Claim 2
Bidirectional MCP integration that allows Strands agents to both expose themsel…
B 81 55 96 91 47 81 74
885
jellewas
EU Audit Trail Claim 1
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
B 81 55 66 82 N/A 75 90 93
886
TheDigitalNinja
Fitbit MCP Server Claim 1
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
B 81 54 79 75 N/A 64 95 91
887
alucardeht
Enables local AI image generation on Apple Silicon Macs using MLX and Stable Di…
B 81 54 96 56 N/A 52 92 100
888
djankies
Vitest MCP Server Claim 2
AI-optimized Vitest interface that provides structured test output, visual debu…
B 81 55 96 75 N/A 73 95 58
889
mgriffen
tapsite Claim 1
An MCP server for web intelligence extraction that provides 55 tools for extrac…
B 81 44 71 61 95 94
890
sandst1
remind Claim
A memory layer for AI Agents
B 81 44 68 N/A N/A 66 95 96
891
dandeliongold
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
B 81 55 90 82 N/A 46 90 84
892
cryppadotta
Scryfall MCP Server Claim 1
Enables interaction with the Scryfall API, allowing users to search for Magic: …
B 81 55 90 100 22 82 92
893
chenxizhang
Integrates with Microsoft 365 Copilot APIs to enable retrieval of content from …
B 81 55 90 68 72 81 94
894
Xiaozhang22
Provides access to GitHub trending projects through MCP, allowing AI assistants…
B 81 66 80 90 100 27 81 91
895
CogitatorTech
omni-nli Claim 1
An MCP server for natural language inference
B 81 54 75 72 N/A 75 90 95
896
vini-cius
A secure Model Context Protocol service that enables executing SQL Server queri…
B 81 55 94 72 59 81 94
897
banjtheman
VibeTide MCP Server Claim 1
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
B 81 55 92 82 48 81 94
898
louis030195
toggl-mcp Claim 1
Time tracking integration with Toggl Track. Start/stop timers, manage time entr…
B 81 55 96 75 44 80 98
899
griffinwork40
Twilio MCP Server Claim 1
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
B 81 55 94 75 51 82 96
900
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
Showing 851–900 of 66402 servers
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