MCP Server Quality Scores

Independent quality analysis of 59573 public MCP servers

59573
Discovered
29905
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2801
kontext-dev
One connection for all your MCP servers.
B 77 54 84 41 N/A 69 92 100
2802
blizzy78
This MCP server enables agents to manage complex tasks by providing tools for r…
B 77 55 90 100 46 81 54
2803
Durable-Technology
mcp-micromanage Claim 1
Controls coding agents by enforcing structured implementation plans with PRs an…
B 77 55 76 100 N/A 41 95 60
2804
mazemaze
Enables task management and automated development workflow tracking with Eureka…
B 77 54 94 63 N/A 24 95 94
2805
ggc180820
mcp-keyward Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 44 78 N/A N/A 21 95 99
2806
Angeltooth
Provides comprehensive gambling licensing information, fee calculations, compli…
B 77 54 90 63 N/A 24 92 100
2807
xoniks
Enables creating interactive data visualizations from natural language queries …
B 77 55 90 60 43 82 99
2808
satheeshds
Enables AI assistants to fetch, analyze, and respond to Google Business Profile…
B 77 55 86 68 42 81 100
2809
Dave-London
test Claim
Auto-detects test framework (pytest, jest, vitest) and returns structured resul…
B 77 54 84 30 N/A 92 94 91
2810
mamertofabian
mcp-everything-search Claim 1
Fast Windows file search using Everything SDK
B 77 54 84 58 N/A 63 90 88
2811
jaigouk
Enables AI assistants to search and retrieve data from Jira and Confluence dire…
B 77 54 72 75 N/A 40 95 94
2812
skydeckai
Provides access to personal/team knowledge repositories with tools to search, r…
B 77 55 92 68 37 81 94
2813
jcgs2503
MCPFind Claim 1
A context-efficient MCP tool proxy that uses semantic search to manage numerous…
B 77 54 100 52 N/A 38 90 95
2814
FinishKit
mcp Claim 1
FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment block…
B 77 54 78 71 N/A 58 83 93
2815
SDiamante13
Learning Hour MCP Claim 1
An MCP server that generates comprehensive Learning Hour content for Technical …
B 77 55 79 72 55 81 92
2816
xytangme
NeoDB MCP Server Claim 1
Enables interaction with NeoDB, a social book cataloging service, by providing …
B 77 55 96 63 35 80 100
2817
aoneil42
An Iceberg-native geospatial MCP server powered by DuckDB that provides tools f…
B 77 54 78 77 N/A 27 92 98
2818
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
2819
jitbit
jitbit-helpdesk Claim 1
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
B 77 44 73 N/A N/A 55 83 94
2820
davidteren
claude-server Claim
Claude Server is an MCP implementation that enhances Claude's capabilities by p…
B 77 54 94 58 N/A 26 95 100
2821
kushal45
Gmail MCP Server Claim
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
B 77 55 90 63 51 81 94
2822
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2823
mnemox-ai
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
B 77 54 72 60 82 89 88
2824
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
2825
luancamara
MCP Firebird Claim
Enables Large Language Models like Claude to access, query, analyze, and manage…
B 77 55 96 52 62 82 89
2826
mrgizmo212
Provides persistent agent workspaces with MongoDB storage for file management a…
B 77 66 84 66 96 24 82 97
2827
vjouenne76
A basic starter project for building Model Context Protocol (MCP) servers that …
B 77 54 90 67 N/A 19 95 100
2828
arikusi
nakkas Claim
MCP server that turns AI into an SVG artist. One rendering engine, AI decides e…
B 77 44 60 N/A N/A 58 95 95
2829
otc-ai
mcp-otc Claim 2
Fork from Etherscan dedicated for chain-id 175
B 77 55 94 62 38 82 100
2830
aws
AWS MCP Server Claim
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
B 77 54 80 37 N/A 92 95 91
2831
hiromitsusasaki
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
B 77 55 90 72 36 80 96
2832
99hansling
Converts entire codebases into a single, AI-readable Markdown document with str…
B 77 54 84 63 N/A 42 95 92
2833
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 55 96 100 N/A 22 95 46
2834
fliptheweb
yazio-mcp Claim 1
MCP server for accessing Yazio user & nutrition data (unofficial)
B 77 54 63 71 N/A 72 83 99
2835
kaosensei
An MCP server that enables full CRUD operations for Intercom Help Center articl…
B 77 55 75 66 67 80 99
2836
skydeckai
Enables semantic search and retrieval of information from personal and team kno…
B 77 55 92 66 40 81 96
2837
elchika-inc
Enables AI assistants to fetch comprehensive information about Maven packages f…
B 77 55 90 75 24 83 99
2838
k8ika0s
mcp-tmux Claim 1
Model Context Protocol server that lets LLMs collaboratively drive tmux
B 77 55 80 82 N/A 74 95 51
2839
markswendsen-code
Enables AI assistants to search the Burger King menu, manage a cart with item c…
B 77 54 96 60 N/A 27 88 100
2840
Warzuponus
MCP JIRA Server Claim 1
Enables AI applications to manage JIRA issues, workflows, and tasks through a s…
B 77 55 90 66 45 80 96
2841
ssdeanx
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
B 77 54 82 61 55 92 91
2842
RPGMais
n8n MCP Server Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 55 78 82 N/A 52 83 85
2843
WW-AI-Lab
A production-ready development scaffold for MCP servers, optimized for Cursor I…
B 77 55 78 70 61 81 95
2844
jaffrepaul
Math MCP Server Claim
Enables LLMs to perform accurate mathematical calculations by evaluating expres…
B 77 54 78 77 N/A 24 95 100
2845
GoogleCloudPlatform
MCP Server for understanding, managing & troubleshooting your GCP environment.
B 77 54 57 72 N/A 75 95 90
2846
tech-sushant
Calculator MCP Server Claim 1
Provides basic mathematical calculation functionality through MCP tools includi…
B 77 54 78 71 31 94 100
2847
slmnsrf
Councly MCP Server Claim
Enables AI assistants to create council hearings where multiple LLMs (Claude, G…
B 77 55 78 78 45 81 94
2848
spre-sre
lumino-mcp-server Claim
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
B 77 54 88 31 75 95 100
2849
Aryan-Jhaveri
Access Statistics Canada data via the Web Data Services API
B 77 55 92 62 N/A 61 76 90
2850
48hour-solutions
Todo MCP Server Claim 1
A TypeScript-based server that enables AI agents to create, prioritize, and man…
B 77 54 94 60 N/A 23 92 100
Showing 2801–2850 of 59573 servers
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