MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9651
ebadAhmed10
JMeter MCP Server ⚡ Claim
Enables the execution and analysis of JMeter performance tests through MCP-comp…
C 67 5⁄4 ◉ ⏳ 72 51 N/A 24 87 93
9652
BoosClues
A starter template for building MCP servers with TypeScript support, example to…
C 67 5⁄4 ◉ ⏳ 60 57 N/A 26 95 91
9653
financial-datasets
MCP server that provides AI assistants access to stock market data including fi…
C 67 5⁄5 ◉ ⏳ 66 41 — 50 80 99
9654
angrysky56
Narrative Graph MCP ⚡ Claim 1
A Model Context Protocol server implementing the Random Tree Model for encoding…
C 67 5⁄5 ◉ ⏳ 63 100 N/A 23 95 34
9655
thadius83
OpenAI MCP Server ⚡ Claim 1
Enables integration with OpenAI models through the MCP protocol, supporting con…
C 67 5⁄5 ◉ ⏳ 86 38 — 34 81 89
9656
gemini-dk
A server providing a unified interface to interact with Firebase services, incl…
C 67 5⁄5 ◉ ⏳ 78 50 — 19 80 97
9657
jinhee3653-debug
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 5⁄4 ◉ ⏳ 66 73 N/A 34 90 62
9658
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 5⁄5 ◉ ⏳ 47 67 — 49 80 91
9659
thunderboltsid
mcp-nutanix Claim
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
C 67 5⁄5 ◉ ⏳ 68 37 — 51 80 100
9660
tuanle96
mcp-odoo ⚡ Claim 2
Production-grade MCP server for Odoo ERP (16-19) with zero Odoo-side install. 2…
C 67 5⁄5 ◉ ⏳ 51 62 N/A 67 80 79
9661
Petah
Provides programmatic access to GameMaker Language (GML) documentation through …
C 67 5⁄5 ◉ ⏳ 84 75 — 29 81 50
9662
maxisoft-git
InstantCMS MCP Server ⚡ Claim 1
Provides a specialized environment for developing InstantCMS 2 addons and templ…
C 67 5⁄4 ◉ ⏳ 84 53 N/A 32 95 55
9663
sj0405-lee
A boilerplate project for quickly developing MCP servers using TypeScript, feat…
C 67 5⁄4 ◉ ⏳ 54 70 N/A 26 95 81
9664
GJakobi
Hatchet MCP Server ⚡ Claim 1
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
C 67 5⁄5 ◉ ⏳ 82 37 — 27 82 97
9665
TimBroddin
Astro MCP Server ⚡ Claim 2
Enables access to Astro's App Store Optimization (ASO) database for analyzing a…
C 67 5⁄4 ◉ ⏳ 94 27 N/A 44 84 76
9666
sbraind
MCP Lite Wrappers ⚡ Claim
Lightweight MCP wrappers that consolidate multiple tools from services like Sup…
C 67 5⁄5 ◉ ⏳ 96 37 — 32 80 77
9667
MadeByNando
Enables AI models to interact with Linear for issue tracking and project manage…
C 67 5⁄5 ◉ ⏳ 66 66 — 22 81 89
9668
henrysouchien
Provides tools for interacting with Interactive Brokers Gateway to access marke…
C 67 5⁄4 ◉ ⏳ 76 36 N/A 33 92 92
9669
rpavez
MCP Remote Server ⚡ Claim
Enables execution of SSH commands on remote servers and management of Google Cl…
C 67 5⁄4 ◉ ⏳ 78 42 N/A 24 90 93
9670
lyw405
Enables AI-driven frontend component design and code generation from natural la…
C 67 5⁄4 ◉ ⏳ 90 26 N/A 25 95 87
9671
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 5⁄4 ◉ ⏳ 72 27 N/A 46 95 94
9672
Pantainos-Toolkit
Integrates with Perplexity's API to provide web search and AI-powered answers w…
C 67 5⁄5 ◉ ⏳ 60 68 — 30 80 89
9673
alex-gon
The Game Crafter ⚡ Claim 1
Design, manage, and price tabletop games on The Game Crafter via MCP.
C 67 5⁄4 ◉ ⏳ 88 0 N/A 80 77 99
9674
YakupAtahanov
SuperMCP Server ⚡ Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 5⁄5 ◉ ⏳ 72 33 — 48 81 98
9675
laibniz
ScholarFetch Claim
Multi-engine scholarly research server for search, traversal, full text, and re…
C 67 6⁄6 ◉ ⏳ 84 0 82 64 81 92
9676
jghidalgo
Enables comprehensive analysis of AWS Lambda performance including cold start t…
C 67 5⁄5 ◉ ⏳ 78 55 — 19 81 91
9677
mektigboy
An MCP server implementation that integrates with Hyperliquid exchange, providi…
C 67 5⁄5 ◉ ⏳ 75 82 — 38 81 47
9678
hypermodel-labs
A starter template for building Model Context Protocol servers that can be inte…
C 67 5⁄4 ◉ ⏳ 66 52 N/A 26 95 85
9679
NehoraiHadad
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
C 67 5⁄5 ◉ ⏳ 76 32 — 53 82 90
9680
Danjraizen
Moviesda MCP Server ⚡ Claim 1
An MCP server for searching and managing Tamil movies from moviesda16.com using…
C 67 5⁄4 ◉ ⏳ 63 52 N/A 25 90 100
9681
mcp-tg
Enables AI assistants to perform comprehensive Snowflake database operations in…
C 67 5⁄5 ◉ ⏳ 84 82 — 39 81 35
9682
Wil-Collier
Enables AI assistants to manage Snipe-IT inventory systems through comprehensiv…
C 67 5⁄5 ◉ ⏳ 60 66 — 31 81 88
9683
veonua
smartthings-mcp ⚡ Claim
A lightweight server for Samsung SmartThings, offering tools to manage devices …
C 67 5⁄5 ◉ ⏳ 50 66 — 42 81 93
9684
relaxcloud-cn
MCP Port Scanner ⚡ Claim
An intelligent layered port scanning service based on MCP protocol, designed fo…
C 67 5⁄5 ◉ ⏳ 80 28 — 53 81 90
9685
carlosduplar
Delegation MCP ⚡ Claim
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
C 67 5⁄5 ◉ ⏳ 60 91 N/A 46 95 35
9686
djm81
Log Analyzer MCP ⚡ Claim
A Python-based MCP server that enables AI-assisted log file analysis with featu…
C 67 5⁄5 ◉ ⏳ 82 30 — 38 81 100
9687
wsargent
icalPal MCP Server ⚡ Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 4⁄4 ◉ ⏳ 54 N/A N/A 21 95 88
9688
smith-nathanh
yt-fetch ⚡ Claim 1
An MCP server that enables interaction with the YouTube Data API, allowing user…
C 67 5⁄5 ◉ ⏳ 71 56 — 21 81 94
9689
kamath
Enables creating temporary email inboxes and sending emails through the AgentMa…
C 67 5⁄5 ◉ ⏳ 54 68 — 26 82 100
9690
saxyguy81
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for per…
C 67 5⁄5 ◉ ⏳ 84 43 — 23 81 90
9691
phuihock
TA-Lib MCP Server ⚡ Claim
Provides technical analysis indicators like SMA, EMA, RSI, MACD, Bollinger Band…
C 67 5⁄5 ◉ ⏳ 90 74 — 30 81 42
9692
saiprasadthalluri
Enables LLMs to search for food products and retrieve detailed nutritional info…
C 67 5⁄4 ◉ ⏳ 60 56 N/A 19 95 98
9693
markheramis
GIT MCP Server ⚡ Claim
Node.js server implementing Model Context Protocol for git operations, enabling…
C 67 5⁄5 ◉ ⏳ 78 82 N/A 27 95 33
9694
SecretiveShell
MCP Windows ⚡ Claim
Windows integration MCP server that enables Claude to interact with Windows sys…
C 67 5⁄4 ◉ ⏳ 68 30 N/A 44 95 96
9695
esneyder
ApiColombiaMCP Claim 1
Provides comprehensive information about Colombia including departments, region…
C 67 5⁄5 ◉ ⏳ 72 87 — 26 81 55
9696
zidong0822
Swagger MCP Server ⚡ Claim
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
C 67 5⁄5 ◉ ⏳ 78 100 — 43 81 17
9697
Samarth2001
Provides real-time and historical financial market data from Yahoo Finance, inc…
C 67 5⁄5 ◉ ⏳ 76 38 — 34 82 98
9698
The400MillionDollarCorporation
Concordia MCP ⚡ Claim
Provides comprehensive analytics for Solana wallets, enabling real-time portfol…
C 67 5⁄5 ◉ ⏳ 66 60 — 28 82 91
9699
tesfandiari1
Enables users to query a comprehensive knowledge graph of personality psycholog…
C 67 5⁄5 ◉ ⏳ 60 60 — 34 82 93
9700
meinzeug
MCP AI Bug Helper ⚡ Claim
Provides emergency coding assistance by querying three AI coding models simulta…
C 67 5⁄5 ◉ ⏳ 60 71 — 31 81 82
Showing 9651–9700 of 69070 servers
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