MCP Server Quality Scores

Independent quality analysis of 58295 public MCP servers

58295
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7651
nabid-pf
Enables AI assistants to analyze and summarize YouTube videos by extracting cap…
B 70 55 60 58 52 81 100
7652
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
7653
florinel-chis
Enables AI assistants to search and query documentation from multiple sources i…
B 70 54 76 40 N/A 42 95 90
7654
nanameru
The URL-Context-MCP MCP Server provides a tool to analyze and summarize the con…
B 70 55 78 82 24 81 67
7655
alexcandrabersiva
binance-futures-mcp Claim 2
Comprehensive Binance Futures trading MCP server with 41 professional trading t…
B 70 55 72 91 60 80 39
7656
apexneural-hansika
Graphiti MCP Claim
Provides persistent memory and context continuity for AI agents using Zep's Gra…
B 70 55 84 56 24 81 93
7657
odgrim
MCP DateTime Claim 1
A TypeScript server implementing the Model Context Protocol (MCP) that provides…
B 70 55 60 61 42 83 100
7658
nckhemanth0
MCP server for intelligent subscription management with Gmail + MySQL integrati…
B 70 55 63 53 56 81 98
7659
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7660
Sathiya-Moorthi
Calculator MCP Server Claim 1
A Python-based MCP server that provides a suite of basic arithmetic tools, incl…
B 70 55 66 65 27 84 100
7661
dimascior
Adds automation capabilities to Claude Desktop through MCP and enables Claude D…
B 70 54 96 38 N/A 27 83 91
7662
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 55 69 71 24 81 94
7663
druce
A Python-based FastMCP server that provides financial tools for securities anal…
B 70 55 86 48 25 81 100
7664
timoconnellaus
Automates git worktree management with iTerm2 integration for Claude Code, allo…
B 70 54 78 51 N/A 19 95 94
7665
Senpai-Sama7
Turns any LLM into a coding co-pilot with production-ready MCP server providing…
B 70 55 72 62 50 81 82
7666
roboulos
Automates FreshBooks invoicing and time tracking through Claude, allowing users…
B 70 55 78 71 24 81 80
7667
pepperfm
A generic MCP server that exposes local repository checkouts, allowing users to…
B 70 54 66 61 N/A 32 90 92
7668
Berman510
EVE ESI Tool Claim 2
An MCP server that integrates EVE Online's ESI API with AI assistants to enable…
B 70 44 45 N/A N/A 45 95 93
7669
databridge-int
Internal data access API. Tools: get_users (user list with API keys), read_conf…
B 70 66 64 66 84 22 81 93
7670
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7671
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7672
morphik-org
Morphik MCP Claim
Enables interaction with the Morphik multi-modal database system for document i…
B 70 55 60 72 33 81 98
7673
vurtnec
Jira Claim 2
MCP to Connect JIRA by NodeJs
B 70 55 72 72 17 80 95
7674
yusufsenyer
Provides weather data using Open-Meteo API with support for current weather, 24…
B 70 55 78 100 21 81 50
7675
tinytelly
Time MCP Server Claim
Provides current time and date information with timezone support and multiple f…
B 70 55 72 100 26 81 53
7676
leehanchung
bing-search-mcp Claim
Web search capabilities using Microsoft Bing Search API
B 70 55 72 46 46 82 100
7677
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7678
vbrail
Provides secure access to Figma designs through Cursor IDE using a personal acc…
B 70 55 78 56 30 83 94
7679
justanotherspy
MCP Agent Memory Claim 1
A production-ready MCP server that enables multiple AI agents to collaborate th…
B 70 54 60 67 N/A 23 90 100
7680
wopal-cn
A Model Context Protocol server that provides real-time hot trending topics fro…
B 70 55 75 87 43 82 51
7681
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7682
MIt9
ComfyUI Builder Claim
ComfyUI MCP server: knowledge base, workflow builder, real-time execution, mode…
B 70 54 78 25 N/A 71 95 86
7683
bfrs
Enables interaction with Shiprocket shipping services to check courier rates an…
B 70 54 54 67 N/A 29 95 97
7684
databutton
Databutton Claim 2
Build and deploy beautiful business apps effortlessly with our AI agent. Genera…
B 70 54 59 55 N/A 46 96 91
7685
hannesj
mcp-graphql-schema Claim 1
A MCP server that exposes GraphQL schema information to LLMs like Claude. This …
B 70 54 53 58 N/A 50 92 100
7686
NightTrek
Facilitates interactive software development planning by managing tasks, tracki…
B 70 55 86 83 47 81 41
7687
thirdstrandstudio
An MCP (Model Context Protocol) server that chains calls to other MCP tools, re…
B 70 55 78 57 47 74 87
7688
bakhtiyork
Digest MCP Server Claim
Enables extraction of fully rendered web content from dynamic pages, SPAs, and …
B 70 55 72 73 22 81 91
7689
aleck31
mcp-chrono Claim
A comprehensive time and calendar utility server that provides timezone convers…
B 70 55 60 65 50 82 93
7690
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7691
coinselor
MCP Server Starter Claim 1
A production-ready template for building Model Context Protocol servers in Type…
B 70 54 72 62 N/A 38 95 74
7692
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7693
mimsut
MCP Kkebi Claim 1
A framework for building interactive UI applications and React-based widgets fo…
B 70 55 72 55 54 78 88
7694
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 55 84 51 33 81 89
7695
huangjien
Writer MCP Claim 1
A Model Context Protocol server that manages character knowledge and relationsh…
B 70 55 71 60 36 81 95
7696
ryanjoachim
mcp-batchit Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
B 70 54 72 67 N/A 24 90 86
7697
harshkedia177
Axon Claim 1
A graph-powered code intelligence engine that indexes codebases into a structur…
B 70 54 60 41 N/A 63 94 96
7698
jbergant
Enables optimization, conversion to WebP, and uploading of images to Vercel Blo…
B 70 55 86 56 22 81 92
7699
fjing1
Enables AI-powered natural language stock market queries with real-time data fr…
B 70 55 86 51 19 81 99
7700
zellerhaus
A Model Context Protocol server that provides access to property data, address …
B 70 55 57 66 43 81 99
Showing 7651–7700 of 58295 servers
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