MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8901
giovannicocco
An MCP server that generates AI agent tools from Postman collections and reques…
C 68 55 69 57 40 81 86
8902
behavioral-ds
MCP 101 Example Claim
A foundational implementation of a Model Context Protocol (MCP) server designed…
C 68 44 42 N/A N/A 34 95 98
8903
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8904
thirdstrandstudio
XPath Server Claim 1
Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…
C 68 55 71 50 N/A 44 81 92
8905
burgessadrien
Memory MCP Claim 1
Provides persistent AI agent memory using a local vector database for long-term…
C 68 44 48 N/A N/A 27 95 99
8906
XGINKKK
Outlet das Cores CRM Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 55 72 60 32 74 94
8907
402-md
@402md/mcp Claim 1
An MCP server that transforms SKILL.md files into executable tools for AI agent…
C 68 55 63 61 35 82 93
8908
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
8909
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 55 80 53 26 78 91
8910
Yonsn76
Spotify MCP Server Claim 1
Enables AI assistants to control Spotify playback, search for music, manage pla…
C 68 55 48 100 N/A 29 89 65
8911
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
8912
tositon
OpenDeepSearch Claim
A research tool that performs comprehensive, in-depth research on complex topic…
C 68 55 84 46 38 81 84
8913
mickm3n
A Model Context Protocol server that enables Claude Desktop to read from and wr…
C 68 55 39 82 N/A 23 95 93
8914
HaroldLeo
Integrates Google Flights data into AI workflows for natural language flight se…
C 68 55 80 43 42 81 89
8915
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
8916
Shelpuk-AI-Technology-Consulting
Provides web search and content retrieval optimized for AI coding assistants, r…
C 68 54 58 42 54 95 91
8917
refined-element
lightning-enable-mcp Claim 1
Add Bitcoin Lightning payments to MCP-enabled AI agents. Pay invoices, create i…
C 68 55 90 43 49 58 94
8918
bughide010
Enables Claude to remember information about users across chats using a persist…
C 68 55 78 50 29 81 93
8919
mofumofu3n
Enables web search capabilities by integrating with the local gemini-cli tool. …
C 68 54 66 55 N/A 26 87 100
8920
ShivamPansuriya
Enables dynamic generation of tools based on user-specific permissions from an …
C 68 55 78 48 22 81 99
8921
matthewp
Lyceum Claim 1
An MCP server that enables querying and managing Calibre libraries via chat by …
C 68 55 51 66 48 81 97
8922
MammothGrowth
dbt CLI MCP Server Claim
A Model Context Protocol (MCP) server that wraps the dbt CLI tool, enabling AI …
C 68 55 72 56 42 77 88
8923
andr3medeiros
Enables comprehensive PDF operations including text/image manipulation, annotat…
C 68 55 66 82 N/A 47 95 38
8924
aaasoulmate
MCP-Weather Server Claim
An intermediate agent server that enhances LLMs with weather data capabilities …
C 68 55 84 42 22 81 100
8925
Nexgene-Research
nexonco-mcp Claim
An advanced MCP Server for accessing and analyzing clinical evidence data, with…
C 68 55 72 75 N/A 50 92 41
8926
nabid-pf
Enables Claude to interact with MongoDB databases through natural language, sup…
C 68 55 72 58 19 81 97
8927
DocHatty
Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, a…
C 68 55 72 48 42 81 91
8928
advitrocks9
Provides structured, SQL-style query access to Notion databases, allowing Claud…
C 68 55 60 71 30 81 92
8929
Cappahccino
Supabase MCP Server Claim 1
A Model Context Protocol server that enables Claude and other LLMs to perform d…
C 68 55 75 46 42 82 91
8930
RmMargt
A bridge between AI assistants and search services that implements A2A protocol…
C 68 55 90 46 37 81 74
8931
xucodeboy
Provides comprehensive MySQL database operations including CRUD, performance op…
C 68 55 78 45 45 81 84
8932
0xikarus
Enables management of Linear kanban boards, projects, and issues directly throu…
C 68 55 72 57 25 80 98
8933
algolia
Algolia Claim
Algolia
C 68 55 74 42 52 81 92
8934
chu2bard
termlink Claim 1
MCP server for shell and terminal operations
C 68 54 67 48 N/A 46 80 99
8935
109naoki
minimal-mcp-server Claim
A minimal MCP server implementation designed for learning how to integrate tool…
C 68 55 60 100 N/A 30 95 41
8936
Antonytm
mcp-all Claim 1
A Model Context Protocol server to run other MCP servers
C 68 54 39 67 N/A 45 95 94
8937
xhuaustc
Jenkins MCP Tool Claim
A multi-Jenkins server management and automation tool that enables intelligent …
C 68 55 88 43 18 80 98
8938
zengxiaolou
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
C 68 54 54 58 N/A 40 95 92
8939
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
8940
ringostat
Fider MCP Server Claim
Enables interaction with Fider customer feedback platforms, supporting post man…
C 68 55 78 42 36 82 98
8941
ALGeek01
Java Testing Agent Claim
Automates Java Maven testing workflows with decision table-based test generatio…
C 68 54 84 31 N/A 21 95 96
8942
saikodi
hive-mcp Claim
Transforms idle LAN machines into a unified compute cluster for AI agents to of…
C 68 54 66 38 N/A 49 90 97
8943
chihebnabil
Provides comprehensive design principles and best practices to help LLMs genera…
C 68 55 72 45 38 82 100
8944
AVIMBU
Allows AI models to query and retrieve analytics data from Plausible Analytics …
C 68 55 80 52 27 82 90
8945
tarnover
MCP SysOperator Claim 1
A Model Context Protocol server enabling AI assistants to directly interact wit…
C 68 55 79 82 57 81 31
8946
Arindam200
reddit-mcp Claim 1
Model Context Protocol server implementation for Reddit
C 68 55 57 51 N/A 54 81 98
8947
Scottcjn
iota-agent-mcp Claim 2
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
C 68 54 57 62 32 87 97
8948
quickchatai
Allows users to integrate their custom Quickchat AI Agents into various AI appl…
C 68 54 56 42 N/A 49 95 100
8949
Abeautifulsnow
A Model Context Protocol (MCP) server that provides read-only TDengine database…
C 68 55 68 36 62 81 97
8950
obrien-matthew
Tarkov MCP Server Claim
Provides comprehensive access to Escape from Tarkov game data, including item s…
C 68 55 84 27 42 83 97
Showing 8901–8950 of 66484 servers
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