MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29595
Scored
2112
Verified
16952
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24751
igorzheludkov
Metro Logs MCP Claim
Captures and provides access to React Native console logs from Metro bundler, e…
D 47 43 48 0 N/A 61 82
24752
paulabaal12
Kitchen MCP Server Claim
Enables querying food nutritional information, discovering recipes by ingredien…
D 47 43 48 12 N/A 27 95
24753
siarhei-fedziukovich
Enables molecular visualization and analysis from SMILES strings using multiple…
D 47 44 48 33 25 76
24754
tsiongk
Sponge MCP Server Claim
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
D 47 44 48 25 27 81
24755
csc-0812
MCP Server Demo Claim
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
D 47 43 42 22 N/A 24 95
24756
couchrishi
kjlahsdjkashd
D 47 44 50 33 16 81
24757
ajay800800
An intelligent hospital appointment management system that allows users to add …
D 47 44 38 41 24 81
24758
hirebalzac
Balzac MCP Server Claim
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI pl…
D 47 44 66 0 35 81
24759
kaman05010
A production-ready server that provides Wikipedia search and content retrieval …
D 47 44 50 25 25 82
24760
24mlight
A-Share MCP Server Claim 1
A Model Context Protocol server focused on China's A-share stock market that pr…
D 47 44 27 33 55 81
24761
AlandeXiong
Enables AI-powered insurance marketing campaign management with audience target…
D 47 44 48 31 21 81
24762
akilat-spec
Track and manage employee leave with instant access to balances and history. Re…
D 47 43 40 25 N/A 24 94
24763
Priya-1514
Provides real-time and historical cryptocurrency market data from major exchang…
D 47 44 50 28 21 81
24764
mokemoke0821
MCP Server Claim
A cross-platform shell command execution server that supports Windows, macOS, a…
D 47 43 38 33 N/A 24 88
24765
MaxisTechnology-Dev
Maximo Enterprise MCP Claim 3
MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory…
D 47 33 33 N/A N/A 45 67
24766
IsaiahDupree
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
D 47 44 48 38 18 76
24767
PulkitXChadha
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 47 44 48 17 38 81
24768
Bigbagofchips
docsite Claim
D 47 43 38 22 N/A 35 92
24769 D 47 33 30 N/A N/A 13 95
24770
aryankeluskar
mcp-worker Claim
A lightweight template for deploying stateless Model Context Protocol (MCP) ser…
D 47 44 68 0 27 84
24771 D 47 33 18 N/A N/A 33 95
24772
AllTerrainDeveloper
professionals Claim 1
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
D 47 33 24 N/A N/A 23 95
24773
Mokksh-bhatt
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
D 47 44 42 27 39 81
24774
ajkeast
A personal AI coding assistant that connects to various development environment…
D 47 43 48 22 N/A 16 95
24775
georgi-terziyski
A Model Context Protocol server that provides tools for connecting to and inter…
D 47 44 33 56 16 78
24776 D 46 33 26 N/A N/A 13 95
24777
Diary-kim
mesproject Claim 1
D 46 33 18 N/A N/A 27 95
24778
eddykuhan
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
D 46 44 48 28 22 81
24779
tyron-pretorius
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
D 46 44 45 33 25 76
24780
Jeff-Bouchard
Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with inte…
D 46 44 48 12 41 81
24781 D 46 33 24 N/A N/A 16 95
24782
Tsuchijo
Sandbox MCP Server Claim 1
Provides isolated Docker environments for code execution, enabling users to cre…
D 46 44 48 26 21 81
24783
ag2-mcp-servers
Biolink MCP Server Claim 1
An MCP server that provides access to Monarch Initiative's biomedical data thro…
D 46 44 45 30 21 81
24784
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
24785
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 44 33 50 16 81
24786
dazanza
mailchimp-mcp Claim 1
An MCP server that interfaces with the Mailchimp Marketing API to manage audien…
D 46 44 61 0 35 81
24787
xiaobenyang-com
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
D 46 33 24 N/A N/A 18 95
24788
QuantGeekDev
Calculator MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to c…
D 46 43 45 17 N/A 19 95
24789
xiaobenyang-com
calculator Claim
完成从基础四则运算到高等数学、统计、矩阵与数论的各类计算。处理几何求解、金融测算与单位换算等常见需求。加速公式验证、数据分析与工程建模的工作流程。
D 46 33 24 N/A N/A 18 95
24790
lilylilysunshine
A minimal MCP server framework that enables zero-config tool discovery and stre…
D 46 44 48 22 29 82
24791
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
24792
lhemerly
Foundry MCP Project Claim 1
A Model Context Protocol server that enables interaction with Foundry tools thr…
D 46 43 45 15 N/A 38 84
24793
ryudg
MCP SQL Server Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
D 46 44 27 31 49 81
24794
thpeng
timetable for llms
D 46 43 38 15 N/A 39 92
24795
Jess321995
A Kubernetes command processing service that converts natural language requests…
D 46 44 56 11 23 84
24796
amplifyco
Bot Browser Claim
Token-efficient web browser for LLM agents
D 46 55 56 37 0 57 82
24797
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
24798
asklokesh
Quickbooks Claim 1
MCP server for QuickBooks API integration
D 46 43 49 10 N/A 32 87
24799
RobertoRuben
A Model Context Protocol (MCP) server that enables Large Language Models to int…
D 46 44 60 15 16 81
24800
xiaobenyang-com
chess Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
D 46 33 24 N/A N/A 18 95
Showing 24751–24800 of 47403 servers
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