MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8101
grovesjosephn
Pokemon MCP Server Claim 1
An MCP server that provides standardized access to Pokemon data, allowing users…
C 69 55 75 58 23 81 96
8102
saksham0712
Provides a complete end-to-end MCP server implementation with file system tools…
C 69 55 72 56 31 81 98
8103
TStoneLee
mcp-yapi-server Claim
Enables direct integration with YApi API documentation platform in MCP-compatib…
C 69 55 66 100 50 81 35
8104
wowuz
PDF MCP Server Claim 1
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
C 69 54 66 61 N/A 27 90 91
8105
mclamee
A secure MCP server for local API credential management using JSON storage and …
C 69 54 42 60 N/A 60 92 98
8106
timothywangdev
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
C 69 55 78 56 28 80 95
8107
xyzbuilds
Enables AI assistants to interact with VMware Workspace ONE UEM environments fo…
C 69 55 68 60 39 81 90
8108
devlimelabs
Provides integration with Lulu Print API for print-on-demand services through C…
C 69 55 72 100 40 81 37
8109
in2out
Mattermost S MCP Claim
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
C 69 55 80 100 N/A 30 95 19
8110
thaihoangminh
Enables AI assistants to interact with GitLab merge requests, review code chang…
C 69 55 72 68 28 74 92
8111
HarjjotSinghh
A Model Context Protocol server that provides read-only access to PostgreSQL da…
C 69 55 79 52 37 74 95
8112
shadowrootdev
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
C 69 64 96 58 0 79 92 97
8113
clpublic
mcp-server-cloudbrowser
C 69 55 72 67 15 81 99
8114
progress-all
ACOMO MCP Server Claim 1
Enables interaction with ACOMO API through MCP tools and resources. Provides co…
C 69 55 72 82 51 80 49
8115
Meerkats-Ai
Hatch MCP Server Claim 1
A Model Context Protocol server for Hatch API integration that provides tools f…
C 69 55 69 68 20 81 98
8116
T1nker-1220
An MCP server allowing AI assistants like Claude to execute read-only SQL queri…
C 69 55 63 71 26 78 99
8117
90barricade93
A modern MCP server that provides fast, structured access to Microsoft Flight S…
C 69 55 72 66 26 81 92
8118
Sanchello69
CoinCap MCP Server Claim
Provides access to cryptocurrency market data through the CoinCap API v3, enabl…
C 69 55 84 66 24 81 76
8119
Vaishnavi-Raykar
Provides file search functionality with tools for both partial keyword matching…
C 69 55 78 83 N/A 26 95 43
8120
t-shiratori
Time Tools MCP Server Claim 1
A Model Context Protocol server for time manipulation tasks, enabling AI models…
C 69 54 51 55 N/A 48 94 99
8121
deepsuthar496
An MCP server that provides real-time financial data integration with Alpha Van…
C 69 55 79 52 20 81 100
8122
lordbasilaiassistant-sudo
MCP server for Base wallet interactions: balances, gas, tokens, allowances, ENS.
C 69 54 51 62 N/A 33 95 100
8123
ai-tools-all
Enables powerful code search across millions of public GitHub repositories usin…
C 69 55 72 62 24 82 92
8124
nkapila6
mcp-local-rag Claim
"primitive" RAG-like web search model context protocol (MCP) server that runs l…
C 69 54 64 31 N/A 77 91 88
8125
robertheadley
An MCP server to allow you to debug webpages using LLMs
C 69 54 75 46 N/A 31 95 92
8126
coleam00
Web crawling and RAG implementation that enables AI agents to scrape websites a…
C 69 55 84 31 50 81 98
8127
infinitepi-io
Bookmark Manager MCP Claim 1
A Model Context Protocol server that provides persistent storage, categorizatio…
C 69 55 61 100 57 81 39
8128
boostspace
Integrator MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to invoke and interac…
C 69 55 71 65 62 80 66
8129
butterlatte-zhang
Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero …
C 69 54 96 31 N/A 70 90 56
8130
imiborbas
A Model Context Protocol server that enables Claude AI to interact with PocketB…
C 69 54 71 55 N/A 19 90 100
8131
andredezzy
Deep directory tree visualization tool enabling efficient visualization of comp…
C 69 55 66 100 N/A 45 87 35
8132
aliyun
ESA MCP Server Claim 1
An implementation of the Model Context Protocol server that enables AI models t…
C 69 55 84 78 54 80 40
8133
gangularamya
A secure Model Context Protocol backend service built on Azure Functions that p…
C 69 55 84 43 25 82 100
8134
pragmar
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
C 69 54 94 20 N/A 48 90 88
8135
aeon-seraph
A server that enables language models to perform web searches through SearXNG u…
C 69 55 72 100 38 81 38
8136
harshfolio
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
C 69 54 88 43 N/A 19 92 89
8137
ebowman
mcp-server-things Claim
A rich MCP server for Things
C 69 55 62 74 N/A 64 95 49
8138
eunomia-bpf
MCPtrace Claim
MCP server: using eBPF to tracing your kernel
C 69 54 68 37 N/A 56 95 89
8139
pashaydev
Allows AI assistants to seamlessly interact with Terminal.shop to browse produc…
C 69 55 60 68 41 81 90
8140
Tom-Semple
MCP Apple Notes Claim 2
A Model Context Protocol server that enables semantic search and RAG over your …
C 69 54 63 58 N/A 21 95 98
8141
sbarbett
Pi-hole MCP Server Claim
A server that exposes Pi-hole functionality as tools for AI assistants, allowin…
C 69 55 74 43 64 81 86
8142
robcerda
monarch-mcp-server Claim 1
MCP Server for use with Monarch Money
C 69 55 47 82 N/A 49 81 85
8143
vicgarcia
Enables users to access and manage their Pinboard bookmarks directly through Cl…
C 69 55 80 51 30 81 95
8144
spryker-community
Provides natural language search capabilities for Spryker GitHub repositories, …
C 69 55 54 100 52 80 53
8145
Maverick-LjXuan
MCP Router Claim
A service discovery and proxy for MCP servers that enables registration, discov…
C 69 55 60 82 23 81 90
8146
Jimmy974
Create and manage n8n workflows programmatically.
C 69 55 96 70 N/A 40 89 33
8147
Valiant-Cat
Enables interaction with ZenTao project management system through RESTful API v…
C 69 55 72 66 26 76 93
8148
Zenobia000
VibeCoding System Claim
An AI-guided conversation-driven development framework that helps build MVPs an…
C 69 55 72 62 44 81 81
8149
Jiansen
MCP Doctor Claim
Check and improve the contract quality of any MCP server — for humans, agents, …
C 69 54 78 27 N/A 50 95 95
8150
JoeanAmier
XHS-Downloader Claim
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息…
C 69 54 62 37 N/A 73 87 92
Showing 8101–8150 of 47628 servers
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