MCP Server Quality Scores

Independent quality analysis of 47066 public MCP servers

47066
Discovered
29577
Scored
2112
Verified
16952
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7151
CalamityAdam
MCP Todo Claim
Enables users to manage a persistent todo list through natural language, suppor…
B 71 55 74 68 28 81 95
7152
JoeyRubas
Celery MCP Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
B 71 55 54 82 42 81 92
7153
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7154
kentaroajisaka
labor-law-mcp Claim
Provides access to Japanese labor and social insurance laws and administrative …
B 71 54 60 65 55 94 77
7155
noah-vh
ClickUp Operator Claim 1
A Claude-compatible MCP server that enables storing and summarizing notes throu…
B 71 55 90 82 N/A 17 95 47
7156
Oungseik
Enables AI models to load and inspect OpenAPI specifications, generate Hurl tes…
B 71 55 78 60 24 81 99
7157
azumausu
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
B 71 54 66 63 N/A 43 95 83
7158
jamesbrink
MCP Server for Coroot Claim 1
A Model Context Protocol server that provides seamless integration with Coroot …
B 71 55 73 45 61 80 99
7159
t3rm1nu55
A visual UI builder that enables Claude to create and update web interfaces in …
B 71 54 90 38 N/A 28 95 92
7160
pylonapi
pylon-mcp Claim 1
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
B 71 55 66 72 31 80 100
7161
narumiruna
Provides comprehensive access to Taiwan's Legislative Yuan data including bills…
B 71 55 66 58 57 84 89
7162
aahl
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
B 71 55 51 100 N/A 74 95 33
7163
TimeCyber
MCP-X Claim
这是一个MCP客户端,让你轻松配置各个大模型,对接各种MCP Server而开发。This is an MCP client that allows you …
B 71 54 84 38 N/A 78 95 62
7164
bastienchabal
Gmail MCP Server Claim
Enables intelligent integration with Gmail and Google Calendar for context-awar…
B 71 55 72 66 27 80 98
7165
tpavelek
MCP-Hub-MCP Server Claim
A hub server that connects to and manages other MCP servers, allowing users to …
B 71 55 66 100 49 81 47
7166
nam090320251
Enables LLMs to automatically generate Excel files with custom structures, adva…
B 71 55 80 71 27 81 83
7167
wise-vision
ros2_mcp Claim
Advanced MCP Server ROS 2 bridging AI agents straight into robotics
B 71 55 90 25 N/A 69 80 90
7168
bee4come
Plan-MCP Claim 1
An MCP server that uses Google Gemini AI to analyze requirements, create projec…
B 71 54 63 60 N/A 45 95 91
7169
masx200
GitLab MCP Server Claim
Enables AI assistants to interact with GitLab by wrapping the REST API v4 into …
B 71 55 78 100 46 81 37
7170
anarsyakir
Enables interaction with Postman workspaces, collections, requests, responses, …
B 71 55 78 57 42 81 92
7171
CoderDayton
MCP server for structured reasoning with cognitive trap detection, verification…
B 71 54 69 21 N/A 84 94 99
7172
forgequant
Provides AI agents access to cryptocurrency derivatives analytics through 22 un…
B 71 55 72 72 24 83 92
7173
tomek7667
mcp-ctftime Claim
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
B 71 55 60 61 58 81 96
7174
varunkumar
Atlassian MCP Server Claim 1
A read-only MCP server that enables querying and searching Atlassian Confluence…
B 71 55 78 63 18 82 100
7175
ryan-shaw
Enables interaction with POEditor's translation management API to create terms,…
B 71 55 66 68 46 81 90
7176
halans
A local MCP server that allows AI systems to search and retrieve information fr…
B 71 55 54 100 N/A 29 95 64
7177
adhikasp
mcp-youtube Claim
Model Context Protocol to fetch youtube transcript
B 71 54 62 55 N/A 48 95 92
7178
Raroford32
debank-mcp-server Claim
B 71 54 78 48 N/A 43 90 91
7179
just-every
MCP Deep Search Claim
Enables deep web search across multiple providers including Google, Bing, Brave…
B 71 55 70 100 49 81 44
7180
Euda1mon1a
koa-fhe Claim
Confidential coprocessor — compute on encrypted data via FHE. Server never sees…
B 71 54 72 40 N/A 51 95 93
7181
jiechau
Enables users to ask questions to a persona named Vincent and get yes/no answer…
B 71 55 78 100 N/A 23 95 37
7182
uright
A Model Context Protocol server that enables AI agents to interact with Azure D…
B 71 55 63 100 N/A 43 95 40
7183
vectara
vectara-mcp Claim 1
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
B 71 55 65 46 68 82 97
7184
enriquedlh97
Playwright MCP Claim 1
Enables browser automation and web page interaction through Playwright's access…
B 71 55 62 100 54 81 48
7185
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
7186
Augmented-Nature
A comprehensive Model Context Protocol (MCP) server for accessing Human Protein…
B 71 55 78 60 31 83 91
7187
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
7188
nicholaswilde
Enables access to agent instruction files and prompts for AI development workfl…
B 71 55 66 51 68 81 93
7189
5ajaki
Safe MCP Server Claim 2
An MCP server that enables interaction with Safe (formerly Gnosis Safe) smart c…
B 71 55 81 58 39 82 89
7190
hyperspell
hyperspell-mcp Claim
Hyperspell lets you connect AI powered apps to any data — it's Plaid for unstru…
B 71 54 62 66 N/A 23 96 99
7191
gokmengokhan
endnote-mcp Claim
Search, cite, and read PDFs from your EndNote library in Claude Desktop
B 71 54 76 32 N/A 68 94 90
7192
M-Gonzalo
Provides curated documentation access via the Gemini API, enabling users to que…
B 71 55 90 60 23 80 87
7193
adeze
raindrop-mcp Claim 1
Raindrop MCP Server
B 71 55 69 43 N/A 75 81 92
7194
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
7195
olgasafonova
Access the Global Legal Entity Identifier (LEI) database for company verificati…
B 71 64 100 62 0 78 95 94
7196
ognis1205
A Model Context Protocol server that provides access to Unity Catalog Functions…
B 71 55 71 66 46 76 90
7197
twodoorsdev
An MCP server that connects to your React Native application debugger
B 71 54 63 60 N/A 52 90 90
7198
lucas-deangelis
An implementation of the Model Context Protocol that enables interaction with A…
B 71 55 66 66 41 81 99
7199
amotivv
Save, search, and format memories with semantic understanding. Enhance your mem…
B 71 64 100 73 0 70 95 88
7200
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
Showing 7151–7200 of 47066 servers
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