MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13201
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 55 44 45 27 81 99
13202
jnicolasgomez
Provides access to the Bandmate REST API for managing songs with chord notation…
C 59 66 74 62 0 38 80 96
13203
fengin
A MCP server that integrates with Cursor IDE to generate images based on text d…
C 59 54 65 32 N/A 43 95 53
13204
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 55 63 28 21 81 98
13205
FinamWeb
Finam MCP Server Claim
Enables trading operations on the Finam platform via natural language, allowing…
C 59 55 42 67 48 81 58
13206
SmartManoj
Demonstrate how to quickly implement an MCP server with minimal setup. Enable s…
C 59 54 48 32 N/A 22 95 97
13207
bitscorp-mcp
Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…
C 59 55 60 42 N/A 23 81 80
13208
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 55 54 57 24 78 75
13209
vinitv
Enables web search capabilities through the Tavily API. Allows users to search …
C 59 55 54 37 25 81 92
13210
JonaFly
RednoteMCP Claim
Enables automated interaction with Xiaohongshu (Little Red Book) to search for …
C 59 54 56 36 N/A 27 87 87
13211
shreyansh-ghl
MySQL MCP Server Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 59 55 57 51 20 71 91
13212
duriantaco
skylos Claim
Dead code detection, security scanning, and code quality analysis for Python, T…
C 59 64 84 26 0 84 83 89
13213
meltingpixelsai
zero-core-verify Claim
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
C 59 54 48 43 40 78 89
13214
kcbabo
my-mcp Claim 1
An MCP server framework featuring dynamic tool loading and a modular one-tool-p…
C 59 55 53 33 32 80 94
13215
0lovesakura0
Enables Claude Desktop to search private documents using Azure AI Search and pe…
C 59 55 60 32 22 81 93
13216
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 55 72 36 16 81 81
13217
davidvc
Provides a project memory bank and RAG context provider for enhanced code under…
C 59 54 60 25 N/A 26 90 89
13218
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13219
wfyi-joy
Enables reading and extracting text content from PDF files, supporting both loc…
C 59 55 54 31 24 81 100
13220
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13221
xiaobenyang-com
A demonstration project of an MCP server for injecting advertisements into LLM …
C 59 66 72 66 0 45 81 92
13222
chintan-diwakar
A Model Context Protocol server providing comprehensive access to Yahoo Finance…
C 59 55 61 25 34 81 94
13223
pratham-svg
A Model Context Protocol server that requires user authentication via Auth0 bef…
C 58 55 33 68 18 81 88
13224
ericlistin
Provides audio feedback by playing sound effects when Cursor AI completes code …
C 58 54 54 25 N/A 22 95 88
13225
arunlakshmikabilan1982
Shopify MCP Server Claim
Enables management of Shopify orders through the Admin REST API, allowing users…
C 58 66 72 68 0 25 81 94
13226
mohsenil85
restic-mcp Claim 1
An MCP server that enables AI assistants to manage restic backups, including li…
C 58 54 45 30 N/A 30 90 94
13227
AgileLuminary
A Model Context Protocol server that connects AI clients to the Agile Luminary …
C 58 66 67 66 0 42 81 90
13228
SMYB5431
Enables interaction with Bilibili (哔哩哔哩) through its API, supporting video sear…
C 58 55 62 32 21 82 86
13229
koido
gnomAD MCP Server Claim
Provides a programmatic interface to the Genome Aggregation Database (gnomAD) A…
C 58 55 48 27 43 82 91
13230
mongodb-developer
MongoDB MCP Server Claim
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
C 58 66 84 61 0 22 81 89
13231
aizukanne
ihyee-mcp Claim 2
An MCP server that provides AI assistants with web search and intelligence capa…
C 58 55 75 0 45 81 92
13232
sajal2692
Enables seamless integration with Weaviate vector databases, providing tools fo…
C 58 66 72 43 0 60 81 96
13233
suraj2906
An MCP server that provides real-time weather alerts, forecasts, stock market d…
C 58 55 57 25 21 81 100
13234
liangjunyu2010
A server that provides access to Baidu Cloud's content moderation capabilities …
C 58 55 56 35 39 81 76
13235
ShaojieJiang
Dangerous MCP Claim
A demonstration server that reveals security risks by accessing sensitive envir…
C 58 54 42 12 N/A 57 90 100
13236
hirofumitorato
Discover anime and manga titles through keyword searches to find your next favo…
C 58 66 90 74 0 30 81 60
13237
ruslankf777
MongoDB MCP Server Claim
Provides a standardized interface for AI assistants to interact with MongoDB da…
C 58 55 60 31 18 81 96
13238
Dali1789
BMAD MCP Server Claim 1
Provides intelligent agent routing with 5 specialized AI agents (analyst, archi…
C 58 55 60 35 66 71 64
13239
a-ddollar-cs
An educational example demonstrating how to build MCP servers in Python using F…
C 58 54 48 22 N/A 29 95 98
13240
2re1million
Enables interaction with Planslurpen, a Norwegian service that uses AI to inter…
C 58 66 72 75 0 19 82 90
13241
linpeibiao
MongoDB MCP Server Claim
Enables interaction with MongoDB databases through complete CRUD operations inc…
C 58 55 48 60 18 76 82
13242
nguyenlegravityglobal
A tool that integrates Figma with Cursor through the Model Context Protocol, al…
C 58 55 60 36 19 81 88
13243
mayur11235
A testing environment for MCP server setup and client-server interactions, allo…
C 58 54 50 20 N/A 22 95 99
13244
SpaceStation09
Provide a data feed of Blockbeats RSS to large language models, enabling them t…
C 58 54 52 27 N/A 13 95 95
13245
TanukiMCP
Provides AI agents with simplified task management through a 4-step workflow (c…
C 58 55 66 25 25 81 85
13246
laptou
An MCP server that provides AI tools with access to Rust documentation from doc…
C 58 55 39 60 23 80 83
13247
yuv24793
weather Claim 1
An MCP server that provides weather information.
C 58 54 41 36 N/A 22 95 93
13248
NguyenHuynhPhuVinh
GachaMCP Claim
A Python MCP server that helps AI interact with Gacha games through screenshot …
C 58 54 54 28 N/A 18 95 89
13249
kvas-it
This server provides an interface for performing basic file system operations s…
C 58 54 56 30 N/A 21 82 98
13250
ryft-io
IcebergMCP Claim 1
An MCP server that enables natural language interaction with Apache Iceberg dat…
C 58 54 45 22 N/A 46 90 91
Showing 13201–13250 of 56925 servers
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