MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8951
Ghostseller
CastPlan MCP Claim
Provides AI assistants with persistent memory of your project architecture, dev…
C 68 55 86 28 68 81 75
8952
valk-ryx
imap-mcp Claim
C 68 55 66 82 N/A 51 95 35
8953
plasmate-labs
plasmate Claim
The browser engine for agents. HTML in, Semantic Object Model out. 10x token co…
C 68 55 90 0 N/A 77 80 99 HT
8954
azionlearn-cloud
A Model Context Protocol server template deployed on Azion Edge Computing Netwo…
C 68 55 63 70 27 81 93
8955
IskanderAl
Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-a…
C 68 54 64 41 N/A 45 92 95
8956
bunasQ
Brainrot MCP Claim
Automatically plays Subway Surfers gameplay in the background during coding ses…
C 68 54 68 56 N/A 26 95 85
8957
catwhisperingninja
Uniswap Trader MCP Claim
Enables AI agents to automate token swaps on Uniswap DEX across multiple blockc…
C 68 55 60 58 47 81 94
8958
mgraczyk
JSON Query MCP Claim 1
A Model Context Protocol server for querying large JSON files using JSONPath ex…
C 68 55 55 100 N/A 28 95 46
8959
cr7258
MCP Server implementation that provides Elasticsearch interaction
C 68 54 61 35 N/A 81 75 99
8960
Aiven-Open
mcp-aiven Claim
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
C 68 54 62 32 N/A 51 95 100
8961
kgand
Document Parser MCP Claim 1
An MCP server that uses the Docling toolkit to convert various document formats…
C 68 55 75 33 60 81 94
8962
Zzero-net
Provides AI agents with access to Zero Network documentation, SDK integration g…
C 68 55 88 32 27 84 99
8963
paulbennet
AFK Mode Claim 1
An MCP server that bridges VS Code Copilot to your mobile device, allowing you …
C 68 54 45 70 N/A 32 95 96
8964
srewatkar
Weather MCP Claim
Provides current weather conditions, seven-day forecasts, and US weather alerts…
C 68 55 60 58 35 83 100
8965
yshumei2025
ID Factory MCP Server Claim 1
Provides unified ID handle resolution and querying functionality through the ID…
C 68 55 80 63 24 81 77
8966
robertsapunarich
A Cloudflare Workers-based deployment that implements the Model Context Protoco…
C 68 55 72 56 26 81 95
8967
ragingwind
A server that enables browser-based local LLM inference using Playwright to aut…
C 68 54 62 61 N/A 18 95 93
8968
FradSer
将各种格式的文件转换为Markdown描述,帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务,支持多种文件类型的转换,提升文档处理效率。
C 68 55 60 67 N/A 31 81 93
8969
safurrier
MCP Filesystem Server Claim 2
A Model Context Protocol server that provides secure and intelligent interactio…
C 68 54 73 36 N/A 52 89 88
8970
cbunting99
Kiro MCP Memory Claim
An enhanced MCP server that provides intelligent memory and task management for…
C 68 54 70 33 N/A 41 95 100
8971
ishuru
Open MCP Server Claim
A modular productivity automation server providing reusable prompt templates, c…
C 68 55 96 82 30 81 30
8972
kondisettyravi
Enables cryptocurrency trading on Bybit exchange through comprehensive market d…
C 68 55 78 83 23 81 60
8973
Sjotie
Notion MCP Server Claim 1
A Model Context Protocol server that connects Claude and other AI assistants to…
C 68 55 71 100 25 81 48
8974
theYahia
robokassa-mcp Claim 2
MCP server for Robokassa payment API — generate payment URLs, check invoice sta…
C 68 44 57 N/A N/A 58 95 59
8975
SilverBzH
Lizeur Claim
Enables AI assistants to extract and read content from PDF documents using Mist…
C 68 55 66 82 43 81 60
8976
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
8977
tositon
OpenDeepSearch Claim
A research tool that performs comprehensive, in-depth research on complex topic…
C 68 55 84 46 38 81 84
8978
sndani
A server that enables Claude AI to interact with Weaviate vector databases, sup…
C 68 55 78 48 40 81 89
8979
Disturbing
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
C 68 55 60 52 45 84 100
8980
jguimera
A Python-based MCP server that enables integration with Microsoft Security Copi…
C 68 55 72 57 40 78 87
8981
azer
Analyze React code locally, generate docs / llm.txt for whole project at once
C 68 54 84 50 N/A 25 84 87
8982
deco-cx
A full-stack template for building Model Context Protocol servers that expose t…
C 68 54 84 50 N/A 21 95 73
8983
hugobiais
Wordware MCP Server Claim 1
A Model Context Protocol server implementation that integrates Wordware flows a…
C 68 54 77 35 N/A 40 95 85
8984
0xikarus
Enables management of Linear kanban boards, projects, and issues directly throu…
C 68 55 72 57 25 80 98
8985
stv-io
A containerized Model Context Protocol server that enables using natural langua…
C 68 54 78 36 N/A 39 89 93
8986
iankan04
Enables Claude to control Spotify features including playback control, playlist…
C 68 55 60 68 24 81 99
8987
MadeByNando
MCP Postgres Server Claim 1
A server implementing the Model Context Protocol (MCP) for Cursor that allows u…
C 68 55 72 62 20 81 96
8988
kevinbin
A Model Context Protocol server that enables AI models to interact with MySQL d…
C 68 55 69 61 23 80 95
8989
surferdot
MCP SVG Converter Claim 1
A Model Context Protocol server that provides tools for converting SVG code to …
C 68 54 39 65 N/A 52 90 100
8990
codewith1984
A Model Context Protocol compatible server that provides weather information fo…
C 68 55 66 100 N/A 22 95 37
8991
miekxd
Provides LLMs with full PostgreSQL database access, including tools for query e…
C 68 55 72 42 40 81 100
8992
thebenlamm
Moltbook MCP Server Claim 1
Enables interaction with the Moltbook social platform, a Reddit-like community …
C 68 54 60 46 N/A 49 90 97
8993
terrylinhaochen
Crowdlistening
C 68 55 84 43 45 74 91
8994
Luorivergoddess
MCP Geometry Server Claim 1
An MCP server that enables AI models to generate precise geometric images by pr…
C 68 55 69 100 N/A 20 95 35
8995
AerialByte
mcp-netcoredbg Claim 2
An MCP server that enables AI agents to debug .NET applications using netcoredb…
C 68 54 51 58 N/A 49 89 92
8996
rrmistry
tilt-mcp Claim 1
A Model Context Protocol server that integrates with Tilt to provide programmat…
C 68 54 57 36 N/A 76 90 90
8997
yujaeyun
learnlog-mcp Claim
C 68 54 56 56 N/A 41 92 92
8998
Leee62
Sentry Issues MCP Claim
A server that enables retrieval of Sentry issues through two simple tools - get…
C 68 55 48 100 40 81 65
8999
xinmu-wyb
Enables AI assistants to intelligently fetch, parse, search, and rank resumes f…
C 68 55 72 56 25 81 94
9000
jennyyyyyy7528-cell
meme-mcp Claim
C 68 55 66 82 N/A 44 95 41
Showing 8951–9000 of 57597 servers
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