MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9751
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
9752
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 64 86 73 0 60 83 93
9753
kshern
image-tools-mcp Claim 2
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
C 66 55 66 87 50 80 40
9754
amanueltefera843110
Enables AI assistants to create and delete GitHub repositories with customizabl…
C 66 55 78 43 18 80 100
9755
theosib
FreeCAD MCP Server Claim
Bridges Claude with a live FreeCAD instance to provide deep access to runtime s…
C 66 54 78 33 N/A 44 77 97
9756
JeongSuKwak
A starter kit for quickly building Model Context Protocol (MCP) servers using t…
C 66 54 66 72 N/A 32 90 59
9757
BhanuTJ93
Playwright MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
C 66 55 63 83 53 83 40
9758
zakahan
PypReader-MCP Claim 1
An MCP server that enables AI models to inspect local Python packages by retrie…
C 66 54 57 33 N/A 60 89 99
9759
sidharthrajaram
MCP Weather Server Claim 1
This SSE-based MCP server allows users to connect and interact with National We…
C 66 55 84 36 28 81 92
9760
kmwebnet
CO2 Sensor MCP Server Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 54 94 26 N/A 20 95 80
9761
aahl
AkTools MCP Server Claim 1
MCP Server for stock and crypto
C 66 55 47 100 N/A 76 95 12
9762
l1806858547
TiDB MCP Server Claim 1
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
C 66 55 63 55 25 81 100
9763
aadityasinghal7
A Model Context Protocol server that enables AI assistants to interact with Azu…
C 66 55 45 82 26 81 92
9764
Kirandawadi
Connects LLMs like Claude Desktop with Volatility3 forensics framework, enablin…
C 66 54 78 33 N/A 23 95 93
9765
tengmmvp
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
C 66 55 62 46 72 81 75
9766
Kaiohz
MCP Perplexica Claim
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
C 66 55 62 61 29 81 88
9767
kozokaAI
AS400 MCP Server Claim
Enables development support for AS400/IBM i systems by providing read-only acce…
C 66 55 66 41 67 80 78
9768
steveswain14
This MCP server verifies that an agent’s claimed tool output matches the actual…
C 66 54 68 35 N/A 44 95 85
9769
kukapay
crypto-indicators-mcp Claim 2
An MCP server providing a range of cryptocurrency technical analysis indicators…
C 66 55 51 100 52 83 39
9770
theYahia
@theyahia/1c-rest-mcp Claim 2
MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документ…
C 66 44 45 62 83 79
9771
Abdullah-1121
MCP Chat Claim
A command-line interface application that enables interaction with LLMs through…
C 66 54 78 31 N/A 24 95 95
9772
SunmaiLee
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 66 54 66 70 N/A 26 95 58
9773
dbhavery
mcplex Claim 2
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
C 66 54 57 40 N/A 48 94 93
9774
EbonyLouis
Fetches and tracks content from YouTube channels, RSS feeds, and GitHub release…
C 66 55 66 82 N/A 24 95 50
9775
Mars23003
A streamlined MCP server designed for querying on-call runbooks through an opti…
C 66 55 72 53 24 80 93
9776
PetrefiedThunder
mcp-census Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 55 54 63 32 82 93
9777
v9rt3x
CS2 RCON MCP Server Claim 1
A Model Context Protocol server that allows management of Counter-Strike 2 game…
C 66 55 61 41 48 81 100
9778
T1Trit
Enables comprehensive control and automation of Yandex Browser, including tab m…
C 66 55 84 100 N/A 26 87 11
9779
baryhuang
A Model Context Protocol server that enables Claude to execute Python code usin…
C 66 55 79 40 42 81 84
9780
Hroerkr
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
C 66 54 68 32 N/A 34 90 100
9781
yasg1988
Dnevnik.ru MCP Server Claim 2
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
C 66 55 69 62 39 80 73
9782
arnaldo-delisio
Engagio MCP Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
C 66 55 72 38 37 78 99
9783
kanlanc
Lodestar MCP Server Claim 1
This is an MCP server that facilitates building tools for interacting with vari…
C 66 54 50 67 N/A 20 90 94
9784
hamen
Android MCP Claim
Enables interaction with Android devices and emulators through ADB, allowing co…
C 66 55 66 82 N/A 29 95 42
9785
openpoem
spec-score-mcp Claim
Score your specs before feeding them to an LLM. MCP server with radar chart vis…
C 66 64 90 58 0 54 95 100
9786
andrew-stclair
Enables users to perform security testing and penetration testing tasks through…
C 66 55 78 40 33 81 93
9787
qubaomingg
一个 Alpha Vantage API 查询 股票信息的 MCP server.
C 66 55 70 61 26 80 83
9788
henry1042
Enables reading MSI installer metadata, analyzing Windows software packages, an…
C 66 54 70 30 N/A 44 95 87
9789
Tencent-RTC
The Tencent RTC MCP Server provides real-time communication capabilities such a…
C 66 55 60 100 22 81 54
9790
chadismoving
Enables deployment of MCP servers to Cloudflare Workers without authentication …
C 66 55 72 60 23 81 84
9791
AnotherStream
Enables integration with Evernote API to access and manage Evernote resources i…
C 66 55 80 58 23 81 77
9792
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 64 82 65 0 80 95 84
9793
guoling2008
what is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) serv…
C 66 55 72 42 60 74 84
9794
jezweb
OpenAI MCP Claim 1
A Model Context Protocol server enabling AI assistants to generate images throu…
C 66 55 75 41 37 81 90
9795
psreekrishnan
Enables natural language interaction with PostgreSQL databases through Amazon Q…
C 66 55 78 36 40 76 93
9796
physictim
THSRC MCP Server Claim
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
C 66 55 54 82 42 81 64
9797
Mineru98
A server that enables AI models to interact with MySQL databases through a Mode…
C 66 55 90 50 53 81 47
9798
Haohao-end
mcp-agent Claim 1
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
C 66 54 84 55 N/A 24 88 64
9799
cfocoder
Banxico MCP Server Claim
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
C 66 55 60 38 51 81 100
9800
baranwang
Trends Hub Claim 3
A MCP server that aggregates hot trends and rankings from various Chinese websi…
C 66 55 53 74 67 80 58
Showing 9751–9800 of 66484 servers
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