MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9701
aptro
Integrates Zerodha's trading platform with Claude AI using the Multi-Cloud Plug…
C 67 54 70 41 N/A 43 87 92
9702
sam2332
SQLite MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with SQL…
C 67 55 63 61 29 76 100
9703
csonigo
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
C 67 55 71 55 31 81 90
9704
fabiothiroki
Talk to your data locally 💬📊. A private AI Data Analyst built with the Model Co…
C 67 54 66 37 N/A 45 95 92
9705
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 64 82 65 0 80 95 84
9706
code-massel
Integrates with the Nextcloud Cookbook app API to enable AI assistants to manag…
C 66 55 78 32 39 76 99
9707
beekmarks
WASM MCP Server Claim 1
This server enables running a Model Context Protocol in a web browser with func…
C 66 55 78 60 21 77 83
9708
physictim
THSRC MCP Server Claim
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
C 66 55 54 82 42 81 64
9709
AnshuML
Provides AI agents with access to file metadata, vector search, and workflow me…
C 66 55 60 57 29 82 94
9710
jtucker
A Model Context Protocol server that allows Claude to query the Untappd beer da…
C 66 54 71 33 N/A 47 95 83
9711
K1ta141k
MCP Desktop Tools Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 55 45 100 N/A 27 95 52
9712
lourencomaciel
sift-gateway Claim
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
C 66 64 90 42 0 86 87 100
9713
13rac1
A Model Context Protocol server that enables AI assistants to access and contro…
C 66 54 57 55 N/A 22 94 93
9714 C 66 54 54 60 N/A 13 95 98
9715
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
9716
GALIAIS
SiYuan MCP Server Claim 1
An MCP server for SiYuan Note that enables comprehensive management of notebook…
C 66 55 63 65 N/A 68 95 39
9717
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
9718
arnaldo-delisio
Engagio MCP Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
C 66 55 72 38 37 78 99
9719
Sunil-paudel
Provides weather forecasts and alerts for US locations using the National Weath…
C 66 55 70 100 24 81 36
9720
adamd9
Helps users find suitable LinkedIn job opportunities by automatically scraping …
C 66 55 60 58 26 81 99
9721
xpn
Mythic MCP Claim
A demonstration server that allows large language models to perform penetration…
C 66 54 80 30 N/A 27 95 88
9722
sintem
Enables AI agents to interact with Gmail through LIAM's CASA-compliant Google O…
C 66 55 76 35 30 82 99
9723
cosmix
Linear MCP Server Claim
Provides a Model Context Protocol interface for accessing Linear's issue tracki…
C 66 66 92 71 0 54 82 94
9724
shreyaskarnik
Voice MCP Claim
Enables bidirectional voice interaction for Claude Code using local speech-to-t…
C 66 54 66 27 N/A 46 94 96
9725
devbrother2024
A boilerplate project for quickly developing MCP servers using TypeScript, feat…
C 66 54 60 72 N/A 24 95 65
9726
Rbedoyag
An MCP server that enables interaction with Elasticsearch and OpenSearch cluste…
C 66 55 67 31 54 80 98
9727
demomagic
Enables document parsing through the Mineru API with support for multiple forma…
C 66 55 54 72 21 81 92
9728
gongjiaben
A powerful speech-to-text MCP server that supports multiple audio formats and r…
C 66 54 54 68 N/A 22 95 82
9729
pepo1275
MCP4GVA Claim
Enables access to GVA GIS (Generalitat Valenciana) geographic data through ArcG…
C 66 55 78 87 21 81 43
9730
LiuKeTong713
Weather MCP Claim 1
A Model Context Protocol server that enables natural language weather queries f…
C 66 54 63 65 N/A 21 95 72
9731
teddylee777
An open-source MCP server that provides applications like Cursor, Windsurf, and…
C 66 54 68 31 N/A 46 95 91
9732
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
9733
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
9734
securityfortech
secops-mcp Claim
All-in-one security testing toolbox that brings together popular open source to…
C 66 54 76 27 N/A 48 89 86
9735
Three-Little-Birds
Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight …
C 66 55 48 70 N/A 45 95 70
9736
Tencent-RTC
The Tencent RTC MCP Server provides real-time communication capabilities such a…
C 66 55 60 100 22 81 54
9737
sifue
Enables access to ZEN University's syllabus content through MCP implementation,…
C 66 54 54 58 N/A 24 92 96
9738
mandoline-ai
Enables AI assistants to reflect on, critique, and continuously improve their p…
C 66 66 96 68 0 58 81 95
9739
linxule
mineru-mcp Claim
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX …
C 66 55 54 72 36 76 90
9740
kychee-com
Run402 Claim 1
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, sto…
C 66 55 72 58 71 80 49
9741
BrowserMCP
Browser MCP Claim
Automate your browser with AI using a Chrome extension and MCP server, enabling…
C 66 54 68 26 N/A 45 95 96
9742
Qyusu
An MCP server that provides static validation and documentation lookup for quan…
C 66 55 57 58 42 80 92
9743
zach-snell
bbkt Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
C 66 55 72 63 73 76 46
9744
AceDataCloud
mcp-luma Claim
MCP server for Luma Dream Machine AI video generation
C 66 55 84 0 71 82 100
9745
kkjdaniel
BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…
C 66 66 94 66 0 74 70 100
9746
atlanhq
atlan-mcp-server Claim 1
MCP server for interacting with Atlan services including asset search, updates,…
C 66 55 59 41 73 84 81
9747
xiaonieli7
A server that provides real-time flight information query capabilities to AI as…
C 66 55 66 53 40 78 91
9748
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 55 68 38 43 81 100
9749
convertguru
File Convert MCP Server
C 66 55 72 41 39 81 92
9750
RecursiveRabbit
AI BBS Claim 1
An MCP server that enables direct AI-to-AI communication through a bulletin boa…
C 66 55 81 37 22 82 97
Showing 9701–9750 of 67197 servers
« Prev 1 193 194 195 196 197 1344 Next »