MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10151
scarfunk
An unofficial MCP server that integrates with the Channel Talk Open API to allo…
C 66 55 56 67 31 80 88
10152
saxenanurag
Strava MCP Server Claim
Enables AI agents to interact with the Strava API to retrieve athlete statistic…
C 66 55 76 41 30 76 98
10153
alexesom
Enables AI agents to search the web, crawl websites, and perform intelligent RA…
C 66 55 88 27 42 81 84
10154
aaronsb
Jira Cloud Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 54 85 20 N/A 55 83 84
10155
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 55 66 100 25 81 43
10156
nextDriveIoE
A Model Context Protocol server that enables integration with GitHub Actions, a…
C 66 55 63 100 23 81 44
10157
security-use
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
C 66 55 84 31 29 76 100
10158
zach-snell
bbkt Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
C 66 55 72 63 73 76 46
10159
emilioejus
Windows-MCP Claim 1
An MCP server designed for managing files and folders specifically on the Windo…
C 66 54 49 56 N/A 53 90 83
10160
pinkpixel-dev
Search the web and extract clean, readable text from webpages. Process multiple…
C 66 66 88 65 0 70 80 95
10161
Ranjith63812
Example MCP Server Claim
A Node.js and TypeScript implementation that provides system information and he…
C 66 54 78 33 N/A 24 90 96
10162
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 55 78 41 24 81 97
10163
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
10164
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
10165
mrmike
MCP server for exploring AOSP internals and Jetpack libraries
C 66 54 66 33 N/A 48 92 92
10166
BACH-AI-Tools
NASA MCP Server Claim 1
Provides standardized access to 20+ NASA data sources including astronomy pictu…
C 66 55 62 83 55 81 40
10167
adamkwhite
An MCP server that provides searchable local storage for Claude conversation hi…
C 66 54 55 36 N/A 56 91 96
10168
khushiiagrawal
MCP Research Server Claim 1
A Model Context Protocol server that provides tools for searching arXiv papers …
C 66 55 73 55 24 81 85
10169
chuckmeyer
hello-mcp Claim
A minimal learning-focused MCP server that demonstrates core primitives like to…
C 66 55 60 52 35 82 96
10170
apvlv
Allows AI assistants like Claude to directly interact with and control DaVinci …
C 66 54 72 31 N/A 49 77 100
10171
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
10172
serima
Twitter MCP Server Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 55 78 47 31 83 82
10173
kkjdaniel
BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…
C 66 66 94 66 0 74 70 100
10174
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
10175
scaryrawr
An MCP server that enables LLMs to count occurrences of specific letters within…
C 66 54 41 63 N/A 31 95 100
10176
TheGrSun
Desmos MCP Server Claim
Enables mathematical formula visualization and analysis through interactive plo…
C 66 55 54 82 N/A 49 95 46
10177
fakoli
MCP AI Bridge Claim 1
A secure Model Context Protocol server that enables Claude Code to connect with…
C 66 55 78 62 46 81 54
10178
luebken
Playlist-MCP Claim
An experimental MCP server that makes YouTube playlist transcripts available fo…
C 66 54 78 25 N/A 38 95 87
10179
rafael-pina
Polymarket MCP Server Claim 1
Enables AI assistants to query Polymarket prediction markets, accessing real-ti…
C 66 55 60 62 26 82 95
10180
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 55 66 45 43 82 94
10181
jbchouinard
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
C 66 54 66 33 N/A 35 92 100
10182
henningziech
An MCP server that enables Claude to learn from user corrections by recording t…
C 66 54 57 56 N/A 35 90 90
10183
Willval117
Odoo MCP Server Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 55 66 72 18 80 81
10184
yzfly
The Excel MCP Server is a powerful tool that enables natural language interacti…
C 66 55 51 82 N/A 25 81 84
10185
qso-graph
ionis-mcp Claim
MCP server for HF radio propagation analytics using 175M+ aggregated signatures…
C 66 54 72 31 N/A 38 91 92
10186
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
10187
Alvinnn1
TinyPNG MCP Server Claim
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
C 66 55 54 72 24 81 89
10188
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
10189
flying3615
Provides comprehensive stock analysis tools including chip distribution, patter…
C 66 55 66 82 72 81 26
10190
anupamsharnagat
A Python-based demonstration server showcasing multiple Model Context Protocol …
C 66 55 86 30 22 83 100
10191
alanedavis
A Model Context Protocol server for Marketing Connect AI integrations that prov…
C 66 55 63 58 24 81 94
10192
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
10193
workerportfolio
Enables persistent storage and retrieval of decisions, settings, and operationa…
C 66 55 80 58 22 80 75
10194
theYahia
kaiten-mcp Claim 2
MCP server for Kaiten API — cards, boards. 3 tools.
C 66 44 47 N/A N/A 62 95 62
10195
nklymok
Exposes Monobank personal account data through MCP tools, allowing users to fet…
C 66 55 60 68 21 81 92
10196
jmtanguy
Provides access to official French legal databases (Légifrance and JudiLibre) f…
C 66 55 66 46 46 81 88
10197
Khushi-c-sharma
Enables AI assistants to manage personal expenses through natural conversation,…
C 66 54 76 30 N/A 24 95 96
10198
phsphd
A Model Context Protocol server that provides Claude with access to AI-powered …
C 66 55 65 63 16 81 95
10199
rfdez
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
C 66 66 76 75 0 83 82 91
10200
hithereiamaliff
Provides access to GrabMaps services (Places, Maps, Routes) through AWS Locatio…
C 66 66 100 67 0 55 81 90
Showing 10151–10200 of 66484 servers
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