MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10101
Mtar786
Example MCP Server Claim
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
C 66 55 60 82 N/A 23 95 59
10102
hexsupport
Provides a Model Context Protocol interface for HexagonML ModelManager tools, e…
C 66 55 78 43 30 81 89
10103
koei-kaji
zk-mcp Claim 1
An MCP server that integrates the zk note-taking system with LLMs, enabling use…
C 66 54 45 62 N/A 45 90 88
10104
MarcinDudekDev
CryptoSignals Claim
Real-time crypto volume anomaly detection across 50+ tokens for whale signals
C 66 54 60 30 N/A 46 95 99
10105
digithree
AutoMac MCP Claim
An experimental MCP server providing full control over the macOS user interface…
C 66 54 72 28 N/A 42 89 99
10106
beanspapa
Enables LLMs to automate Google Blogger content management by providing tools f…
C 66 55 72 71 30 80 65
10107
proxy-intell
Enables searching and analyzing Facebook's public ads library for any brand, in…
C 66 55 57 53 N/A 49 82 91
10108
sascodiego
A comprehensive Model Context Protocol server that integrates Vibe Coding metho…
C 66 55 90 31 24 81 90
10109
Sunil-paudel
Provides weather forecasts and alerts for US locations using the National Weath…
C 66 55 70 100 24 81 36
10110
scarfunk
An unofficial MCP server that integrates with the Channel Talk Open API to allo…
C 66 55 56 67 31 80 88
10111
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
10112
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
10113
bradleyfay
Automatically provides AI assistants with contextual, version-specific document…
C 66 55 36 65 56 81 97
10114
nextDriveIoE
A Model Context Protocol server that enables integration with GitHub Actions, a…
C 66 55 63 100 23 81 44
10115
Osmosis-AI
CodeMerge Claim 1
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
C 66 55 75 51 26 81 85
10116
PranavMishra28
Enables sending emails through Gmail using your Gmail credentials. Provides a s…
C 66 55 66 100 25 81 43
10117
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
10118
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
10119
zach-snell
bbkt Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
C 66 55 72 63 73 76 46
10120
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
10121
pinkpixel-dev
Search the web and extract clean, readable text from webpages. Process multiple…
C 66 66 88 65 0 70 80 95
10122
zjromani
Enables ChatGPT to access and analyze personal Garmin health data including dai…
C 66 55 78 41 24 81 97
10123
mrmike
MCP server for exploring AOSP internals and Jetpack libraries
C 66 54 66 33 N/A 48 92 92
10124
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
10125
TheGrSun
Desmos MCP Server Claim
Enables mathematical formula visualization and analysis through interactive plo…
C 66 55 54 82 N/A 49 95 46
10126
chuckmeyer
hello-mcp Claim
A minimal learning-focused MCP server that demonstrates core primitives like to…
C 66 55 60 52 35 82 96
10127
alexesom
Enables AI agents to search the web, crawl websites, and perform intelligent RA…
C 66 55 88 27 42 81 84
10128
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
10129
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
10130
adamkwhite
An MCP server that provides searchable local storage for Claude conversation hi…
C 66 54 55 36 N/A 56 91 96
10131
apvlv
Allows AI assistants like Claude to directly interact with and control DaVinci …
C 66 54 72 31 N/A 49 77 100
10132
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
10133
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
10134
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
10135
kkjdaniel
BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…
C 66 66 94 66 0 74 70 100
10136
scaryrawr
An MCP server that enables LLMs to count occurrences of specific letters within…
C 66 54 41 63 N/A 31 95 100
10137
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
10138
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
10139
jbchouinard
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
C 66 54 66 33 N/A 35 92 100
10140
yzfly
The Excel MCP Server is a powerful tool that enables natural language interacti…
C 66 55 51 82 N/A 25 81 84
10141
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
10142
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 55 66 45 43 82 94
10143
cloud-aspect
Config MCP Server Claim
Enables AI assistants to search documentation, read and update configuration fi…
C 66 55 54 100 N/A 26 95 43
10144
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
10145
Peterson047
Enables control of a Minecraft server through RCON commands via natural languag…
C 66 54 70 41 N/A 23 95 92
10146
rhein1
Agent-to-agent marketplace where AI agents discover, invoke, and pay for servic…
C 66 64 90 70 0 62 83 91
10147
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
10148
wjlim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
C 66 54 54 57 N/A 22 90 99
10149
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
10150
Srish-ty
A server that manages conversation context for LLM interactions, storing recent…
C 66 55 86 36 23 81 94
Showing 10101–10150 of 66484 servers
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