MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10151
guangxiangdebizi
PPT-MCP Claim
Enables creating, analyzing, and managing PowerPoint presentations using pure N…
C 66 55 100 58 39 81 34
10152
firozanam
Provides intelligent error detection and debugging capabilities across multiple…
C 66 54 72 28 N/A 51 90 91
10153
LeonelGordon
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 66 55 62 72 32 78 76
10154
cyberchitta
llm-context.py Claim
Share code context with LLMs via MCP or clipboard
C 66 54 66 22 N/A 69 90 89
10155
arnaldo-delisio
Engagio MCP Claim
Enables Twitter engagement intelligence by monitoring accounts and topics to id…
C 66 55 72 38 37 78 99
10156
puran-water
Enables natural language control of AutoCAD LT through AutoLISP code generation…
C 66 54 72 30 N/A 54 90 81
10157
teddylee777
An open-source MCP server that provides applications like Cursor, Windsurf, and…
C 66 54 68 31 N/A 46 95 91
10158
ayyappachinpandi
MCP Calculator Server Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 55 62 55 27 82 100
10159
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
10160
mixophrygian
A local MCP server for retrieving and analyzing your browser history. Makes it…
C 66 54 70 25 N/A 42 95 98
10161
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
10162
serima
Twitter MCP Server Claim
Provides tools for accurate Twitter/X post character counting, validation, and …
C 66 55 78 47 31 83 82
10163
zach-snell
bbkt Claim
Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …
C 66 55 72 63 73 76 46
10164
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
10165
rcoldwell
Enables AI assistants to search and retrieve records from the Digital Guitar Ar…
C 66 55 60 56 27 83 96
10166
anshulpatre
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
C 66 54 72 43 N/A 16 95 95
10167
devbrother2024
A boilerplate project for quickly developing Model Context Protocol servers usi…
C 66 54 60 58 N/A 32 94 77
10168
Retio-ai
PageMap Claim
Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Fire…
C 66 54 60 63 N/A 66 95 44
10169
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
10170
suriya-ML
An MCP server for intelligent log analysis providing semantic search, error pat…
C 66 55 63 55 45 80 85
10171
inventer-dev
Internet speed testing with network performance metrics including download/uplo…
C 66 55 66 33 68 82 88
10172
Sifu213
A server that retrieves NFT-related data on the Monad testnet, allowing users t…
C 66 54 54 66 N/A 27 90 87
10173
danielcy
Exposes Coze workflows as MCP tools, allowing AI clients to discover and execut…
C 66 55 78 43 34 81 87
10174
apappascs
An MCP server implementation that integrates the Tavily Search API, providing o…
C 66 55 79 38 38 81 90
10175
i-richardwang
Vision MCP Claim
Enables image analysis and understanding using Vision Language Models through O…
C 66 55 66 46 45 81 91
10176
NAXG
ThreatMCP Claim 1
An MCP server that integrates ThreatBook's threat intelligence API, offering 15…
C 66 55 69 53 36 83 82
10177
HeshamFS
Provides AI assistants with access to materials science databases, enabling sea…
C 66 55 60 41 47 82 100
10178
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
10179
freshlife001
A Model Context Protocol server that allows AI agents to play Texas Holdem poke…
C 66 55 63 70 23 81 84
10180
mohelhamdani
Provides access to real-time currency exchange rates, live stock market data vi…
C 66 55 54 62 30 80 98
10181
vinsidious
Whodis MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to check domain name…
C 66 55 51 63 36 82 94
10182
RadonX
MCP TriliumNext Claim 1
A Model Context Protocol server enabling AI assistants to interact with Trilium…
C 66 55 69 100 25 81 35
10183
Adyen
adyen-mcp Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 66 90 70 0 66 82 93
10184
qso-graph
solar-mcp Claim
Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.
C 66 54 66 28 N/A 38 94 100
10185
sakshi1x
Enables generation and visualization of bar and pie charts from structured data…
C 66 55 72 52 16 81 96
10186
sksudeepvarma
ClickUp MCP Server Claim
Provides integration with ClickUp's API, allowing you to retrieve task informat…
C 66 55 70 50 23 81 98
10187
dadapera
MCP SOP Server Claim
Enables AI agents to search and retrieve Standard Operating Procedures using se…
C 66 54 76 33 N/A 21 95 97
10188
Intradyne
ChatGPT-like AI that runs 100% locally on your hardware. No subscriptions, no c…
C 66 54 66 33 N/A 40 90 100
10189
doomdagadiggiedahdah
Enables programmatic access to the IACR Cryptology ePrint Archive, facilitating…
C 66 55 78 82 37 81 39
10190
yaonyan
gpt-vis-mcp Claim 1
A local/private-favored wrapper for antvis/mcp-server-chart
C 66 54 84 36 N/A 59 89 55
10191
higress-group
MCP server that provides comprehensive tools for managing [Higress](https://git…
C 66 54 76 41 N/A 26 89 91
10192
wangshunnn
bilibili MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to retrieve user info…
C 66 55 53 100 48 81 40
10193
orkuhh
Provides real-time Linux system monitoring for CPU load, memory usage, disk spa…
C 66 54 80 27 N/A 37 82 100
10194
danielmiranda
Provides stealthy browser automation capabilities using a custom Firefox build …
C 66 55 60 55 31 80 97
10195
netixc
SearXNG MCP Server Claim
Provides privacy-focused web search capabilities through SearXNG metasearch eng…
C 66 55 58 58 40 81 92
10196
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
10197
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
10198
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
10199
mlsloynaz
mcp-sqlserver Claim 1
An MCP server for Microsoft SQL Server that enables executing read-only queries…
C 66 55 59 100 30 81 44
10200
ndaniel
Aurora-MCP Claim
Enables querying relationships between plant species, small molecules, and mito…
C 66 55 66 46 45 81 90
Showing 10151–10200 of 30006 servers
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