MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9351
study-flamingo
A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…
C 67 55 54 100 N/A 30 95 42
9352
gentiku
Enables control of Spotify playback, music search, and playlist management thro…
C 67 55 78 46 24 81 94
9353
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9354
BACH-AI-Tools
jimeng4-mcp Claim 1
An MCP server providing multi-modal generation tools based on Volcengine's Jime…
C 67 55 53 71 56 80 77
9355
Miguel0888
Calibre MCP Server Claim
Provides AI agents with research capabilities for local Calibre e-book librarie…
C 67 54 68 32 N/A 60 95 80
9356
didacusdev
A collection of two MCP servers that enable querying One Piece anime characters…
C 67 55 60 57 44 82 88
9357
koki-develop
A template repository for creating MCP servers that can be easily containerized…
C 67 54 54 27 N/A 67 95 100
9358
Danjraizen
Moviesda MCP Server Claim 1
An MCP server for searching and managing Tamil movies from moviesda16.com using…
C 67 54 63 52 N/A 25 90 100
9359
theYahia
HuntFlow MCP Server Claim 1
Integrates with HuntFlow ATS to manage vacancies, candidates, resumes, and recr…
C 67 44 45 58 83 87
9360
sunhye
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
C 67 54 64 55 N/A 44 92 77
9361
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9362
jyjune
mcp_vms Claim
A Model Context Protocol (MCP) server designed to connect to a CCTV recording p…
C 67 54 70 31 N/A 45 87 100
9363
BoosClues
A starter template for building MCP servers with TypeScript support, example to…
C 67 54 60 57 N/A 26 95 91
9364
gamittal-ak
Akamai Traffic MCP Claim 1
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload m…
C 67 55 60 71 25 82 89
9365
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9366
jack-beanstalk-2022
A remote MCP server built with Node.js and TypeScript that enables tool calls a…
C 67 55 78 37 30 84 100
9367
getAlby
mcp Claim
Connect any bitcoin lightning wallet to your agent to send and receive instant …
C 67 66 88 66 0 79 80 95
9368
karthiksivaramms
A Model Context Protocol server that aggregates and compares deals from multipl…
C 67 55 75 75 49 81 47
9369
acenaga
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
C 67 54 60 50 N/A 29 92 97
9370
BlackSnufkin
LitterBox Claim
A self-hosted sandbox for red teams to test payloads against modern detection b…
C 67 54 72 32 N/A 55 89 87 YA
9371
patchadams79
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 27 95 59
9372
moecodeshere
Postgres MCP Pro Claim
An open source Model Context Protocol server for PostgreSQL that provides datab…
C 67 55 72 30 50 82 99
9373
YannickTM
DocuMCP Claim 1
An MCP server that enables Claude to generate, search, and manage documentation…
C 67 55 69 58 26 81 93
9374
AK1979
ABAP MCP Claim 1
An AI-powered server that provides comprehensive coding assistance for SAP ABAP…
C 67 54 78 75 N/A 27 90 50
9375
consolecowboy0
Race MCP Server Claim
Enables AI-powered racing coaching and telemetry analysis for iRacing, providin…
C 67 55 84 74 N/A 22 95 41
9376
mcp-protocol
node-runtime Claim
This package is intended for demonstration only. Maintained by JFrog Security.
C 67 54 52 52 N/A 37 95 100
9377
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
9378
crunchloop
MCP Devcontainers Claim 1
An MCP server that enables interaction with development containers through the …
C 67 55 47 82 N/A 64 95 44
9379
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 54 72 27 N/A 46 95 94
9380
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9381
sebotic
cdk_pywrapper Claim
A Python wrapper for the Chemistry Development Kit (CDK)
C 67 54 84 26 N/A 40 87 93
9382
huoshuiai42
An MCP server that provides document format conversion
C 67 54 45 67 N/A 31 90 97
9383
moarshy
Transforms documentation repositories into interactive educational content and …
C 67 55 78 43 25 82 100
9384
NocteDefensor
LudusMCP Server Claim 2
A Model Context Protocol server that enables natural language control of Ludus …
C 67 55 69 43 56 78 91
9385
adhikasp
mcp-reddit Claim
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
C 67 54 66 32 N/A 49 95 94
9386
vhspace
IPA MCP Server Claim
Enables management of FreeIPA resources including user groups, host groups, HBA…
C 67 55 76 41 34 80 100
9387
LazerThings
An MCP server that leverages multiple Claude instances to provide enhanced resp…
C 67 55 75 52 23 81 92
9388
Sunwood-ai-labs
SourceSage MCP Claim 2
A TypeScript-based server that visualizes project directory structures in Markd…
C 67 55 72 100 N/A 43 87 16
9389
Ritesh-sudo
Enables searching for AI/ML internships and entry-level positions across multip…
C 67 55 84 91 25 80 36
9390
wyattjoh
imessage-mcp Claim 1
A Model Context Protocol server for reading iMessage data from macOS.
C 67 54 45 62 N/A 45 89 94
9391
leehave
Claude Music MCP Claim 1
Enables music management through search, playlist creation, and intelligent rec…
C 67 54 72 52 N/A 23 90 88
9392
zq940222
HybridHub Claim
Enables unified access to both structured databases (PostgreSQL, MySQL, SQLite,…
C 67 55 54 66 32 80 99
9393
AliNagy
godspeed-mcp Claim
Server that allows interaction with Godspeed task application using API.
C 67 55 60 66 50 80 75
9394
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9395
yamariki-hub
Japanese corporate data via government APIs (gBizINFO, EDINET, e-Stat). Search …
C 67 55 72 35 49 80 99
9396
thadius83
OpenAI MCP Server Claim 1
Enables integration with OpenAI models through the MCP protocol, supporting con…
C 67 55 86 38 34 81 89
9397
Kylejeong2
Twitter MCP Server Claim
Enables Twitter automation including posting tweets, replying to tweets, and se…
C 67 55 54 68 26 81 98
9398
ursazoo
Iteration MCP Claim 1
Automates iteration management and code review submission workflows with DingTa…
C 67 54 72 61 N/A 24 90 75
9399
dannywillowliu-uchi
Enables creating, editing, and compiling LaTeX resumes directly from Claude usi…
C 67 54 60 28 N/A 64 95 93
9400
augustolamim
GitHub MCP Server Claim
Enables AI models to create and manage GitHub repositories, branches, and files…
C 67 55 62 66 35 80 88
Showing 9351–9400 of 67197 servers
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