MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29892
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4401
54yyyu
Zotero MCP Claim
Connects your Zotero research library with Claude and other AI assistants via t…
B 74 55 88 38 78 76 92
4402
MyLightIsOn
Enables task management through natural language with full CRUD operations incl…
B 74 54 78 60 N/A 29 95 100
4403
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4404
spences10
mcp-svelte-docs Claim
🔍 MCP server that lets you search and access Svelte documentation with built-in…
B 74 55 64 100 N/A 67 92 42
4405
integromat
make-mcp-server Claim
Turn your [Make](https://www.make.com/) scenarios into callable tools for AI as…
B 74 54 78 65 N/A 66 89 67
4406
dpkirschner
Enables real-time monitoring of Seattle Fire Department incident data, allowing…
B 74 55 96 87 26 81 58
4407
Havfar
Enables Claude to manage todo lists with full CRUD operations including creatin…
B 74 54 88 52 N/A 24 95 99
4408
kmexnx
An MCP server that converts Excel and Apple Numbers files to PDF format, enabli…
B 74 55 69 100 N/A 51 92 47
4409
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
4410
sudanese
Ploi MCP Server Claim 1
Integrates Ploi.io API functionality into AI assistants for managing servers, s…
B 74 55 60 70 65 81 99
4411
bingal
Webshot MCP Claim
Enables taking screenshots of web pages with support for multiple devices (desk…
B 74 55 90 100 N/A 46 95 20
4412
anyrxo
ProtonMail Pro MCP Claim
Enables comprehensive ProtonMail management through SMTP and IMAP, supporting e…
B 74 54 94 48 N/A 23 95 96
4413
dbsectrainer
MCP-native health monitoring that probes MCP servers using the list_tools proto…
B 74 44 58 N/A N/A 62 83 96
4414
mnott
Devon Claim 2
An MCP server that provides 33 tools for full DEVONthink integration, enabling …
B 74 54 69 62 N/A 48 92 93
4415
itzpingcat
Discord MCP Server Claim
Enables AI models to interact with Discord using human-readable channel names a…
B 74 55 86 58 43 81 94
4416
lchinglen
time-mcp-server Claim 2
MCP server for timezone conversions and time queries with support for IANA time…
B 74 55 75 100 N/A 50 95 36
4417
coreymhudson
Enables the generation, mutation, and evolution of DNA and protein sequences us…
B 74 55 92 52 46 83 91
4418 B 74 54 72 68 N/A 45 90 91
4419
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4420
Augmented-Nature
Provides access to over 110 million chemical compounds with tools for chemical …
B 74 55 94 100 35 81 40
4421
Johnxjp
A Model Context Profile server that enables Claude to interact with Todoist, al…
B 74 55 62 82 41 82 98
4422
ReGenNow
regennexus-mcp Claim
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for I…
B 74 54 90 43 N/A 47 92 93
4423
Appmixer-ai
Appmixer MCP Claim
Enables LLMs to automate workflows and interact with SaaS products and APIs thr…
B 74 55 84 62 43 81 94
4424
aidenlab
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
B 74 55 63 75 45 82 100
4425
rmrfslashbin
MCP Server - Images Claim 1
A Model Context Protocol server that enables AI-powered image generation throug…
B 74 55 81 100 N/A 41 95 36
4426
yywdandan
MCP protocol server for managing multi-project Markdown documents, supporting p…
B 74 55 86 58 40 81 94
4427
jkearney126
Provides specialized tools for electromagnetics and magnetic circuit analysis, …
B 74 55 90 56 25 84 100
4428
KatoMato65
Time-MCP Claim 1
Checks and returns the itme
B 74 54 72 52 N/A 45 95 100
4429
faisalhakim47
Enables AI agents to monitor and read Android notifications in real-time via Te…
B 74 55 72 100 N/A 31 82 71
4430
isdaniel
MySQL MCP Performance Tuning Server - AI-powered MySQL performance tuning capab…
B 74 54 96 26 N/A 67 92 90
4431
manimohans
Provides tools to fetch and search news from The Verge's RSS feed, allowing use…
B 74 55 70 65 52 80 99
4432
santanu2908
demo-mcp-01 Claim
A starter MCP server that provides a calculator tool for performing basic arith…
B 74 54 70 55 N/A 53 95 97
4433
shizhMSFT
ORAS MCP Server Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 55 72 58 57 83 100
4434
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 55 76 65 47 81 95
4435
kbyk004-diy
A server that analyzes website performance using Playwright and Lighthouse, all…
B 74 54 76 61 N/A 40 90 94
4436
devlimelabs
A specialized diagnostic framework that enables AI models to self-diagnose and …
B 74 54 84 61 N/A 37 95 83
4437
Handwriting-OCR
Handwriting OCR Claim 2
Integrate your applications with the Handwriting OCR service to effortlessly up…
B 74 54 90 61 N/A 21 90 95
4438
nkriman
Obsidian Nexus Claim
Connects Claude Desktop to Obsidian vaults to enable reading, writing, searchin…
B 74 54 90 53 N/A 18 95 99
4439
pablof7z
MCP Money Claim 1
An MCP server to provide AI agents money functionalities via Nostr and Cashu.
B 74 55 75 100 20 81 77
4440
2996371275
MCP Unity Claim
Implementation of the Model Context Protocol for Unity Editor, allowing AI assi…
B 74 54 72 65 N/A 41 95 88
4441
k-chrispens
Enables exploration and organization of research ideas using a hierarchical til…
B 74 55 94 83 N/A 46 95 34
4442
sammcj
An MCP Server to help LLMs suggest the latest stable package versions when writ…
B 74 54 81 28 N/A 78 94 95
4443
flying3615
A Model Context Protocol server that enables retrieval of transcripts, metadata…
B 74 55 45 100 49 81 91
4444
shuttle-hq
Neptune MCP Server Claim
Enables AI agents to deploy applications to AWS with DevOps capabilities by aut…
B 74 55 60 66 78 76 99
4445
dreamnear
A framework for building and querying temporally-aware knowledge graphs that al…
B 74 55 78 65 44 81 97
4446
PWalaGov
Enables comprehensive directory analysis and file management operations includi…
B 74 55 90 100 N/A 22 95 42
4447
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 55 84 82 71 81 44
4448
zhhbinn
YAPI MCP Server Claim 1
Enables AI assistants to manage YAPI API documentation by providing tools to cr…
B 74 55 78 66 48 80 90
4449
ronnycoding
MCP RSS Claim
Enables intelligent RSS feed management with AI-powered semantic search, advanc…
B 74 55 84 58 46 81 94
4450
wrenchpilot
it-tools-mcp Claim 1
A comprehensive Model Context Protocol (MCP) server that provides access to ove…
B 74 55 70 100 N/A 58 81 51
Showing 4401–4450 of 59221 servers
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