MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 2 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7151
upstackjade
Craft MCP Server Claim 1
A lightweight MCP server providing read access to craft.io workspaces and items…
B 71 55 78 60 29 82 98
7152
VetCoders
automator-mcp Claim 1
MCP server for macOS Automator that enables AI to control Mac computers by exec…
B 71 55 75 75 N/A 45 95 53
7153
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
7154
hypabase
hypabase Claim
A Python library for storing and querying n-ary relationships with provenance t…
B 71 54 72 31 N/A 77 95 83
7155
ongjin
K8s Doctor MCP Claim 1
AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …
B 71 55 66 61 49 82 96
7156
tpavelek
MCP-Hub-MCP Server Claim
A hub server that connects to and manages other MCP servers, allowing users to …
B 71 55 66 100 49 81 47
7157
xue20010808
MCP Weather Server Claim
Provides weather information using the US National Weather Service API, includi…
B 71 55 60 63 47 83 100
7158
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
7159
tim10002
Provides tools for listing and querying Azure resources directly from any MCP c…
B 71 55 72 82 19 80 89
7160
powerdrillai
Powerdrill MCP Server Claim 1
An MCP server that provides tools to interact with Powerdrill (https://powerdri…
B 71 55 65 72 51 76 86
7161
NaveenBandarage
Poke-MCP Claim 1
A Model Context Protocol server that provides Pokémon information by connecting…
B 71 55 61 60 50 82 100
7162
andnp
Enables semantic search over local Markdown documentation using hybrid retrieva…
B 71 54 78 33 N/A 65 92 90
7163
BerdTan
MCP Learning Project Claim 1
A comprehensive learning platform for Model Context Protocol development that t…
B 71 54 78 56 N/A 18 90 100
7164
askme765cs
open-docs-mcp Claim
An open-source MCP implementation providing document management functionality. …
B 71 55 94 83 43 81 37
7165
shashwatgtm
icp-intelligence-mcp Claim 1
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
B 71 54 90 47 N/A 29 92 84
7166
bborbe
Enables semantic search over markdown files to find related notes by meaning ra…
B 71 54 76 32 N/A 62 94 92
7167
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
7168
mcp-for-dev
A Model Context Protocol server that provides web search capabilities using Goo…
B 71 55 63 68 37 81 100
7169
enriquedlh97
Playwright MCP Claim 1
Enables browser automation and web page interaction through Playwright's access…
B 71 55 62 100 54 81 48
7170
cristip73
Enables Claude and other AI assistants to read, write, and manipulate Dynalist.…
B 71 55 68 70 31 81 95
7171
franccesco
Hex API MCP Server Claim
A server that allows AI assistants to access, view, run, and manage Hex project…
B 71 55 86 46 47 80 91
7172
kazuph
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
B 71 55 72 72 39 78 87
7173
spencerf2
Enables comprehensive management of Anki decks and notes through the Model Cont…
B 71 54 72 58 N/A 30 90 97
7174
CoderGamester
mcp-unity Claim 1
MCP Server for Unity3d Game Engine integration for game development
B 71 54 73 33 N/A 69 95 87
7175
amidvidy
Anki MCP Server Claim
Provides tools for managing Anki decks, notes, and note types via the Model Con…
B 71 54 72 60 N/A 28 89 99
7176
BurtTheCoder
mcp-dnstwist Claim 3
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosqua…
B 71 55 75 57 48 76 96
7177
davidsimoes
digisign-mcp Claim 1
MCP server for DigiSign.cz digital signature API — create, send, and manage dig…
B 71 55 57 72 51 80 95
7178
ctf2009
CastleCall MCP Claim
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
B 71 55 72 58 35 83 100
7179
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
7180
runwayml
Enables AI video and image generation through the Runway API. Supports video ge…
B 71 55 54 82 49 81 85
7181
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 54 76 36 N/A 51 92 100
7182
microsoft
markitdown Claim
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
B 71 54 72 30 N/A 72 94 94
7183
rajnaveen344
LSP Tools MCP Server Claim 2
A Model Context Protocol server that provides tools to find regex pattern posit…
B 71 54 65 57 N/A 40 95 92
7184
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 55 72 65 27 81 99
7185
lxy2109
Doubao TTS MCP Claim 1
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
B 71 55 57 82 44 81 87
7186
hancengiz
PDF Reader MCP Server Claim 1
Enables reading, searching, and metadata extraction from PDF files without load…
B 71 54 78 50 N/A 27 92 96
7187
lasaths
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
B 71 55 80 61 35 80 91
7188
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
7189
hmq19900504
Provides real-time financial market data for stocks across multiple markets (A-…
B 71 55 78 68 25 82 92
7190
ryan-shaw
Enables interaction with POEditor's translation management API to create terms,…
B 71 55 66 68 46 81 90
7191
shashwatgtm
impact-mcp Claim 1
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
B 71 55 84 91 N/A 29 95 35
7192
Lakshya-Saini
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases for schema disc…
B 71 55 90 56 23 76 94
7193
kaiyuanxiaobing
atomgit-mcp-server Claim
Official AtomGit server for integration with repository management, PRs, issues…
B 71 55 72 63 45 80 91
7194
AlexKissiJr
GitHub MCP Server Claim 1
Enables comprehensive interaction with the GitHub API, including file operation…
B 71 55 84 63 25 78 93
7195
deepakkumardewani
Generates harmonious color schemes for design projects using The Color API, off…
B 71 55 72 62 27 83 100
7196
9olidity
A security testing tool that enables automated vulnerability detection includin…
B 71 55 78 78 N/A 43 95 47
7197
cottongeeks
ytt-mcp Claim 1
An MCP server designed to fetch transcripts for YouTube videos. It enables AI t…
B 71 55 59 61 54 81 100
7198
WilliamNing316
Crypto MCP Server Claim
Provides real-time cryptocurrency market data from Binance API, including price…
B 71 55 72 65 48 81 85
7199
Samuelr2112
Enables users to manage appointments through a FastAPI backend with PostgreSQL …
B 71 55 84 55 21 81 100
7200
dorianglz
Bubble MCP Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
B 71 55 72 66 32 81 98
Showing 7151–7200 of 33449 servers
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