MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28775
Scored
2047
Verified
16957
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10451
cmalpass
MCP Presidio Claim 2
An MCP server that enables LLMs to detect and anonymize over 25 types of Person…
C 65 55 69 37 45 80 93
10452
niahZheng
An MCP server that integrates Alibaba's DashScope platform, providing AI chat t…
C 65 55 57 71 33 76 82
10453
DavidSirota
rollin-mcp-server Claim
Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and…
C 65 64 88 70 0 54 83 94
10454
dawnslab
jebmcp Claim
C 65 54 66 40 N/A 24 95 95
10455
dreyfus92
An MCP server that provides AI assistants with access to Astro documentation, e…
C 65 54 63 40 N/A 20 95 100
10456
aaronmeis
Dice MCP Server Claim
Provides dice rolling and coin flipping functionality for AI assistants via the…
C 65 54 60 51 N/A 22 94 92
10457
pinnaclesoft-ko
Provides access to Seoul public data including subway passenger statistics and …
C 65 55 78 66 38 78 54
10458
TakanariShimbo
quickchart-mcp-server Claim 1
This Model Context Protocol (MCP) server provides powerful visualization tools …
C 65 55 70 58 24 80 85
10459
mhalle
Datasette MCP Claim 1
A Model Context Protocol server that provides read-only access to Datasette ins…
C 65 55 65 51 24 82 94
10460
Skmalik768
Enables the generation of educational content such as multiple choice questions…
C 65 54 80 31 N/A 16 92 97
10461
tigrisdata
Tigris MCP Server Claim
Tigris MCP Server
C 65 66 88 52 0 71 86 100
10462
donovan-jasper
sl-mcp Claim 2
MCP server for Sapling (sl) version control
C 65 54 47 60 N/A 37 90 90
10463
browsercat
A Model Context Protocol server that provides browser automation capabilities u…
C 65 55 57 66 21 74 99
10464
limehawk
Dokploy MCP Server Claim
Enables AI models to interact programmatically with Dokploy servers to manage p…
C 65 55 48 58 39 82 99
10465
KunihiroS
Captures screenshots and saves them to file paths specified by client applicati…
C 65 54 68 35 N/A 24 95 94
10466
jezweb
Enables AI assistants to search, validate, and retrieve Australian postcode and…
C 65 55 78 35 22 84 98
10467
doubleA411
Extracts text nodes from Figma designs and organizes them into structured JSON …
C 65 55 66 100 26 80 38
10468
janswist
mcp-dexscreener Claim
Real-time on-chain market prices using open and free Dexscreener API
C 65 55 60 67 29 82 81
10469
nxGnosis
Provides tools to fetch up-to-date visa and immigration information for various…
C 65 55 60 100 28 81 39
10470
snippetWizard
Converts plain text scripts into structured storyboards with shot breakdowns us…
C 65 55 60 57 42 81 79
10471 C 65 54 72 25 N/A 39 90 98
10472
isaacgounton
A Model Context Protocol server that integrates with Brave Search API to provid…
C 65 55 57 66 23 81 88
10473
kbhuw
Enables serving and querying documentation with AI-powered capabilities includi…
C 65 55 68 43 42 81 90
10474
bleugreen
KiCad MCP Server Claim
Enables analysis of KiCad electronic schematics through natural language querie…
C 65 54 78 28 N/A 26 95 91
10475
roomi-fields
RTFM Claim 1
The open retrieval layer for AI agents — index code, docs, data. Search via MCP.
C 65 54 72 0 N/A 72 91 96
10476
Leivoo
An MCP server that crawls and parses OpenAPI JSON or Swagger UI URLs to provide…
C 65 55 45 62 35 82 98
10477
automation-ai-labs
MCP-Wait Claim
A simple MCP server that provides waiting functionality to pause until other ta…
C 65 55 60 100 25 84 40
10478
markswendsen-code
panera Claim 2
MCP server for Panera Bread - browse menu, customize orders, place pickup
C 65 54 51 61 N/A 21 87 100
10479
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10480
pinzonjulian
Turbo Docs MCP Server Claim 2
An MCP server that provides access to up-to-date Turbo JS documentation through…
C 65 55 45 87 N/A 21 95 65
10481
igs-pochenkuo
A template for building tools based on the Model Control Protocol (MCP) framewo…
C 65 54 72 36 N/A 26 95 90
10482
tzafrir
A FastMCP server implementation that provides a standardized interface for acce…
C 65 55 82 36 30 81 86
10483
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10484
zenrows
ZenRows MCP Claim
Scrape any webpage and return clean, LLM-ready content using the ZenRows API. …
C 65 55 80 10 62 81 94
10485
smithery-ai
mcp-figma Claim 4
A Model Context Protocol server that provides access to Figma API functionality…
C 65 55 69 91 18 78 49
10486
gunjankum06
MyPostmanServer Claim 1
A lightweight Node.js-based MCP server that exposes custom tools via HTTP and S…
C 65 54 54 52 N/A 30 94 88
10487
gwbischof
bluesky-social-mcp Claim 1
An MCP server for interacting with Bluesky via the atproto client.
C 65 54 57 42 N/A 43 90 90
10488
microsoft
A Model Context Protocol server that lets you fetch Microsoft Clarity analytics…
C 65 55 51 60 50 81 82
10489
nykznykz
Example MCP Server Claim
A demonstration MCP server built with FastMCP v2.0 that provides basic mathemat…
C 65 55 60 51 30 81 98
10490
ainightshift
Enables retrieval and analysis of Google Trends data for any search term over t…
C 65 55 60 66 24 81 86
10491
saurabhsharma2u
search-console-mcp Claim 1
MCP server for Google Search Console. Includes sites, sitemaps, analytics, and …
C 65 54 49 38 N/A 80 83 87
10492
LinkupPlatform
Search the web in real time to get trustworthy, source-backed answers. Find the…
C 65 66 82 67 0 73 81 93
10493 C 65 54 72 71 N/A 25 91 49
10494
CarlosIbCu
Expose Polymarket's public Central Limit Order Book REST API as callable tools …
C 65 54 72 31 N/A 19 95 100
10495
yusuferenkt
A JSON-based database MCP server with JWT authentication that enables user mana…
C 65 55 72 75 N/A 23 95 45
10496
Quan3Xin
A Model Context Protocol service that enables agent authentication and integrat…
C 65 54 54 46 N/A 42 95 87
10497
saikumarjash
Enables deployment of autonomous AI agents with memory and tool execution capab…
C 65 55 84 43 19 76 89
10498
nogu66
Enables generation of Satori syntax templates for creating engaging 140-charact…
C 65 55 72 83 N/A 40 95 19
10499
VikashS
Enables AI assistants to save, retrieve, and manage research content using Chro…
C 65 55 60 32 63 81 95
10500
lambda-tuber
PVV MCP Server Claim
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
C 65 54 62 20 N/A 69 95 84
Showing 10451–10500 of 33641 servers
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