MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12501
Whitemarmot
markly Claim
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
C 61 64 72 66 0 51 83 94
12502
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12503
Thomasneatbiggers
Perplexity-Comet-MCP Claim 1
Connects Claude Code to the Perplexity Comet browser to enable autonomous web b…
C 61 64 68 61 0 56 90 99
12504
DaanTheoden
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
C 61 66 94 50 0 49 81 88
12505
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12506
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12507
abenke
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
C 61 55 62 22 43 81 98
12508
Sim-xia
skill-cortex-server Claim 3
An MCP server that enable all IDEs/CLIs to access Claude Code Skills capabiliti…
C 61 54 61 45 N/A 27 92 74
12509
QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…
C 61 54 60 47 N/A 26 84 83
12510
ACSGenUI
Enables access to AEM block metadata by reading structured information from blo…
C 61 54 56 25 N/A 28 95 100
12511
violet4795
Provides AI coding agents with access to Figma design data through the Figma AP…
C 61 66 74 71 0 55 81 86
12512
sathwikabbaraju
MCP Server Claim
Manages query validation, database connection, and security for a system that t…
C 61 55 66 33 18 81 99
12513
arben-adm
Facilitates integration of Brave Search functionalities with AI assistants thro…
C 61 55 48 41 42 82 93
12514
swonixs
Provides current weather and air quality data for any city using WeatherAPI, ea…
C 61 55 54 55 22 81 87
12515
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12516
RuoJi6
An MCP-based Java decompilation tool that uses the CFR decompiler to convert .c…
C 61 54 42 37 N/A 49 92 87
12517
wimjan123
Deploys a Model Context Protocol server on Cloudflare Workers without authentic…
C 61 55 48 68 21 81 82
12518
arebury
Validates IVR flow definitions (JSON) to detect errors like unreachable nodes, …
C 61 66 78 72 0 51 81 86
12519
febriansyahnr
MCP Alchemy Server Claim
Provides access to financial transaction data from XB database, enabling lookup…
C 61 55 54 50 29 80 89
12520
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 55 51 82 N/A 33 95 34
12521
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 66 76 68 0 55 80 92
12522
thuong204
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 61 55 48 65 21 81 84
12523
MarcoAR1
BotUyo MCP Server Claim
Enables the creation and management of BotUyo AI agents directly from MCP-compa…
C 61 55 88 0 38 81 95
12524
craigsdennis
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…
C 61 55 54 57 N/A 26 80 79
12525
mohamedaadhil96
Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI …
C 61 55 60 40 27 81 94
12526
etruong42
Prometheus MCP Claim
A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…
C 61 54 58 32 N/A 38 87 89
12527
thanharmstrong86
A multi-server system that converts PDF documents to Markdown format using Fast…
C 61 55 60 33 29 81 100
12528
carlosedp
Redfish MCP Server Claim
Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…
C 61 66 84 73 0 23 81 98
12529
yfcyfc123234
ShowDoc MCP Server Claim
Automatically fetches API documentation from ShowDoc and generates Android code…
C 61 55 72 38 24 81 83
12530
wpnbos
Buienradar MCP Server Claim 1
Fetches precipitation forecasts for any location using Buienradar and integrate…
C 61 55 60 40 23 83 94
12531
weidwonder
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
C 61 55 60 33 51 80 83
12532
ChrisLAS
PodHome MCP Server Claim 1
An MCP server that integrates with the Podhome API to manage multiple podcast s…
C 61 55 45 38 48 82 97
12533
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 66 84 71 0 27 80 95
12534
btomartelli
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
C 61 55 60 17 52 83 100
12535
hongsw
A Model Context Protocol (MCP) server that allows AI agents like Claude to inte…
C 61 66 72 72 0 58 77 91
12536
KatherLab
STAMP Claim
Solid Tumor Associative Modeling in Pathology
C 61 64 68 55 0 75 87 92
12537
arjunkmrm
Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…
C 61 66 96 67 0 19 81 89
12538
PlenishAI
Connects Claude to the Ashby ATS to manage the hiring pipeline through natural …
C 61 55 90 0 30 82 97
12539
osinmv
MCP server for function signature lookups.
C 61 54 51 31 N/A 33 90 98
12540
es617
obsidian-sync-mcp Claim 1
Give AI agents access to your Obsidian vault via local files or Self-hosted Liv…
C 61 55 82 0 N/A 77 56 100
12541
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12542
Sunwood-ai-labs
A Model Context Protocol server that analyzes and evaluates GitHub README docum…
C 61 55 57 100 N/A 19 95 16
12543
Kohei-Suzuki22
Weather MCP Server Claim
Provides weather information tools including US state weather alerts and locati…
C 61 55 54 38 27 81 100
12544
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12545
jacewalker
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 61 55 48 66 24 81 80
12546
MalikElate
A Model Context Protocol server that enables AI assistants to extract transcrip…
C 61 54 39 53 N/A 20 95 94
12547
869413421
MCP Location Server Claim 1
A MCP server that uses Amap API to provide location-based services, allowing us…
C 61 55 47 62 27 81 84
12548
datumnova
Fabric MCP Claim
A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…
C 61 55 54 41 27 80 98
12549
jhgaylor
A stateless Model Context Protocol server that implements a simple echo functio…
C 61 55 66 52 20 81 75
12550
Wildcard-Official
DeepContext Claim 1
Adds symbol-aware semantic search to coding agents like Codex CLI and Claude Co…
C 61 64 94 65 0 55 88 61
Showing 12501–12550 of 67226 servers
« Prev 1 249 250 251 252 253 1345 Next »