MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29750
Scored
2112
Verified
16952
Complete

Last updated 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15501
GaussianGuaicai
MCP GPT Image 1 Claim 1
MCP GPT Image 1
F 30 55 50 57 16 78 91
15502
itcaat
mcp-teamcity Claim 1
Once configured, you can use natural language commands like: "Search for faile…
F 30 55 84 43 73 82 90
15503
hongxianzhi
SeeDream Image MCP Claim 1
Enables AI-powered image generation using Volcano Engine's SeeDream 4.0 model. …
F 30 66 66 67 0 52 80 72
15504
abutbul
openapi-mcp-generator Claim 1 2
A Python tool that automatically converts OpenAPI(Swagger, ETAPI) compatible sp…
F 30 54 94 37 N/A 58 87 43
15505
Richard-Weiss
Enables search capabilities using a Google Custom Search Engine, allowing users…
F 30 55 94 82 41 80 85
15506
buddhdev-harsh
linkedmcp Claim 1
linkedmcp
F 30 55 54 100 N/A 39 87 46
15507
Traia-IO
Test MCP Server Traia Claim 1
This MCP server provides access to the Test mcp server Traia API, enabling AI a…
F 30 55 72 43 27 81 99
15508
pauloFroes
mcp-telegram Claim 1 2
An MCP server that wraps the Telegram Bot API into semantic tools for LLM agent…
F 30 54 51 72 N/A 35 89 92
15509
mtct
MCP Journaling Server Claim 1
The MCP server transforms chats with Claude into journaling sessions, saving co…
F 30 54 56 30 N/A 41 88 94
15510
savantskie
A persistent local memory for AI, LLMs, or Copilot in VS Code.
F 30 54 96 56 N/A 71 87 92
15511
ferdousbhai
wsb-analyst-mcp Claim 1
Reddit integration to analyze content on WallStreetBets community
F 30 55 62 58 47 76 92
15512
stevenzxs
Crawl4AI MCP Server Claim 1
A locally-hosted MCP server that provides AI assistants with advanced web crawl…
F 30 54 62 41 N/A 35 87 82
15513
CortexGuardAI
Enables integration with Cortex Context services through the Model Context Prot…
F 30 55 94 71 51 76 93
15514
rudra-pratapsingh
Enables automated README file management for development projects through MCP t…
F 30 55 56 17 21 76 76
15515
BusyBee3333
GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, …
F 30 66 96 51 0 41 76 92
15516
kamath
Provide a simple MCP server implementation to demonstrate integration with Sent…
F 30 54 30 62 N/A 19 89 100
15517
Anansitrading
Poe Proxy MCP Server Claim 1
A FastMCP server that proxies the Poe.com API, allowing users to query various …
F 30 55 78 75 48 71 93
15518
KunihiroS
CoRT MCP Server Claim 1 2
An MCP server implementing the Chain-of-Recursive-Thoughts (CoRT) methodology t…
F 30 55 51 68 39 80 92
15519
kgprs
next-devtools-mcp Claim 1
next-devtools-mcp is a Model Context Protocol (MCP) server that provides Next.j…
F 30 66 86 63 0 36 80 89
15520
Rootly-AI-Labs
Rootly Claim 1
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
F 30 66 72 45 0 78 69 100
15521
devraj21
DP-MCP Server Claim 1 2
A comprehensive Data Platform server that enables seamless integration between …
F 30 55 78 27 28 80 100
15522
sevaepsteyn
RouterOS MCP Server Claim 1
Enables AI assistants to interact with MikroTik RouterOS devices through API an…
F 30 55 74 63 43 80 97
15523
HypnoLabs-io
agentchurch-mcp Claim 1
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
F 30 64 90 68 0 37 74 93
15524
TranHoaiHung
figma-ui-mcp Claim 1 2
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
F 30 54 84 27 N/A 72 89 95
15525
hardik-id
A Model Context Protocol server for querying and analyzing Azure resources at s…
F 30 55 61 73 46 80 91
15526
anton-proto
MCP Imagen Server Claim 1
Enables text-to-image generation, style transfer, background removal, and autom…
F 30 55 96 61 35 80 89
15527
m2ai-mcp-servers
mcp-christensen Claim 1 3
Clayton Christensen persona agent for strategic advisory using disruption theory
F 30 55 90 82 N/A 55 90 45
15528
mastergo-design
MasterGo Magic MCP Claim 1
A standalone Model Context Protocol service that connects MasterGo design tools…
F 30 55 76 66 42 76 94
15529
kriasoft
mcp-client-gen Claim 1
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
F 30 66 96 10 0 77 78 100
15530
OthmaneBlial
A DeepSeek MCP-like Server for Terminal
F 30 54 96 63 N/A 45 84 98
15531
pinkpixel-dev
MCPollinations Claim 1 3
A Model Context Protocol (MCP) server that enables AI assistants to generate im…
F 30 55 55 82 N/A 79 78 59
15532
ChatterBoxIO
A Model Context Protocol server that enables AI agents to join and interact wit…
F 30 55 61 71 47 80 91
15533
nicekate
Implements a Model Context Protocol (MCP) server powered by Flux API from Cepha…
F 30 55 78 67 35 80 91
15534
gregberns
Fetch-Save MCP Server Claim 1 2
A Model Context Protocol server that enables LLMs to retrieve web content and s…
F 30 55 69 100 N/A 47 90 37
15535
Ryan7t
Wanyi Watermark Remover Claim 1 2
Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu …
F 30 55 62 40 46 78 83
15536
StevenFengLi
Haiguitang MCP Server Claim 1
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
F 30 54 50 50 N/A 23 87 76
15537
genieincodebottle
generative-ai Claim 1
Comprehensive resources on Generative AI, including a detailed roadmap, project…
F 30 66 84 22 0 58 76 88 JU
15538
Ihtishammehmood
Finance MCP Server Claim 1 2
A Model Context Protocol server that retrieves real-time financial and company …
F 30 55 45 38 36 80 99
15539
robdodson
An interactive chat interface that combines Ollama's LLM capabilities with Post…
F 30 54 64 53 N/A 26 87 70
15540
fengyinxia
fengyinxia-jimeng-mcp Claim 1
Create images and videos from prompts, with options for image mixing, reference…
F 30 66 54 66 0 40 76 78
15541
karthikingithub
Enables interaction with the Pagila sample PostgreSQL database through natural …
F 30 55 68 32 28 76 100
15542
pwh-pwh
coin-mcp-server Claim 1
Bitget API to fetch cryptocurrency price.
F 30 55 74 57 39 80 94
15543
FiligranHQ
xtm-mcp Claim 1
eXtended Threat Management MCP Servers
F 30 54 66 38 N/A 51 87 96
15544
ezbiz-services
AI business intelligence: competitor analysis, web scoring, reviews, market res…
F 30 66 100 86 95 67 80 90
15545 F 30 54 84 72 N/A 53 90 94
15546
abhishekjairath
Sonic Pi MCP Claim 1 2
A Model Context Protocol server that allows AI assistants like Claude and Curso…
F 30 54 51 58 N/A 56 82 95
15547
taylorwilsdon
google_workspace_mcp Claim 1
Comprehensive Google Workspace MCP server with full support for Google Calendar…
F 30 55 94 42 81 82 93
15548
situ2001
unplugin-mcp Claim 1
A unified plugin for developers integrating MCP servers into modern JavaScript …
F 30 54 72 40 N/A 59 89 88
15549
esola-thomas
Documentation MCP Server Claim 1 2
Enables AI assistants to navigate and query hierarchical documentation structur…
F 30 55 84 31 55 80 92
15550
Souzix76
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
F 30 55 90 50 N/A 72 76 90
Showing 15501–15550 of 50515 servers
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